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A Survey of Fault-Tolerance Algorithms for Reconfigurable Nano-Crossbar Arrays

Nano-crossbar arrays have emerged as a promising and viable technology to improve computing performance of electronic circuits beyond the limits of... (more)

A Survey of Presence and Related Concepts

The presence construct, most commonly defined as the sense of “being there,” has driven research and development of virtual environments (VEs) for decades. Despite that, there is not widespread agreement on how to define or operationalize this construct. The literature contains many different definitions of presence and many... (more)

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About CSUR

ACM Computing Surveys (CSUR) publishes comprehensive, readable tutorials and survey papers that give guided tours through the literature and explain topics to those who seek to learn the basics of areas outside their specialties. These carefully planned and presented introductions are also an excellent way for professionals to develop perspectives on, and identify trends in complex technologies. Recent issues have covered image understanding, software reusability, and object and relational database topics. 

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Forthcoming Articles
Graph Processing on GPUs: A Survey

In the big data era, much real-world data can be naturally represented as graphs. Consequently, many application domains can be modelled as graph processing. Graph processing, especially the processing of the large scale graphs with the number of vertices and edges in the order of billions or even hundreds of billions, has attracted much attention in both industry and academia. It still remains a great challenge to process such large scale graphs. Researchers have been seeking for new possible solutions. Because of the massive degree of parallelism and the high memory access bandwidth in GPU, utilizing GPU to accelerate graph processing proves to be a promising solution. This paper surveys the key issues of graph processing on GPUs, including data layout, memory access pattern, workload mapping and specific GPU programming. In this paper, we summarize the state-of-the-art research on GPU-based graph processing, analyze the existing challenges in details, and explore the research opportunities in future.

Exiting the Risk Assessment maze: A meta-survey

Organizations are exposed to threats that increase the risk factor of their ICT systems and the assurance of their protection is crucial, as their reliance on information technology is a continuing challenge for both security experts and chief executives. To tackle down the threats decision makers should be provided with information needed to understand and mitigate them. Risk assessment forms a means of providing such information and facilitates the development of a security strategy. This paper aims at addressing the problem of selection an appropriate risk assessment method to assess and manage information security risks, by proposing a set of 17 criteria, grouped in 4 categories, for comparing such methods and provide a comparison of the 10 most popular methods based upon them. Finally, the comparison presented in the paper could be utilized by organizations to determine which method is more suitable for their needs.

A Review and Assessment Framework for Mobile Based Emergency Intervention Apps

Smartphone applications to support healthcare are proliferating. A growing and important subset of these apps supports emergency medical intervention to address a wide range of illness-related emergencies in order to speed the arrival of relevant treatment. The emergency response characteristics and strategies employed by these apps are the focus in this study resulting in an mHealth Emergency Strategy Index (MESI). While a growing body of knowledge focuses on usability, safety and privacy aspects that characterize such apps, studies that map the various emergency intervention strategies and suggest criteria to evaluate their role as emergency agents are limited. We survey an extensive range of mHealth apps designed for emergency response along with the related assessment literature and present an index for mobile-based medical emergency intervention apps that can address assessment needs of future mHealth apps.

Surveying Stylometry Techniques and Applications

Stylometry, or the analysis of authorial writing style, relies on the assumption that this style is quantifiable and distinct. However, deriving a universal style representation has plagued researchers for nearly 200 years, resulting in several methods and tools to address various challenges, such as use of limited training samples for accurate author recognition. Research has since concentrated on the fine tuning of these techniques and the role of stylometry in preserving and/or exposing privacy and anonymity. This survey covers these methods with emphasis on stylometry-related sub-problems. Additionally, while previous surveys neglect to include adversarial stylometric techniques, methods specifically designed to counter authorship detection are discussed. Many experimental models and databases are defined and discussion of various research approaches which employ each are provided. Finally, several research challenges and descriptions of various open-source and commercial software are provided.

Software Platforms for Smart Cities: Concepts, Requirements, Challenges, and a Unified Reference Architecture

Making cities smarter help improve city services and increase citizens quality of life. Information and communication technologies (ICT) are fundamental for progressing towards smarter city environments. Smart City software platforms potentially support the development and integration of Smart City applications. However, the ICT community must overcome current signicant technological and scientic challenges before these platforms can be widely used. This paper surveys the state-of-the-art in software platforms for Smart Cities. We analyzed 23 projects with respect to the most used enabling technologies, as well as functional and non-functional requirements, classifying them into four categories: Cyber-Physical Systems, InternetofThings,BigData,andCloudComputing.Basedontheseresults,wederivedareferencearchitecture to guide the development of next-generation software platforms for Smart Cities. Finally, we enumerated the most frequently cited open research challenges, and discussed future opportunities. This survey gives important references for helping application developers, city managers, system operators, end-users, and Smart City researchers to make project, investment, and research decisions.

A Survey of Modelling Trends in Temporal GIS

The main achievements of spatio-temporal modelling in the field of Geographic Information Science over the past three decades are surveyed. This article offers an overview of: (i) the origins and history of Temporal Geographic Information Systems (T-GIS); (ii) relevant spatio-temporal data models proposed; (iii) the evolution of spatio-temporal modelling trends; and (iv) an analysis of the future trends and developments in T-GIS. It also presents some current theories and concepts that have emerged from the research performed, as well as a summary of the current progress and the upcoming challenges and potential research directions for T-GIS. One relevant result of this survey is the proposed taxonomy of spatio-temporal modelling trends, which classifies 186 modelling proposals surveyed from more than 1400 articles.

A Tutorial on Canonical Correlation Methods

Canonical correlation analysis is a family of multivariate statistical methods for the analysis of paired sets of variables. Since its proposition, canonical correlation analysis has been extended to extract relations between two sets of variables when the sample size is insufficient in relation to the data dimensionality, when the relations have been considered to be non-linear, and when the dimensionality is too large for human interpretation. Applying linear algebra, this tutorial explains the theory of canonical correlation analysis including its regularised, kernel, and sparse variants. Together with the numerical examples, this overview provides a coherent compendium on the applicabilities of the variants of canonical correlation analysis. By bringing together techniques for solving the optimisation problems, evaluating the statistical significance and generalisability of the canonical correlation model, and interpreting the relations, we hope that this article can serve as a hands-on tool for applying canonical correlation methods in data analysis.

Analysis of Online Social Network Connections for Identification of Influential Users: Survey and Open Research Issues

Online social networks (OSNs) are structures that help users interact, exchange, and propagate new ideas. The identification of the most influential users in OSNs is a significant process for accelerating information propagation including those in marketing applications, or for hindering the dissemination of unwanted contents such as viruses, negative online behaviors, and rumors. The present paper presents a detailed survey of influential users identification algorithms and their performance evaluation approaches in OSNs. The survey covers recent techniques, applications, and open research issues on the influential users identification in OSNs.

Practical Secure Computation Outsourcing: A Survey

The rapid development of cloud computing promotes a wide deployment of data and computation outsourcing by resource-limited entities to cloud providers. Based on a pay-per-use fashion, clients without enough computational power can easily outsource large-scale computational tasks to the cloud. Nonetheless, the issue of security and privacy is a major concern when customers' confidential or sensitive data is processed and the output is generated in not fully trusted cloud environments. Recently, a number of publications have investigated and designed secure outsourcing schemes for different computational tasks. The aim of this survey is to systemize and present the cutting-edge technologies in this area. It starts by presenting security threats and requirements, followed by other factors that should be considered by secure computation outsourcing constructions. In an organized way, we then dwell on the existing secure computation outsourcing solutions to different computational tasks such as matrix computations, mathematical optimization, etc., treating the confidentiality of data as well as the integrity of result. Finally, we offer a discussion of the literature and provide a list of open challenges in the area.

Mining Electronic Health Records (EHRs): A Survey

The continuously increasing cost of the US healthcare system has received significant attention. Central to the ideas aimed at curbing this trend is the use of technology, in the form of the mandate to implement electronic health records (EHRs). EHRs consist of patient information such as demographics, medications, laboratory test results, diagnosis codes and procedures. Mining EHRs could lead to improvement in patient health management as EHRs contain detailed information related to disease prognosis for large patient populations. In this manuscript, we provide a structured and comprehensive overview of data mining techniques for modeling EHR data. We first provide a detailed understanding of the major application areas to which EHR mining has been applied and then discuss the nature of EHR data and its accompanying challenges. Next, we describe major approaches used for EHR mining, the metrics associated with EHRs, and the various study designs. With this foundation, we then provide a systematic and methodological organization of existing data mining techniques used to model EHRs and discuss ideas for future research.

An Offensive and Defensive Exposition of Wearable Computing

Wearable computing is rapidly getting deployed in many  commercial, medical and personal  domains of day-to-day life. Wearable devices appear in various forms, shapes and sizes and facilitate a wide variety of applications in many domains of life. However, wearables raise unique security and privacy concerns. Wearables also hold the promise to help enhance the existing security, privacy and safety paradigms in unique ways while preserving systems usability. The contribution of this research literature survey is three-fold. First, as a background, we identify a wide range of existing as well as upcoming wearable devices and investigate their broad applications. Second, we provide an exposition of the security and privacy of wearable computing, studying dual aspects, i.e., both attacks and defenses. Third, we provide a comprehensive study of the potential security, privacy and safety enhancements to existing systems based on the emergence of wearable technology. Although several research works have emerged exploring different offensive and defensive uses of wearables, there is a lack of a broad and precise literature review systematizing all those security and privacy aspects and the underlying threat models. This research survey also analyzes current and emerging research trends, and provides directions for future research.

A Survey on Fully Homomorphic Encryption: an Engineering Perspective

It is unlikely that an hacker is able to compromise sensitive data that is stored in an encrypted form. However, when data is to be processed, it has to be decrypted, becoming vulnerable to attacks. Homomorphic encryption fixes this vulnerability by allowing one to compute directly on encrypted data. In this survey, both previous and current Somewhat Homomorphic Encryption (SHE) schemes are reviewed, and the more powerful and recent Fully Homomorphic Encryption (FHE) schemes are comprehensively studied. The concepts that support these schemes are presented, and their performance and security are analyzed from an engineering standpoint.

The Experience Sampling Method on Mobile Devices

The Experience Sampling Method (ESM) is used by scientists from various disciplines to gather insights into the intrapsychic elements of human life. Researchers have used the ESM in a wide variety of studies, with the method seeing increased popularity. Mobile technologies have enabled new possibilities for the use of the ESM, while simultaneously leading to new conceptual, methodological, and technological challenges. In this survey, we provide an overview of the history of the ESM, usage of this methodology in the computer science discipline, as well as its evolution over time. Next, we identify and discuss important considerations for ESM studies on mobile devices, and analyse the particular methodological parameters scientists should consider in their study design. We reflect on the existing tools that support the ESM methodology and discuss the future development of such tools. Finally, we discuss the effect of future technological developments on the use of the ESM and identify areas requiring further investigation.

Understanding Application-level Caching in Web Applications: a Comprehensive Introduction and Survey of State-of-the-art Approaches

A new form of caching, namely application-level caching, has been recently employed in web applications to improve their performance and increase scalability. It consists of the insertion of caching logic into the application base code to temporarily store processed content in memory, and then decrease the response time of web requests by reusing this content. However, caching at this level demands knowledge of the domain and application specificities to achieve caching benefits, given that this information supports decisions such as what and when to cache content. Developers thus must manually manage the cache, possibly with the help of existing libraries and frameworks. Given the increasing popularity of application-level caching, we thus provide a survey of approaches proposed in this context. We provide a comprehensive introduction to web caching and application-level caching, and present state-of-the-art work on designing, implementing and managing application-level caching. Our focus is not only on static solutions but also approaches that adaptively adjust caching solutions to avoid the gradual performance decay that caching can suffer over time. This survey can be used as a start point for researchers and developers, who aim to improve application-level caching or need guidance in designing application-level caching solutions, possibly with humans out-of-the-loop.

Augmentation Techniques for Mobile Cloud Computing: A Taxonomy, Survey, and Future Directions

Despite the rapid growth of hardware capacity and popularity in mobile devices, limited resources in battery and processing capacity still lack the ability to meet the increasing mobile users' demands. Both conventional techniques and emerging approaches are brought together to fill this gap between the user demand and mobile device's limited capacity. The cloud computing is an uprising topic in both business and academia in recent years to eliminate the gap. Augmentation techniques such as computation outsourcing and service oriented architectures are proposed by the proposed works, and new challenges regarding the augmentation techniques, energy efficiency, etc, needs to be studied. In this paper, we aim to provide a comprehensive taxonomy and survey of the existing techniques and frameworks for mobile cloud augmentation in terms of both computation and storage. Different from the existing taxonomies in this field, we focus on the techniques aspect, following the idea of realizing a complete mobile cloud computing system. The objective of this survey is to provide a guide on what available augmentation techniques can be adopted in mobile cloud computing systems as well as supporting mechanisms such as decision making and fault tolerance policies for realizing reliable mobile cloud services.

Systematic Literature Review on Usability of Firewall Configuration

Firewalls are network security components that handle incoming and outgoing network traffic based on a set of rules. The process of correctly configuring a firewall is complicated and prone to error, and it worsens as the network complexity grows. A poorly configured firewall may result in major security threats; in case of a network firewall, an organizations security could be endangered, and in the case of a personal firewall, an individual computers security is threatened. A major reason of poorly configured firewalls, as pointed out in the literature, is usability issues. Our aim is to identify existing solutions that help professional and non- professional users to create and manage firewall configuration files, and to analyze the proposals in respect of usability. A systematic literature review with a focus on usability of firewall configuration is presented in the paper. Its main goal is to explore what has already been done in this field. In the primary selection procedure, 1,202 papers were retrieved and then screened. The secondary selection led us to 35 papers carefully chosen for further investigation, of which, 14 papers were selected and summarized....

Spatio-Temporal Data Mining: A Survey of Problems and Methods

Large volumes of spatio-temporal data are increasingly collected and studied in diverse domains including, climate science, social sciences, neuroscience, epidemiology, transportation, mobile health, and Earth sciences. Spatio-temporal data differs from relational data for which computational approaches are developed in the data mining community for multiple decades, in that both spatial and temporal attributes are available in addition to the actual measurements/attributes. The presence of these attributes introduces additional challenges that needs to be dealt with. Approaches for mining spatio-temporal data have been studied for over a decade in the data mining community. In this article we present a broad survey of this relatively young field of spatio-temporal data mining. We discuss different types of spatio-temporal data and the relevant data mining questions that arise in the context of analyzing each of these datasets. Based on the nature of the data mining problem studied, we classify literature on spatio-temporal data mining into six major categories: clustering, predictive learning, change detection, frequent pattern mining, anomaly detection, and relationship mining. We discuss the various forms of spatio-temporal data mining problems in each of these categories.

Data Storage Management in Cloud Environments: Taxonomy, Survey, and Future Directions

Storage as a Service (StaaS) forms a critical component of cloud computing by offering the vision of a virtually infinite pool of storage resources. It supports a variety of cloud-based data store classes in terms of availability, scalability, ACID (Atomicity, Consistency, Isolation, Durability) properties, data models, and price options. Despite many open challenges within a cloud-based data store, application providers deploy Geo-replicated data stores in order to obtain higher availability, lower response time, and more cost efficiency. The deployment of Geo-replicated data stores is in its infancy and poses vital challenges for researchers. In this paper, we first discuss the key advantages and challenges of data-intensive applications deployed within and across cloud-based data stores. Then, we provide a comprehensive taxonomy that covers key aspects of cloud-based data store: data model, data dispersion, data consistency, data transaction service, and data cost optimization. Finally, we map various cloud-based data store projects to our proposed taxonomy not only to validate the taxonomy but also to identify areas for future research.

A Survey on Optical Network-on-Chip Architectures

Optical on-chip data transmission enabled by silicon photonics is widely considered a key technology to overcome the bandwidth and energy limitations of electrical interconnects. The possibility of utilizing optical links in the on-chip communication fabric has paved the way to a fascinating new research field - Optical Networks-on-Chip (ONoCs) - which has been gaining large interest in the community. Nanophotonic devices and materials, however, are still evolving, and dealing with optical data transmission on chip makes designers and researchers face a whole new set of obstacles and challenges. Designing efficient ONoCs is a challenging task and requires a detailed knowledge from on-chip traffic demands and patterns down to the physical layout and implications of integrating both electronic and photonic devices. In this paper, we provide an exhaustive review of recent ONoC proposals, discuss their strengths and weaknesses, and outline outstanding research questions. Moreover, we discuss recent research efforts in key enabling technologies, such as on-chip and adaptive laser sources, automatic synthesis tools, and ring heating techniques, which are essential to enable a widespread commercial adoption of ONoCs in the future.

A study on Garbage Collection Algorithms for Big Data Environments

The need to handle (process and store) massive amounts of data (Big Data), is a reality. In areas such as scientific experiments, social networks, credit card fraud detection, and financial analysis, massive amounts of information is generated and processed daily to extract valuable, summarized information. Due to its fast development cycle (i.e., less expensive to develop), mainly because of automatic memory management, and rich community resource, managed object-oriented programming languages (such as Java) are the first choice to develop Big Data platforms (e.g., Cassandra, Spark) on which such Big Data applications are executed. However, automatic memory management comes at a cost. This cost is introduced by the Garbage Collector which is responsible for collecting objects that are no longer being used. In this work, we study current Big Data platforms and their memory profiles to understand why classic algorithms (which are still the most common) are not appropriate and also analyze recently proposed and relevant memory management algorithms, targeted to Big Data environments. We characterize the scalability of recent memory management algorithms in terms of throughput (improves the throughput of the application) and pause time (reduces the latency of the application) when comparing to classic algorithms. We conclude our study by presenting a taxonomy of the described works.

Underwater Wireless Sensor Networks: A New Challenge for Topology Control-based Systems

Underwater wireless sensor networks (UWSNs) --- formed by underwater sensor nodes with sensing, processing, storage and underwater wireless communication capabilities --- will pave the way for a new era of underwater monitoring and actuation applications. UWSN has become a fast growing field. The envisioned landscape of applications that will be enabled by UWSNs has tremendous potential to change the current reality, where no more than 5\% of the volume of the oceans were explored. However, to enable large deployments of UWSNs, networking solutions toward efficient underwater data collection need to be investigated and proposed. The suitable, autonomous and on-the-fly organization of UWSN topology, through topology control algorithms, might mitigate undesired effects of the underwater wireless communication and, consequently, improve networking services and protocols. In this paper, therefore, we highlight the potentials of topology control for underwater sensor networks. We proposed to classify topology control algorithms, based on their principal methodology used to change the network topology, into three major groups: power control, wireless interface mode management and mobility assisted-based techniques. On the basis of the proposed classification, we survey the current state-of-the-art and present an in-depth discussion of topology control solutions designed for UWSNs.

Survey and Analysis of Kernel and Userspace Tracers on Linux: Design, Implementation, and Overhead

As applications and operating systems are becoming more complex, the last decade has seen the rise of many tracing tools all across the software stack. This paper presents a hands-on comparison of modern tracers on Linux systems, both in user space and kernel space. The authors implement microbenchmarks that not only quantify the overhead of different tracers, but also sample fine-grained metrics that unveil insights into the tracers' internals and show the cause of each tracer's overhead. Internal design choices and implementation particularities are discussed, which helps to understand the challenges of developing tracers. Furthermore, this analysis aims to help users choose and configure their tracers based on their specific requirements in order to reduce their overhead and get the most of out of them.

Feature Selection: A Data Perspective

Feature selection has been proven to be effective and efficient in preparing high-dimensional data for data mining and machine learning problems. The objectives include: building simpler and more comprehensible models, improving data mining performance, and preparing clean, understandable data. The recent proliferation of big data has presented some substantial challenges and opportunities of feature selection algorithms. In this survey, we provide a comprehensive and structured overview of recent advances in feature selection research. In particular, we revisit feature selection research from a data perspective, and review representative feature selection algorithms for generic data, structured data, heterogeneous data and streaming data. Methodologically, to emphasize the differences and similarities of most existing feature selection algorithms for generic data, we generally categorize them into four groups: similarity based, information theoretical based, sparse learning based and statistical based methods. Finally, to facilitate and promote the research in this community, we also present an open-source feature selection repository that consists of most of the popular feature selection algorithms (http://featureselection.asu.edu/). Also, we use it as an example to show how to evaluate feature selection algorithms. At last, we also have a discussion about some open problems and challenges that need to be paid more attention in future research.

Network Structure Inference, A Survey: Motivations, Methods, and Applications

Networks are used to represent relationships between entities in many complex systems, spanning from online social networks to biological cell development and brain activity. These networks model relationships which present various challenges. In many cases, relationships between entities are unambiguously known: are two users friends in a social network? Do two researchers collaborate on a published paper? Do two road segments in a transportation system intersect? These are unambiguous and directly observable in the system in question. In most cases, relationship between nodes are not directly observable and must be inferred: does one gene regulate the expression of another? Do two animals who physically co-locate have a social bond? Who infected whom in a disease outbreak? Existing approaches use specialized knowledge in different home domains to infer and measure the goodness of inferred network for a specific task. However, current research lacks a rigorous validation framework which employs standard statistical validation. In this survey, we examine how network representations are learned from non-network data, the variety of questions and tasks on these data over several domains, and validation strategies for measuring the inferred network's capability of answering questions on the original system of interest.

Approximate Communication: Techniques for Reducing Communication Bottlenecks in Large-Scale Parallel Systems

Approximate computing has gained research attention recently as a way to increase energy efficiency and/or performance by exploiting some applications' intrinsic error resiliency. However, little attention has been given to its potential for tackling the communication bottleneck which remains as one of the looming challenges to be tackled for efficient parallelism. This paper seeks to explore the potential benefits of approximate computing for communication reduction by surveying four promising techniques for approximate communication - compression, relaxed synchronization, value prediction, and accelerators. The techniques are compared based on an evaluation framework composed of: communication cost reduction, performance, energy reduction, application domain, overheads, and output degradation. Comparison results show that lossy link compression and approximate value prediction are good choices for reducing the communication bottleneck in bandwidth constrained applications, while relaxed synchronization and approximate accelerators can achieve greater speedups on applications amenable to these techniques. Finally, this paper also includes several suggestions for future research on approximate communication techniques.

Auto-scaling Web Applications in Clouds: A Taxonomy and Survey

Web application providers have been migrating their applications to cloud data centers, attracted by the emerging cloud computing paradigm. One of the appealing features of cloud is elasticity. It allows cloud users to acquire or release computing resources on demand, which enables web application providers to auto-scale the resources provisioned to their applications under dynamic workload in order to minimize resource cost while satisfying Quality of Service (QoS) requirements. In this paper, we comprehensively analyze the challenges remain in auto-scaling web applications in clouds and review the developments in this field. We present a taxonomy of auto-scaling systems according to the identified challenges and key properties. We analyze the surveyed works and map them to the taxonomy to identify the weakness in this field. Moreover, based on the analysis, we propose new future directions.

A Survey on NoSQL Stores

Recent diversity of storage demands made various shortcomings of traditional RDBMS systems revealed, which in turn led to the emergence of a new trend of complementary non-relational data management solutions, named as NoSQL (Not only SQL). This survey mainly aims at presenting the work that has been conducted with regard to four closely related concepts of NoSQL stores: data model, consistency model, data partitioning and replication. For each concept, its different protocols, and for each protocol, its corresponding features, strengths and drawbacks are explained. Furthermore, various implementations of each protocol are exemplified and crystallized through a collection of representative academic and industrial NoSQL technologies. The rationale behind each design decision along with some corresponding extensions and improvements are discussed. Finally, we disclose some existing challenges in developing effective NoSQL stores, which need attention from the research community, application designers and architects.

Large-Scale Indexing, Discovery and Ranking for the Internet of Things (IoT)

Network-enabled sensing and actuation devices are key enablers to connect real-world objects to the cyber world. Internet of Things (IoT) uses these network-enabled devices and communication technologies to allow connectivity and integration of physical objects (Things) from real-world into the data-driven digital world (Internet). Enormous amounts of dynamic IoT data are collected from Internet-connected devices. IoT data is, however, often multi-variant streams that are heterogeneous, sporadic, multi-modal and spatio-temporal. IoT data can be disseminated with different granularities and have diverse structures, types and qualities. Dealing with data deluge from heterogeneous IoT resources and services impose challenges on indexing, discovery and ranking mechanisms to build applications that require on-line access and retrieval of IoT data. However, the existing IoT data indexing and discovery approaches are complex (usually based on formal and logical methods) or centralised which hinder their scalability. The primary objective of this paper is to provide a holistic overview of the state-of-the-art on indexing, discovering and ranking of IoT data. We discuss on-line analysis and fast responses to complex queries. The paper aims to pave the way for researchers to design, develop, implement and evaluate techniques and approaches in future for on-line large-scale distributed IoT applications and platforms.

A Survey On Authenticated Encryption -- ASIC Designer's Perspective

Authenticated encryption (AE) has long been a vital operation in cryptography due to its ability to provide confidentiality, integrity and authenticity at the same time. Its use has soared in parallel with widespread use of Internet and has led to several new schemes. There have already been studies investigating software performance of various schemes. However, the same is yet to be done for hardware. In this paper, we present a comprehensive survey of hardware performance of the most commonly used authenticated encryption schemes in literature. These schemes include encrypt-then-MAC combination, block cipher based AE modes, relatively new authenticated encryption ciphers and the recently-introduced permutation-based AE scheme. For completeness, we implemented each scheme with various standardized block ciphers and/or hash algorithms, and their lightweight versions. In our evaluation, we targeted minimizing the time-area product while maximizing the throughput on ASIC platforms. 45nm NANGATE Open Cell Library was used for syntheses. In the results, we present area, speed, time-area product, throughput, and power figures for both standard and lightweight versions of each scheme. Finally, we provide an unbiased discussion on the impact of the structure and complexity of each scheme on hardware implementation, together with recommendations on hardware-friendly authenticated encryption scheme design.

Analysis and Classification of Shape-Changing Interfaces for Design and Application-based Research

Shape-changing interfaces are physically tangible, interactive devices, surfaces or spaces. Over the last fifteen years, research has produced functional prototypes over many use-applications, and reviews have identified themes and possible future directions  but have not yet looked at possible design or application based research. Here we gather this information together to provide a reference for designers and researchers wishing to build upon existing prototyping work, using synthesis and discussion of existing shape-changing interface reviews and comprehensive analysis and classification of 78 shape-changing interfaces. Eight categories of prototype are identified, alongside recommendations for the field.

A survey of techniques for automatically sensing the behavior of a crowd

Crowd-centric research is receiving increasingly more attention as data sets on crowd behavior are becoming readily available. We have come to a point that many of the models on pedestrian analytics introduced in the last decade, which have mostly not been validated, can now be tested using real-world data sets. In this survey we concentrate exclusively on automatically gathering such data sets, which we refer to as sensing the behavior of pedestrians. We roughly distinguish two approaches: one that requires users to explicitly use local applications and wearables, and one that scans the presence of handheld devices such as smartphones. We come to the conclusion that despite the numerous reports in popular media, relatively few groups have been looking into practical solutions for sensing pedestrian behavior. Moreover, we find that much work is still needed, in particular when it comes to combing privacy, transparency, scalability, and ease of deployment. We report on over 90 relevant articles and discuss and compare in detail 30 reports on sensing pedestrian behavior.

Geomagnetism for Smartphone-Based Indoor Localization: Challenges, Advances, and Comparisons

Geomagnetism has recently attracted considerable attention for indoor localization due to its pervasiveness and unreliance on extra infrastructure. Its location signature has been observed to be temporally stable and spatially discernible for localization purposes. This survey investigates the recent challenges and advances in geomagnetism-based indoor localization using smartphones. We first study smartphone-based geomagnetism measurements. We then review recent efforts in database construction and computation reduction, followed by state-of-the-art schemes in localizing the target. For each category, we identify practical deployment challenges and compare related studies. Finally, we summarize future directions and provide guideline for new researchers in this field.

Survey on Access Control for Community-Centered Collaborative Systems

The last decades have seen a growing interest and demand for collaborative systems and platforms. These systems and platforms aim to provide an environment in which users can collaboratively create, share and manage resources. While offering attractive opportunities for online collaboration and information sharing, they also open several security and privacy issues. This has attracted several research efforts towards the design and implementation of novel access control solutions that can handle the complexity introduced by collaboration. Despite these efforts, transition to practice has been hindered by the lack of maturity of the proposed solutions. The access control solutions typically adopted by commercial collaborative systems like online social network websites and collaborative editing platforms, are still rather rudimentary and do not provide users with a sufficient control over their resources. This survey examines the growing literature on access control for collaborative systems centered on communities, and identifies the main challenges to be addressed in order to facilitate the adoption of collaborative access control solutions in real-life settings. Based on the literature study, we delineate a roadmap for future research in the area of access control for community-centered collaborative systems.

Objectives and State-of-the-Art of Location-based Social Network Recommender Systems

Owing to the widespread adoption of GPS-enabled devices, such as smart phones and GPS navigation devices, more and more location information is being collected. Compared with traditional ones (e.g., Amazon, Taobao and Dangdang), recommender systems built on location-based social networks (LBSNs) have received much attention. The former mine users preference through the relationship between users and items, e.g., online commodity, movies and music. Based on their preference, items in which they may be interested are recommended in order to help them find the items that they may like. The latter add location as a new dimension to the former, hence resulting in the three-dimensional relationship among users, locations and activities. Based on this relationship, locations, activities and friends can be recommended to users. For example, users are allowed to check in at different location on Facebook and Foursquare by using their GPS-enabled devices, which can be further used to analyze their preference. In the paper, we review the objectives and state-of-the-art of LBSN recommender systems. We indicate potential research directions.

Automatic Software Repair: a Bibliography

This article presents an annotated bibliography on automatic software repair. Automatic software repair consists of automatically finding a solution to software bugs, without human intervention. The uniqueness of this article is that it spans the research communities that contribute to this body of knowledge: software engineering, dependability, operating systems, programming languages and security. Furthermore, it provides a novel and structured overview of the diversity of bug oracles and repair operators used in the literature.

HPC Cloud for Scientific and Business Applications: Taxonomy, Vision, and Research Challenges

High Performance Computing (HPC) clouds are becoming an alternative to on-premise clusters for executing traditional scientific applications and analytics business services. Most research efforts in HPC cloud aim to understand the cost-benefit of moving resource-intensive applications from dedicated on-premise environments to shared public cloud platforms. Industry trends show hybrid environments are the natural path to get the best of the on-premise and cloud resources---steady (and sensitive) workloads can run on on-premise resources and peak demand can leverage remote resources in a pay-as-you-go manner. Nevertheless, there are plenty of questions to be answered in HPC cloud, which range from how to extract the best performance of an unknown underlying platform to what services are essential to make it easier its usage. Moreover, the discussion on the right pricing and contractual models that will fit both small and large users is relevant for the sustainability of HPC clouds. This paper brings a survey and taxonomy of efforts in HPC cloud and a vision on what we believe is ahead of us, including a set of research challenges that, once tackled, can help advance businesses and scientific discoveries. This becomes particularly relevant due to the fast increasing wave of new HPC applications coming from big data and artificial intelligence.

Facial Expression Analysis under Partial Occlusion: A Survey

Automatic machine-based Facial Expression Analysis (FEA) has witnessed substantial progress in the past few decades motivated by its importance in psychology, security, health, entertainment and human computer interaction. However, the vast majority of current studies are based on non-occluded faces collected in a controlled laboratory environment, and automatic expression recognition from partially occluded faces remains a largely unresolved field, particularly in real-world scenarios. In recent years, increasing efforts have been directed at investigating techniques to handle partial occlusion for FEA. This survey provides a comprehensive review of the recent advances in dataset creation, algorithm development, and investigations of the effects of occlusion, which are crucial in system design and evaluations. It also outlines existing challenges in overcoming partial occlusion and discusses possible opportunities in advancing the technology. To the best of our knowledge, it is the first FEA survey dedicated to occlusion and devoted to serve as a starting point to promote future work.

Towards Reasoning Vehicles: A Survey of Fuzzy Logic-based Solutions in Vehicular Networks

Vehicular networks and their associated technologies enable an extremely varied plethora of applications and therefore attract increasing attention from a wide audience. However vehicular networks also have many challenges that arise mainly due to their dynamic and complex environment. Fuzzy Logic, known for its ability to deal with complexity, imprecision and model non-deterministic problems, is a very promising technology for use in such a dynamic and complex context. This paper presents the first comprehensive survey of research on Fuzzy Logic approaches in the context of vehicular networks, and provides fundamental information which enables readers to design their own Fuzzy Logic systems in this context. As such, the paper describes the Fuzzy Logic concepts with emphasis on their implementation in vehicular networks, includes a classification and thorough analysis of the Fuzzy Logic-based solutions in vehicular networks and discusses how Fuzzy Logic could empower the key research directions in the 5G-enabled vehicular networks, the next generation of vehicular communications.

Metamorphic Testing: A Review of Challenges and Opportunities

Metamorphic testing is an approach to both test case generation and test result verification. A central element is a set of metamorphic relations, which are necessary properties of the target function or algorithm in relation to multiple inputs and their expected outputs. Since its first publication, we have witnessed a rapidly increasing body of work examining metamorphic testing from various perspectives, including metamorphic relation identification, test case generation, integration with other software engineering techniques, and the validation and evaluation of software systems. In this paper, we review the current research of metamorphic testing and discuss the challenges yet to be addressed. We also present visions for further improvement of metamorphic testing and highlight opportunities for new research.

A Checkpoint of Research on Parallel I/O for High Performance Computing

This article presents a comprehensive survey on parallel I/O. This is an important field for High Performance Computing because of the historic gap between processing power and storage latencies, which causes applications performance to be impaired when accessing or generating large amounts of data. As the available processing power and amount of data increase, I/O remains a central issue for the scientific community. In this survey, we present background concepts everyone could benefit from. Moreover, through the comprehensive study of publications from the most important conferences and journals in a five-year time window, we discuss the state of the art of I/O optimization approaches, access pattern extraction techniques, and performance modeling, in addition to general aspects of parallel I/O research. Through this approach, we aim at identifying the general characteristics of the field and the main current and future research topics.

On Fault Detection and Diagnosis in Robotic Systems

Robots are sophisticated machines that are susceptible to different types of faults. These faults have to be detected and diagnosed in time to allow recovery and continuous operation. The field of Fault Detection and Diagnosis (FDD) has been studied for many years. Yet, the study of FDD for robotics is relatively new, and only few surveys were presented. These surveys have focused on traditional FDD approaches and how they may broadly apply to a generic type of robots. Yet, robotic systems can be identified by fundamental characteristics, which pose different constraints and requirements from FDD. In this paper, we aim to provide the reader with useful insights regarding the use of FDD approaches which best suit the different characteristics of robotic systems. We elaborate on the advantages and the challenges these approaches must face. We use two perspectives: (1) FDD from the perspective of the different characteristics of robotic systems, and (2) FDD from the perspective of the different approaches. Finally, we describe research opportunities. With these three contributions readers from both the FDD and the robotics research communities are introduced to this subject.

A Comprehensive Taxonomy of Fragmentation and Allocation Techniques in Distributed Database Design

Designing an optimal distributed database is an extremely complex process due to many factors like large number of relations, data transmission costs, number of network sites, communication costs between sites and query response time. In the sake of achieving an optimal design, fragmentation, replication and data allocation techniques are the key factors for providing a high rendering and supporting data access and sharing at different sites. It is worth saying, however, that these techniques often treated separately and rarely processed together. Some researches sought to find only optimal allocation methods regardless of how the fragmentation technique is performed or replication process is adopted. In contrast, others attempt to find the best fragment solution without considering how allocation would be performed. In this paper, most of different fragmentation, replication and allocation techniques are extensively and precisely scrutinized in contemporary literature for both centralized and distributed databases. Furthermore, some of these techniques presented as cases study for well-analyzed fragmentation and allocation models. These cases are cited as evidence proving that a well designed distributed database can result in significant reduction in communication costs, response time and substantial boost in performance outperforming over centralized systems for geographically distributed sites.

Edge-Oriented Computing Paradigms: A Survey on Architecture Design and System Management

While cloud computing has brought paradigm shifts to computing services, researchers and developers have also found some problems inherent to its nature such as bandwidth bottleneck, communication overhead, and location blindness. The concept of fog/edge computing is therefore coined to extend the services from the core in cloud data centers to the edge of the network. In recent years, many systems are proposed to better serve ubiquitous smart devices closer to the user. This paper provides a complete and up-to-date review of edge-oriented computing systems by encapsulating relevant proposals on their architecture features, management approaches, and design objectives.

Detection and Resolution of Rumours in Social Media: A Survey

Despite the increasing use of social media for information and news gathering, its unmoderated nature often leads to the emergence and spread of rumours, i.e. unverified pieces of information. At the same time, the openness of social media provides opportunities to study how users share and discuss rumours, and to explore how natural language processing and data mining techniques may be used to find ways of determining their veracity. In this survey we introduce and discuss two types of rumours that circulate on social media; long-standing rumours that circulate for long periods of time, and newly-emerging rumours spawned during fast-paced events such as breaking news, where unverified reports are often released piecemeal. We provide an overview of research into social media rumours with the ultimate goal of developing a rumour classification system that consists of four components: rumour detection, rumour tracking, rumour stance classification and rumour veracity classification. We delve into the approaches presented in the scientific literature for the development of each of these components. We summarise the efforts and achievements so far towards the development of rumour classification systems and conclude with suggestions for avenues for future research in social media mining for detection and resolution of rumours.

A Survey of Research into Mixed Criticality Systems

This survey covers research on the topic of mixed criticality systems that has been published since Vestal's seminal paper in 2007. It covers the period up to and including July 2015. The survey is organised along the lines of the major research areas within this topic. These include single processor analysis (including job-based, task-based, fixed priority and EDF scheduling, shared resources and static and synchronous scheduling), multiprocessor analysis, realistic models, formal treatments, and systems issues. The survey also explores the relationship between research into mixed criticality systems and other topics such as fault tolerant scheduling, hierarchical scheduling, cyber physical systems, and probabilistic hard real-time systems. An appendix lists funded projects in the area of mixed criticality.

Activity Recognition with Evolving Data Streams: A Review

Activity recognition aims to provide accurate and opportune information on peoples activities by leveraging sensory data available in todays sensory rich environments. Nowadays, activity recognition has become an emerging field in the areas of pervasive and ubiquitous computing. A typical activity recognition technique processes data streams that evolve from sensing platforms such as mobile sensors, on body sensors, and/or ambient sensors. This paper surveys the two overlapped areas of research of activity recognition and data stream mining. The perspective of this paper is to review the adaptation capabilities of activity recognition techniques in streaming environment. Broad categories of techniques are identified based on the different features in both data streams and activity recognition. The pros and cons of the algorithms in each category are analysed and the possible directions of future research are indicated.

A Survey on the Usage of Eye-Tracking in Computer Programming

In recent years, eye-tracking has been used by researchers in the field of programming education to analyse and understand tasks such as code comprehension, debugging, collaborative programming, tractability and the comprehension of non-code programming representations. Eye-trackers are used to gain more insights into the cognitive process of programmers and programming techniques. In this paper, we perform a systematic literature review (SLR) on existing research using eye-tracking in computer programming. We identify, evaluate, and report 65 studies, published between 1990 and 2015. Participants in these studies were mainly students and faculty members with the common programming language used are Java and UML representation. We also report on a range of eye-trackers and attention tracking tools utilized in these studies and found that the Tobii eye-trackers are more preferred among researchers. In this SLR, we report the findings based on the materials, participant sample, and eye-tracking device used in each experiment.

A Survey on Online Judge Systems and Their Applications

Online judges are systems designed for the reliable evaluation of algorithm source code submitted by users, which is next compiled and tested in a homogeneous environment. Online judges are becoming popular in various applications. Thus, we would like to review the state of the art for these systems. We classify them according to their principal objectives into systems supporting organization of competitive programming contests, enhancing education and recruitment processes, or facilitating the solving of data mining challenges, online compilers and development platforms integrated as components of other custom systems. Moreover, we present the Optil.io platform, which has been proposed for the solving of complex optimization problems. We also present the advantages of our system by analysis of the competition results conducted using the proposed platform. The competition proved that this platform, strengthened by crowdsourcing concepts, can be successfully applied to accurately and efficiently solve complex industrial- and science-driven challenges.

Multimedia Big Data Analytics: A Survey

With the proliferation of online services and mobile technologies, the world has stepped into a multimedia big data era. Lots of research work have been done in the multimedia area, targeting at different aspects of big data analytics, such as the capture, storage, indexing, mining, and retrieval of multimedia big data. However, very few research work provides a complete survey of the whole pine-line of the multimedia big data analytics, including the management and analysis of the large amount of data, the challenges and opportunities, and the promising research directions. To serve this purpose, we present this survey which conducts a comprehensive overview of the state-of-the-art research work on multimedia big data analytics. It also aims to bridge the gap between multimedia challenges and big data solutions by providing the current big data frameworks, their applications in multimedia analyses, the strengths and limitations of the existing methods, and the potential future directions in multimedia big data analytics. To the best of our knowledge, this is the first survey which targets the most recent multimedia management techniques for very large-scale data and also provides the research studies and technologies advancing the multimedia analyses in this big data era.

Multi-Robot Assembly Strategies and Metrics

We present a survey of multi-robot assembly applications and methods, and describe trends and general insights into the multi-robot assembly problem for industrial applications. We focus on fixtureless assembly strategies featuring two or more robotic systems. Such robotic systems include industrial robot arms, dexterous robotic hands, and autonomous mobile platforms, such as automated guided vehicles. In this survey, we identify the types of assemblies that are enabled by utilizing multiple robots, the algorithms that synchronize the motions of the robots to complete the assembly operations, and the metrics used to assess the quality and performance of the assemblies.

Quality Control in Crowdsourcing: A Survey of Quality Attributes, Assessment Techniques and Assurance Actions

Crowdsourcing enables one to leverage on the intelligence and wisdom of potentially large groups of individuals toward solving problems. Common problems approached with crowdsourcing are labeling images, translating or transcribing text, providing opinions or ideas, and similar  all tasks that computers are not good at or where they may even fail altogether. The introduction of humans into computations and/or everyday work, however, also poses critical, novel challenges in terms of quality control, as the crowd is typically composed of people with unknown and very diverse abilities, skills, interests, personal objectives and technological resources. This survey studies quality in the context of crowdsourcing along several dimensions, so as to define and characterize it and to understand the current state of the art. Specifically, this survey derives a quality model for crowdsourcing tasks, identifies the methods and techniques that can be used to assess the attributes of the model, and the actions and strategies that help prevent and mitigate quality problems. An analysis of how these features are supported by the state of the art further identifies open issues and informs an outlook on hot future research directions.

Data-driven Approaches to Game Player Modeling: A Systematic Literature Review

Context: Recent years have seen growing interest in open-ended interactive tools such as games. One of the most crucial factors in developing games is to model and predict individual behavior. Although model-based approaches have been considered a standard way for this purpose, their application is often extremely difficult due to a huge space of actions can be created by games. For this reason, data-driven approaches have shown promise, in part because they are not completely reliant on expert knowledge. Objective: This study seeks to systematically review the existing research on the use of data-driven approaches in game player modeling. Method: We have carefully surveyed a nine-year sample (2008-2016) of experimental studies conducted on data-driven approaches in game player modeling, and thereby found 36 studies that addressed four primary research questions, and so we analyzed and classified the questions, methods, and findings of these published works, which we evaluated and drew conclusions from based on non-statistical methods. Results: We found that there are three primary avenues in which data-driven approaches have been studied in games research. In conclusion, we highlight critical future challenges in the area and offer directions for future study

A Systematic Review of Cloud Modeling Languages

Modern cloud environments support a relatively high degree of automation in service provisioning, which allows cloud users to dynamically acquire services required for deploying cloud applications. Cloud modeling languages (CMLs) have been proposed to address the diversity of features provided by todays cloud environments and support different application scenarios, e.g. migrating existing applications to the cloud, developing new cloud applications, or optimizing them. There is, however, still much debate on what a CML is and what aspects of a cloud application and the target cloud environment should be modeled by a CML. Furthermore, the distinction between CMLs on a fine-grained level exposing their modeling concepts is rarely made. In this article, we investigate the diverse features currently provided by existing CMLs. We classify and compare them according to a common framework with the goal to support cloud users in selecting the CML which fits the needs of their application scenario and setting. As a result, not only features of existing CMLs are pointed out for which extensive support is already provided but also in which existing CMLs are deficient, thereby suggesting a research agenda for the future.

Cooperative Multi-Agent Planning: A Survey

Distributed and multi-agent planning (MAP) is a relatively recent research field that combines technologies, algorithms and techniques developed by the Artificial Intelligence Planning and Multi-Agent Systems communities. While planning has been generally treated as a single-agent task, MAP generalizes this concept by considering multiple intelligent agents that work together to develop a course of action that satisfies the goals of the group. This paper reviews the most relevant approaches to MAP, including the solvers that took part in the 2015 Competition of Distributed and Multi-Agent Planning, and classifies them according to the key features of the solvers, distribution and coordination.

Bibliometrics

Publication Years 1969-2017
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Citation Count 50873
Available for Download 1658
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El Saddik Abdulmotaleb ACM Distinguished Member (2010)
ACM Senior Member (2008)
Serge Abiteboul ACM Fellows (2011)
Gregory Abowd ACM Eugene L. Lawler Award for Humanitarian Contributions within Computer Science and Informatics (2009)
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ACM Distinguished Member (2012)
Gregory R Andrews ACM Fellows (1998)
Owen Astrachan ACM Karl V. Karlstrom Outstanding Educator Award (2016)
ACM Distinguished Member (2013)
David F Bacon ACM Fellows (2009)
ACM Distinguished Member (2006)
Ricardo A Baeza-Yates ACM Fellows (2009)
Ruzena R Bajcsy ACM Distinguished Service Award (2003)
ACM AAAI Allen Newell Award (2001)
ACM Fellows (1996)
Victor Basili ACM Fellows (1997)
Benjamin B Bederson ACM Distinguished Member (2011)
Philip A Bernstein ACM Fellows (2001)
Fernando Berzal Galiano ACM Senior Member (2008)
Jose A Blakeley ACM Fellows (2009)
Michael W Blasgen ACM Fellows (1994)
ACM Programming Systems and Languages Paper Award (1982)
Guy Blelloch ACM Fellows (2011)
Daniel Bobrow ACM Fellows (1994)
ACM Software System Award (1992)
ACM Programming Systems and Languages Paper Award (1974)
Gregor V Bochmann ACM Fellows (1996)
Ronald J. Brachman ACM Fellows (1999)
Eric A. Brewer ACM Prize in Computing (2009)
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Peter Brusilovsky ACM Senior Member (2008)
Randal E Bryant ACM Fellows (2000)
ACM Paris Kanellakis Theory and Practice Award (1998)
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ACM Senior Member (2006)
Margaret Burnett ACM Distinguished Member (2015)
Rajkumar Buyya ACM Senior Member (2008)
Robert Cailliau ACM Software System Award (1995)
Murray S Campbell ACM Distinguished Member (2008)
Mario Cannataro ACM Senior Member (2009)
Jiannong Cao ACM Distinguished Member (2017)
Luca Cardelli ACM Fellows (2004)
Robert S Cartwright ACM Fellows (1998)
Godwin V Caruana ACM Senior Member (2013)
Carlos A. Castillo ACM Senior Member (2014)
Rick Cattell ACM Fellows (2012)
Stefano Ceri ACM Fellows (2013)
Donald Chamberlin ACM Fellows (1994)
ACM Software System Award (1988)
Ramalingam Chellappa ACM Fellows (2013)
Danny Z Chen ACM Distinguished Member (2014)
ACM Senior Member (2011)
Peter Chen ACM Fellows (2010)
Alok Choudhary ACM Fellows (2009)
Michael G Christel ACM Senior Member (2010)
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Tom Cormen ACM Distinguished Member (2009)
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ACM Senior Member (2006)
Fabio Crestani ACM Senior Member (2009)
Ron Cytron ACM Fellows (2010)
Ernesto Damiani ACM Distinguished Member (2008)
Susan B Davidson ACM Fellows (2001)
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David DeWitt ACM Software System Award (2008)
ACM Fellows (1995)
Thomas L Dean ACM Fellows (2009)
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Alberto Del Bimbo ACM Distinguished Member (2016)
Richard Demillo ACM Fellows (2003)
Dorothy E Denning ACM Fellows (1995)
Peter J Denning Outstanding Contribution to ACM Award (1998)
ACM Karl V. Karlstrom Outstanding Educator Award (1996)
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ACM Distinguished Service Award (1989)
ACM Programming Systems and Languages Paper Award (1971)
Jack Dennis ACM Fellows (1994)
ACM-IEEE CS Eckert-Mauchly Award (1984)
Narsingh Deo ACM Fellows (1996)
Steven J Derose ACM Senior Member (2007)
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George Dodd ACM Fellows (1996)
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Matthew B Dwyer ACM Distinguished Member (2007)
David S Ebert ACM Senior Member (2009)
Faith Ellen ACM Fellows (2014)
Carla S. Ellis ACM Fellows (2010)
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Ahmed Elmagarmid ACM Fellows (2012)
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Joel Emer ACM-IEEE CS Eckert-Mauchly Award (2009)
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Douglas Engelbart ACM A. M. Turing Award (1997)
ACM Software System Award (1990)
Martin Erwig ACM Senior Member (2008)
Vladimir Estivill-Castro ACM Senior Member (2015)
Christos Faloutsos ACM Fellows (2010)
Matthias Felleisen ACM Karl V. Karlstrom Outstanding Educator Award (2009)
ACM Fellows (2006)
Tse-Yun Feng ACM Fellows (1994)
Aaron Finerman ACM Fellows (1994)
Stephen Fink ACM Distinguished Member (2011)
ACM Senior Member (2008)
Michael J Flynn ACM Fellows (1994)
ACM-IEEE CS Eckert-Mauchly Award (1992)
Patrick J Flynn ACM Distinguished Member (2011)
ACM Senior Member (2009)
James D Foley ACM Fellows (1999)
Stephanie Forrest ACM AAAI Allen Newell Award (2011)
Michael Franz ACM Fellows (2015)
ACM Distinguished Member (2006)
Herbert Freeman ACM Fellows (1997)
Peter A Freeman ACM Fellows (2000)
Ophir Frieder ACM Fellows (2005)
Benjamin Fung ACM Senior Member (2013)
Zvi Galil ACM Fellows (1995)
Wen Gao ACM Fellows (2013)
Hector Garcia-Molina ACM Fellows (1997)
David Garlan ACM Fellows (2013)
ACM Senior Member (2008)
Minos Garofalakis ACM Distinguished Member (2011)
ACM Senior Member (2009)
Garth A Gibson ACM Fellows (2012)
ACM Doctoral Dissertation Award
Series Winner (1991)
David K Gifford ACM Fellows (2011)
Robert L Glass ACM Fellows (1999)
Adele Goldberg ACM Fellows (1994)
ACM Software System Award (1987)
Michael T Goodrich ACM Fellows (2009)
ACM Distinguished Member (2006)
Georg Gottlob ACM Fellows (2007)
Goetz Graefe ACM Software System Award (2008)
Susan L Graham ACM-IEEE CS Ken Kennedy Award (2011)
ACM Distinguished Service Award (2006)
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Jim Gray ACM A. M. Turing Award (1998)
ACM Fellows (1994)
ACM Software System Award (1988)
ACM Programming Systems and Languages Paper Award (1982)
Cordell Green ACM Fellows (1994)
ACM Grace Murray Hopper Award (1985)
Robert Grossman ACM Fellows (2016)
Barbara J Grosz ACM AAAI Allen Newell Award (2008)
ACM Fellows (2003)
Jonathan Grudin ACM Fellows (2012)
Rachid Guerraoui ACM Fellows (2012)
Leonidas J Guibas ACM AAAI Allen Newell Award (2007)
ACM Fellows (1999)
Gopal Krishna Gupta ACM Fellows (1998)
Rajiv Gupta ACM Fellows (2009)
Carl Gutwin ACM Distinguished Member (2015)
Brent T Hailpern ACM Fellows (2003)
Wendy Hall Outstanding Contribution to ACM Award (2014)
ACM Fellows (2010)
Lynda Hardman ACM Distinguished Member (2014)
ACM Senior Member (2013)
Robert Harper ACM Fellows (2005)
Juris Hartmanis ACM Distinguished Service Award (2013)
ACM Fellows (1994)
ACM A. M. Turing Award (1993)
Marti Hearst ACM Fellows (2013)
John L Hennessy ACM-IEEE CS Eckert-Mauchly Award (2001)
ACM Fellows (1997)
Thomas A Henzinger ACM Fellows (2006)
John Hershberger ACM Fellows (2012)
C. Antony R. Hoare ACM A. M. Turing Award (1980)
ACM Programming Systems and Languages Paper Award (1973)
Lance Hoffman ACM Fellows (1995)
Gerard J. Holzmann ACM Fellows (2011)
ACM Paris Kanellakis Theory and Practice Award (2005)
ACM Software System Award (2001)
James Jay Horning ACM Fellows (1998)
Tiejun Huang ACM Senior Member (2013)
Jean-Pierre Hubaux ACM Fellows (2010)
Paul Hudak ACM Fellows (2003)
Richard Hull ACM Fellows (2007)
Ihab F. Ilyas ACM Distinguished Member (2014)
Yannis E Ioannidis ACM Fellows (2004)
Sitharama Iyengar ACM Fellows (2001)
Robert J.K. Jacob ACM Fellows (2016)
Anil K Jain ACM Fellows (2003)
Ramesh C Jain ACM Fellows (2003)
Matthias Jarke ACM Fellows (2013)
Christian S. Jensen ACM Fellows (2011)
Anita K Jones ACM Fellows (1996)
Cliff B Jones ACM Fellows (1995)
Neil Jones ACM Fellows (1998)
Michael I. Jordan ACM Fellows (2010)
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Joaquim Jorge ACM Distinguished Member (2017)
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Randy H. Katz ACM Karl V. Karlstrom Outstanding Educator Award (1999)
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ACM Grace Murray Hopper Award (2000)
Stephen T Kent ACM Fellows (1998)
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Angelos Dennis Keromytis ACM Distinguished Member (2012)
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Won Kim ACM Distinguished Service Award (2001)
Jon Kleinberg ACM AAAI Allen Newell Award (2014)
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ACM Prize in Computing (2008)
Craig Knoblock ACM Distinguished Member (2008)
Donald E Knuth ACM Fellows (1994)
ACM Software System Award (1986)
ACM A. M. Turing Award (1974)
ACM Grace Murray Hopper Award (1971)
Daphne Koller ACM Prize in Computing (2007)
Henry F Korth ACM Fellows (2000)
Donald Kossmann ACM Fellows (2010)
David Kotz ACM Senior Member (2006)
David J Kuck ACM-IEEE CS Ken Kennedy Award (2010)
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ACM-IEEE CS Eckert-Mauchly Award (1993)
Vipin Kumar ACM Fellows (2005)
James Kurose ACM Fellows (2001)
Douglas S Lea ACM Fellows (2013)
Der-Tsai Lee ACM Fellows (1997)
Peter Lee ACM Fellows (2004)
K. Rustan M. Leino ACM Fellows (2016)
Abraham Lempel ACM Paris Kanellakis Theory and Practice Award (1997)
Maurizio Lenzerini ACM Fellows (2009)
George Lepouras ACM Senior Member (2008)
Nancy Leveson ACM AAAI Allen Newell Award (1999)
ACM Fellows (1995)
Roy Levin ACM Fellows (2008)
Ming C Lin ACM Fellows (2011)
Bruce Lindsay ACM Fellows (1994)
ACM Programming Systems and Languages Paper Award (1982)
Witold Litwin ACM Fellows (2001)
Yunhao Liu ACM Fellows (2015)
Yunhao Liu ACM Presidential Award (2013)
David B Lomet ACM Fellows (2002)
Javier Lopez ACM Senior Member (2012)
Raymond A Lorie ACM Fellows (2000)
ACM Software System Award (1988)
ACM Programming Systems and Languages Paper Award (1982)
David Maier ACM Fellows (1998)
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Igor Markov ACM Distinguished Member (2011)
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Steven R. McCanne ACM Doctoral Dissertation Award (1997)
Paul R McJones ACM Fellows (1994)
ACM Programming Systems and Languages Paper Award (1982)
Tao Mei ACM Distinguished Member (2016)
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Panagiotis Takis Metaxas ACM Senior Member (2009)
Barton P Miller ACM Fellows (2001)
Jack Minker ACM AAAI Allen Newell Award (2005)
ACM Fellows (1994)
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Trevor Mudge ACM Fellows (2016)
ACM-IEEE CS Eckert-Mauchly Award (2014)
Richard R Muntz ACM Fellows (1996)
S. Muthukrishnan ACM Fellows (2010)
Brad A Myers ACM Fellows (2005)
Klara Nahrstedt ACM Fellows (2012)
Shamkant Navathe ACM Fellows (2014)
J Nievergelt ACM Fellows (1995)
David S Notkin ACM Fellows (1998)
Martin Odersky ACM Fellows (2007)
Beng Chin Ooi ACM Fellows (2011)
Leon J Osterweil ACM Fellows (1998)
M. Tamer Ozsu ACM Fellows (2006)
Yale Patt ACM Fellows (2001)
ACM Karl V. Karlstrom Outstanding Educator Award (2000)
ACM-IEEE CS Eckert-Mauchly Award (1996)
David Patterson ACM-IEEE CS Eckert-Mauchly Award (2008)
ACM Distinguished Service Award (2007)
ACM Fellows (1994)
ACM Karl V. Karlstrom Outstanding Educator Award (1991)
Randy Pausch ACM Fellows (2007)
ACM Karl V. Karlstrom Outstanding Educator Award (2007)
Judea Pearl ACM Fellows (2015)
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Ron Perrott ACM Distinguished Service Award (2015)
ACM Fellows (1997)
Frank Pfenning ACM Fellows (2015)
ACM Senior Member (2007)
Andre Platzer ACM Doctoral Dissertation Award
Honorable Mention (2009) ACM Doctoral Dissertation Award
Honorable Mention (2009)
Vaughan Ronald Pratt ACM Fellows (1997)
Thomas G Price ACM Programming Systems and Languages Paper Award (1982)
Roy F Rada ACM Fellows (1995)
Prabhakar Raghavan ACM Fellows (2001)
Raghu Ramakrishnan ACM Fellows (2001)
Krithivasan Ramamritham ACM Fellows (2001)
Brian Randell ACM Fellows (2008)
Rajeev Ramnarain Rastogi ACM Fellows (2012)
Raj Reddy ACM Fellows (2012)
ACM A. M. Turing Award (1994)
Daniel A Reed ACM Fellows (2003)
Edward M Reingold ACM Fellows (1996)
Aristides A Requicha ACM Fellows (2007)
John C Reynolds ACM Fellows (2001)
ACM Programming Systems and Languages Paper Award (1971)
John Rice ACM Fellows (1996)
Dirk Riehle ACM Senior Member (2008)
Eric S Roberts ACM Karl V. Karlstrom Outstanding Educator Award (2012)
ACM Fellows (2007)
Joel Jose Rodrigues ACM Senior Member (2011)
Saul Rosen ACM Distinguished Service Award (1984)
Arnold Rosenberg ACM Fellows (1996)
David S. Rosenblum ACM Fellows (2010)
Azriel Rosenfeld ACM Fellows (1994)
Nick Roussopoulos ACM Fellows (2001)
Daniela Rus ACM Fellows (2014)
Barbara Gershon Ryder ACM Presidential Award (2008)
ACM Fellows (1998)
Rizos Sakellariou ACM Senior Member (2015)
Sherif Sakr ACM Senior Member (2017)
Ahmed Sameh ACM Fellows (1999)
Hanan Samet ACM Paris Kanellakis Theory and Practice Award (2011)
ACM Fellows (1996)
Ravinderpal S Sandhu ACM Fellows (2001)
Vijay Saraswat ACM Doctoral Dissertation Award (1989)
Mahadev Satyanarayanan ACM Software System Award (2016)
ACM Fellows (2002)
John E Savage ACM Fellows (1996)
Hans-Joerg Schek ACM Fellows (2001)
William L Scherlis ACM Senior Member (2009)
Fred B Schneider ACM Fellows (1995)
Robert Sedgewick ACM Fellows (1997)
Bart Selman ACM Fellows (2012)
Lui Sha ACM Fellows (2005)
Marc Shapiro ACM Senior Member (2009)
Micha Sharir ACM Fellows (1997)
Dennis E Shasha ACM Fellows (2013)
Alan C Shaw ACM Fellows (1997)
Mary M Shaw ACM Fellows (1996)
Prashant J Shenoy ACM Distinguished Member (2009)
ACM Senior Member (2006)
Stuart Shieber ACM Fellows (2014)
Kang Shin ACM Fellows (2001)
Frank Shipman ACM Distinguished Member (2009)
Ben Shneiderman ACM Fellows (1997)
Yoav Shoham ACM AAAI Allen Newell Award (2012)
ACM Fellows (2012)
Howard Siegel ACM Fellows (1998)
Joseph Sifakis ACM Fellows (2012)
ACM A. M. Turing Award (2007)
Abraham Silberschatz ACM Karl V. Karlstrom Outstanding Educator Award (1998)
ACM Fellows (1996)
Kevin Skadron ACM Fellows (2015)
ACM Distinguished Member (2010)
ACM Senior Member (2007)
Jacob Slonim ACM Doctoral Dissertation Award (1980)
Alan Smith ACM Fellows (2001)
Richard T Snodgrass Outstanding Contribution to ACM Award (2004)
ACM Fellows (1999)
Diomidis Spinellis ACM Senior Member (2006)
Richard Stallman ACM Software System Award (2015)
ACM Grace Murray Hopper Award (1990)
John A Stankovic ACM Fellows (1996)
John Stasko ACM Distinguished Member (2011)
ACM Senior Member (2011)
Giancarlo Succi ACM Senior Member (2008)
S. Sudarshan ACM Fellows (2014)
Subhash Suri ACM Fellows (2010)
ACM Distinguished Member (2007)
Ivan Sutherland ACM Fellows (1994)
ACM Software System Award (1993)
ACM A. M. Turing Award (1988)
Jeffrey Victor Sutherland ACM Senior Member (2009)
Roberto Tamassia ACM Fellows (2012)
Andrew S Tanenbaum ACM Fellows (1996)
Andrew S. Tanenbaum ACM Karl V. Karlstrom Outstanding Educator Award (1994)
Robert W Taylor ACM Fellows (1994)
ACM Software System Award (1984)
Bent Thomsen ACM Senior Member (2016)
Irv Traiger ACM Fellows (1994)
ACM Software System Award (1988)
ACM Programming Systems and Languages Paper Award (1982)
ACM Programming Systems and Languages Paper Award (1971)
Allen Tucker ACM Fellows (1994)
Outstanding Contribution to ACM Award (1991)
Jeffrey D Ullman ACM Karl V. Karlstrom Outstanding Educator Award (1997)
ACM Fellows (1995)
Patrick Valduriez ACM Fellows (2012)
Mateo Valero ACM Distinguished Service Award (2012)
ACM-IEEE CS Eckert-Mauchly Award (2007)
ACM Fellows (2002)
Paul Van Oorschot ACM Fellows (2016)
Robbert Van Renesse ACM Fellows (2009)
C J Van Rijsbergen ACM Fellows (2003)
Moshe Y Vardi ACM Presidential Award (2017)
Outstanding Contribution to ACM Award (2009)
ACM Presidential Award (2008)
ACM Paris Kanellakis Theory and Practice Award (2005)
ACM Fellows (2000)
Sebastian Ventura ACM Senior Member (2013)
Jeffrey S Vetter ACM Distinguished Member (2012)
ACM Gordon Bell Prize
Performance (2010)
Philip Wadler ACM Fellows (2007)
David L Waltz ACM Fellows (1999)
Yu Wang ACM Senior Member (2011)
Anthony I Wasserman ACM Fellows (1996)
Peter Wegner ACM Distinguished Service Award (2000)
ACM Fellows (1995)
Bruce W Weide ACM Senior Member (2009)
Fred W Weingarten ACM Fellows (1996)
Edgar Weippl ACM Senior Member (2008)
Michael Wellman ACM Fellows (2005)
John R. White ACM Presidential Award (2015)
ACM Fellows (1995)
Outstanding Contribution to ACM Award (1994)
Jennifer Widom ACM Athena Lecturer Award (2015)
ACM Fellows (2005)
Gio Wiederhold ACM Fellows (1995)
Reinhard Wilhelm ACM Distinguished Service Award (2010)
ACM Fellows (2000)
John Wilkes ACM Fellows (2002)
Maurice V. Wilkes ACM Fellows (1994)
ACM-IEEE CS Eckert-Mauchly Award (1980)
ACM A. M. Turing Award (1967)
Jeannette M. Wing ACM Distinguished Service Award (2014)
ACM Fellows (1998)
Niklaus E Wirth ACM Fellows (1994)
ACM A. M. Turing Award (1984)
ACM Programming Systems and Languages Paper Award (1978)
Ian Witten ACM Fellows (1996)
Ouri Wolfson ACM Fellows (2001)
Pierre Wolper ACM Paris Kanellakis Theory and Practice Award (2005)
Jie Wu ACM Senior Member (2006)
William A Wulf ACM Karl V. Karlstrom Outstanding Educator Award (2014)
ACM Distinguished Service Award (2011)
ACM Fellows (1994)
Qiang Yang ACM Distinguished Member (2011)
Bulent Yener ACM Senior Member (2013)
Philip S Yu ACM Fellows (1997)
Pamela Zave ACM Fellows (2001)
HongJiang Zhang ACM Fellows (2007)
Lixia Zhang ACM Fellows (2006)
Feng Zhao ACM Distinguished Member (2006)
Yuanyuan Zhou ACM Fellows (2013)
ACM Distinguished Member (2011)
Albert Zomaya ACM Distinguished Member (2006)
Stuart Zweben ACM Fellows (1998)
Outstanding Contribution to ACM Award (1997)
Andries van Dam ACM Fellows (1994)
ACM Karl V. Karlstrom Outstanding Educator Award (1993)
Andries van Dam ACM Fellows (1994)
ACM Karl V. Karlstrom Outstanding Educator Award (1993)

First Name Last Name Paper Counts
Peter Denning 21
Adele Goldberg 18
William Dorn 9
Anthony Wasserman 8
Sparsh Mittal 7
Helen Ashman 6
Rachid Guerraoui 6
Andries Van Dam 6
Rajkumar Buyya 6
Peter Wegner 6
Jeffrey Vitter 5
Rance Cleaveland 5
Yannis Ioannidis 5
Jacques Cohen 5
Elliott Organick 5
Andrew Tanenbaum 5
Corrado Priami 4
Gonzalo Navarro 4
Wendy Hall 4
Albert Zomaya 4
James Fry 4
James Peterson 4
Pierpaolo Degano 4
Peter Lee 4
Fred Schneider 4
Jayadev Misra 4
Peter Wegner 4
Sameeullah Khan 4
Azzedine Boukerche 4
Azriel Rosenfeld 4
Richard Muntz 4
Jens Palsberg 4
Hanan Samet 4
Narendra Ahuja 4
Brad Myers 4
Tamer Özsu 4
Sundaraja Iyengar 4
Gregory Andrews 4
Jeffrey Buzen 4
Luca Cardelli 4
Scott Smolka 4
Mohamed Fayad 4
Bruce Weide 3
Toby Teorey 3
Johnleslie King 3
Miroslaw Malek 3
David Schmidt 3
Robert Rosin 3
Pankaj Agarwal 3
Nabil Adam 3
Charles Consel 3
Abdullah Gani 3
Ingrid Carlbom 3
David Lilja 3
Dick Bulterman 3
Leslie Carr 3
Michael Bieber 3
Goetz Graefe 3
Avi Silberschatz 3
Robyn Kozierok 3
Mark Harman 3
Cristina Nita-Rotaru 3
Werner Retschitzegger 3
Alberto Pettorossi 3
Chris Hankin 3
Patrick Cousot 3
Jonathan Grudin 3
Thomas Dean 3
Fabrício Enembreck 3
Maurizio Proietti 3
John Rice 3
John Stankovic 3
Michael, Loui 3
Quan Sheng 3
Emil Lupu 3
Marvin Zelkowitz 3
Udo Pooch 3
Mahadevan Ganapathi 3
Garth Gibson 3
Raghu Ramakrishnan 3
Dirk Riehle 3
Jon Doyle 3
George Nagy 3
Alexander Thomasian 3
Laurie Damianos 3
Zimu Zhou 3
Carlo Furia 3
Francky Catthoor 3
Henry Ledgard 3
Hanne Nielson 3
Flemming Nielson 3
Roberto Tamassia 3
Randy Katz 3
Frank Manola 3
Jacques Noyé 3
Ben Shneiderman 3
Isabel Cruz 3
Roberto Gorrieri 3
David De Roure 3
Michael Marcotty 3
Joseph Pasquale 3
David Kotz 2
Zhiwen Yu 2
Thierry Lecroq 2
Sherif Sakr 2
Hector Levesque 2
Claudio Carpineto 2
Richard Bird 2
Giuseppe Italiano 2
Mohammed Bennamoun 2
Jim Woodcock 2
Jim Kurose 2
Michael Hanus 2
Fred Maryanski 2
Edward Reingold 2
William Wulf 2
Charles Fischer 2
Antônio Loureiro 2
Chittoor Ramamoorthy 2
Eduardo Hruschka 2
Angelo Morzenti 2
Robert Sedgewick 2
Bernhard Steffen 2
Ugo Montanari 2
Brian Davison 2
William Enck 2
Rizos Sakellariou 2
Sungho Kang 2
Zhiqiang Lin 2
Tomáš Skopal 2
Thomas Dietterich 2
Yonathan Bard 2
Alistair Moffat 2
Gary Leavens 2
Kenneth Kraemer 2
Klara Nahrstedt 2
Ricardo Baeza-Yates 2
Cinzia Cappiello 2
Dana Angluin 2
Leon Presser 2
Norman Meyrowitz 2
H Li 2
James Foley 2
Fatima Nunes 2
Yexi Jiang 2
Umesh Bellur 2
Mohamed Sabry 2
David Atienza 2
John Derrick 2
Otto Lessing 2
Sigmund Gorski 2
Carl Gunter 2
Arun Ross 2
Victor Lesser 2
Douglas Comer 2
Clement Yu 2
Zvi Galil* 2
Guillaume Pierre 2
Pieter Hartel 2
Aristides Requicha 2
David Maier 2
William Stallings 2
Jan Heering 2
Carlo Batini 2
Alberto Marchetti-Spaccamela 2
Philip YU 2
Philippe Codognet 2
Mary Rosson 2
Betty Salzberg 2
Henry Korth 2
Dino Mandrioli 2
Ouri Wolfson 2
Michael Leuschel 2
Renaud Marlet 2
Nic Volanschi 2
Martha Larson 2
Ephraim Glinert 2
Tiziana Margaria 2
Patricia Lago 2
CÉcile Paris 2
Yue Huang 2
Wubai Zhou 2
Robbert Van Renesse 2
Peter Larsen 2
Marjan Mernik 2
Mark Truran 2
Mehmet Akşit 2
John Wilkes 2
Pascal Van Hentenryck 2
George Cybenko 2
Yale Patt 2
Chunyan Miao 2
Sarvnaz Karimi 2
Kotagiri Ramamohanarao 2
Jones Granatyr 2
Jean Hubaux 2
Levente Buttyán 2
Maxime Crochemore 2
Charu Aggarwal 2
John Roddick 2
Sabri Mahmoud 2
Ronald Brachman 2
Gary Sockut 2
Frank Piessens 2
Michael Wellman 2
Siba Mohanty 2
Patrick Hall 2
Jeffrey Ullman 2
Lynette Hirschman 2
Edgar Sibley 2
John Hatcliff 2
Athanasios Vasilakos 2
Allen Tucker 2
Mathias Fischer 2
Shishir Nagaraja 2
Dimitrios Rodopoulos 2
Lionel Ni 2
Niki Pissinou 2
John Fitzgerald 2
Hans Gellersen 2
Abdelhamid Bouchachia 2
Renzo Angles 2
Peter Fontana 2
Won Kim 2
Lester Lipsky 2
Josep Silva 2
Thomas Moran 2
Frederick Lochovsky 2
Wolfgang Klas 2
Paul Hudak 2
Pascal Felber 2
Subrata Dasgupta 2
Derrell Foster 2
Subhash Suri 2
James Michener 2
Lawrence Dowdy 2
João Gama 2
Charles Hoare 2
Juris Hartmanis 2
Kevin Mills 2
Howard Wactlar 2
John Gallagher 2
Douglas Schmidt 2
Vijay Saraswat 2
Leon Osterweil 2
Steve Bryson 2
Francis Sullivan 2
Nathan Goodman 2
Joseph Sifakis 2
Robert Harper 2
Brian Randell 2
Lori Clarke 2
Peter Triantafillou 2
Hafedh Mili 2
Georgia Psychou 2
Tobias Noll 2
Matteo Rossi 2
Boualem Benatallah 2
Serge Demeyer 2
Jochen Huber 2
Alípio Jorge 2
Giuseppe Anastasi 2
Simon Kasif 2
Elisha Sacks 2
Joseph Paciorek 2
Andrew Turpin 2
Jörg Rothe 2
Dennis Severance 2
Jürg Nievergelt 2
Ronald Loui 2
Bruce Schachter 2
Theodor Nelson 2
Harri Oinas-Kukkonen 2
Gustavo Rossi 2
Walter Kohler 2
Faron Moller 2
Robert Jacob 2
Luke Hornof 2
Katia Sycara 2
Sajjad Madani 2
Trevor Mudge 2
Wayne Citrin 2
James Hollan 2
Malvin Kalos 2
Pierre Wolper 2
Tom Van Cutsem 2
Andrzej Jajszczyk 2
Michael Franz 2
Chunqiu Zeng 2
Raymond Yeh 2
Christos Faloutsos 2
Albert Bifet 2
Imran Ghani 2
Sitharama Iyengar 2
Inderveer Chana 2
Andreas Bulling 2
Sivan Toledo 2
Axel Jantsch 2
Alexander Gluhak 2
Andrew Newell 2
Ilia Pietri 2
Justin Zobel 2
Giovanni Romano 2
Natarajan Shankar 2
Bruce Leverett 2
Olivier Danvy 2
Eduardofreire Nakamura 2
Dennis Volpano 2
Alan Feuer 2
Barbara Ryder 2
Matthias Jarke 2
Sushil Jajodia 2
Andy Cockburn 2
Julia Lawall 2
David Embley 2
Maarten Van Steen 2
Benjamin Bustos 2
Daniel Keim 2
André Schiper 2
Gerti Kappel 2
Kevin Crowston 2
Carl Landwehr 2
John Hennessy 2
Eduardo Miranda 2
Ahmed Elmagarmid 2
Philip Wadler 2
William Kent 2
Michael Mannino 2
Richard Snodgrass 2
Gilles Muller 2
John Mitchell 2
Tiziana Catarci 2
Kenneth Neves 2
Philip Bernstein 2
Alexander Brodsky 2
Narain Gehani 2
Donald Knuth 2
Ann Fitzsimmons 2
Tom Love 2
Erik Sandewall 2
Fabio Vitali 2
Daniel Schwabe 2
Dale Miller 2
Ivona Brandić 2
Kim Bruce 2
Jeffrey Kurtz 2
Edmund Clarke 2
Jeannette Wing 2
Krithi Ramamritham 2
Anne Kermarrec 2
Max Mühlhäuser 2
James Stanier 2
Edson Scalabrin 2
William Smyth 2
Niall Murray 2
Gabriel Muntean 2
Cornelia Fermüller 2
George Lueker 2
James Church 2
Robert Sproull 2
Abraham Silberschatz 2
Asuman Dogac 2
Rosemary Simpson 2
C Hoare 2
Catherine McGeoch 2
Jonathan Walpole 2
Daniel Le Métayer 2
Philip Treleaven 2
Richard Millar 2
Alan Burns 2
David Brailsford 2
Fabio Crestani 2
Stephen Taylor 2
Karl Lieberherr 2
Kevin Martin 2
Laura Lafave 2
Scott Thibault 2
Davide Brugali 2
Tina Wong 1
Beau Sheil 1
Peter Thanisch 1
Matthew Dwyer 1
Bern Martens 1
Danny De Schreye 1
Cemil Kirbas 1
Garry Froehlich 1
Mohamed Fayed 1
Qi Zhang 1
Thomas Groß 1
Claudio De Farias 1
Brian Lee 1
Job Timmermans 1
Winston Seah 1
Daniel Obenshain 1
Nachikethas Jagadeesan 1
Vincent Blondel 1
Daniel Riera 1
Joey Scarr 1
Márk Félegyházi 1
Hongyu Zhao 1
Geoffray Bonnin 1
Holger Claussen 1
Ricardo Campos 1
Alan Hanjalic 1
Felix Siegle 1
Concha Bielza 1
Thomas Winkler 1
Thomas Thüm 1
Giuseppe Lo Re 1
Eleanor Rieffel 1
Scott Schneider 1
Anne Orgerie 1
Iffat Kazi 1
Howard Chen 1
Georgios Theodoropoulos 1
Yuan Xue 1
Vasco Vasconcelos 1
Kui Ren 1
Jiangchuan Liu 1
Johannes Kinder 1
Clinton Fookes 1
Dada Gbenga 1
Xirong Li 1
Lamberto Ballan 1
Saleh Abdullahi 1
Sharad Wagle 1
Douglas Dunlop 1
William Howden 1
Michel, Dubois 1
Roy Levin 1
James Donahue 1
Chakkuen Wong 1
Frederick Hayes-Roth 1
Stanley Dunn 1
Meng Xu 1
Étienne Rivière 1
Gianluca Sforza 1
Patrick Martin 1
Francisco Ariza López 1
Jan Groote 1
Owen Astrachan 1
Ian Goldberg 1
Jim Johnson 1
Yoav Shoham 1
John Stasko 1
Barbara Grosz 1
Thomas Cormen 1
Reinhard Wilhelm 1
Faith Fich 1
Avi Wigderson 1
Mehmet Dincbas 1
Eugene Freuder 1
Hans Schek 1
Scot Drysdale 1
Gary Strong 1
Samuel Kamin 1
Paul Green 1
Peter Gammie 1
Sangtae Ha 1
Davide Baltieri 1
Afshar Ganjali 1
Andrzej Kamisiński 1
Zhihui Zhan 1
Guitta Jaoude 1
Raj Gaire 1
Pietro Guzzi 1
Pierangelo Veltri 1
Maria Damiani 1
Andoni Carreton 1
Patrick Heymans 1
Guy Gogniat 1
Stephen Naicken 1
Rajshekar Kalayappan 1
Levi Shaul 1
Hongyun Cai 1
Gabriel Maciá-FernáNdez 1
Zi Huang 1
Arnab Biswas 1
Muhammad Garba 1
Christoph Busch 1
Sayantan Nath 1
Sonali Agarwal 1
Taha Yasseri 1
Youssef Nasser 1
Scott Carr 1
Yimin Yang 1
Mirco Musolesi 1
Olga Zoidi 1
Xu Wang 1
Dimitrios Vergados 1
Geetika Goel 1
Hussein Zedan 1
Roberto Navigli 1
Moshe Barukh 1
Rajiv Ranjan 1
Anastasia Ioannidou 1
Christian Kudahl 1
Piotr Dziurzanski 1
Leandro Indrusiak 1
Dayang Jawawi 1
Bogdan Carbunar 1
Claus Nielsen 1
Jan Peleska 1
Tim Weninger 1
Jürgen Steimle 1
Jinhee Cho 1
Tamer Bacsar 1
Xavier Gréhant 1
Sverre Jarp 1
Omer Zilberberg 1
João Gomes 1
Wei Zang 1
Sonia Chiasson 1
Bingbing Ni 1
Mohammed Bennamoun 1
Vincent Wade 1
Yunji Chen 1
Mingming Guo 1
Jim Woodcock 1
Giovani Gracioli 1
Rodolfo Pellizzoni 1
Sibel Adalı 1
Aqsa Naeem 1
Quanyan Zhu 1
Isabelle Demeure 1
John Dionisio 1
William III 1
Paulo Monteiro 1
Tom Bostoen 1
Des Watson 1
Abraham Bernstein 1
Łukasz Budzisz 1
João Mendes-Moreira 1
Ling Li 1
Paolo Bellavista 1
Cyril Leung 1
Evguenia Kopylova 1
Pedro Peris-López 1
Vishal Gupta 1
Simone Elias 1
Keewon Cho 1
Wooheon Kang 1
Simon Oechsner 1
Daniele Tessera 1
Claire Cardie 1
Julio Hernández-Castro 1
Domenico Cotroneo 1
David Hutchison 1
Erman Ayday 1
Patricia Ruiz 1
Pascal Bouvry 1
Zhu Wang 1
Vasilios Kelefouras 1
Igor Markov 1
Cornelio Yáñez-Márquez 1
Michal Krátký 1
Esben Andreasen 1
Liang Gong 1
Michael Pradel 1
Juan Del Coz 1
Chinghua Chuan 1
Samira Pouyanfar 1
Xiang Zuo 1
Yongrui Qin 1
Hooiling Khoo 1
Tao Li 1
Kim Choo 1
Klaus Löhr 1
Gregor Bochmann 1
David Notkin 1
James Hansen 1
Joost Verhofstad 1
Jim Gray 1
Stephen Kent 1
Martha Branstad 1
Robert Glass 1
Michał Walicki 1
Henry and Gregor 1
Uday Khedker 1
Ruian Duan 1
Paula Branco 1
Vincenzo Piuri 1
Fabio Scotti 1
Fahim Imam 1
Emerson Xavier 1
Dirk Grunwald 1
Ravinder Nath 1
Ian Horswill 1
Wenhann Wang 1
Prasad Sistla 1
Kent Wittenburg 1
Fernando Pereira 1
William Swartout 1
Manuel Hermenegildo 1
Doron Peled 1
John Rushby 1
Dan Olsen 1
Peri Tarr 1
Jos Baeten 1
Rina Dechter 1
Eric Roberts 1
Lui Sha 1
Orlando Pereira 1
Carlee Joe-Wong 1
Mung Chiang 1
Bruno De AraúJo 1
David Lie 1
Adnan Akhunzada 1
Michael Grand 1
Anne Benoit 1
Erik Saule 1
Dipak Ghosal 1
Jaehee Lee 1
Weikai Miao 1
Geguang Pu 1
Paul Walland 1
Asbjørn Følstad 1
Xavier Masip-Bruin 1
Xingquan Zhu 1
Joseph Nash 1
Nathan Burow 1
Li Zheng 1
Hsinyu Ha 1
Ioannis Pitas 1
Sidney D'mello 1
Éric Tanter 1
Aggeliki Sgora 1
Rajeshwari Ganesan 1
Gerald Lüttgen 1
Leon Wald 1
Kenneth Thurber 1
Deepayan Chakrabarti 1
Kaishun Wu 1
Feng Hong 1
Michael Horton 1
Romain Robbes 1
Ahmed Hussein 1
Hashan Mendis 1
Kevin Kwiat 1
Jalel Othman 1
Ryan McCune 1
Antônio Fröhlich 1
Jeroen Delvaux 1
Muhammad Pasha 1
Seyed Hoseini-Tabatabaei 1
Rahim Tafazolli 1
Manuela Pereira 1
Yolande Berbers 1
Tim Brailsford 1
Sergey Blagodurov 1
Artur Ziviani 1
Massimo Rimondini 1
Antonio Corradi 1
Alexandra Fedorova 1
Gábor Pék 1
Jasmine Bowers 1
Ahmed Hemani 1
Tiffany Mintz 1
Tuo Li 1
José Merseguer 1
Jasmeet Singh 1
Huan Liu 1
Aldeida Aleti 1
Sukhpal Singh 1
Luisa Massari 1
Elaheh Momeni 1
Guenter Haring 1
Roberto Natella 1
Andrea Roli 1
Sandro Rafaeli 1
Rudolf Ferenć 1
Muhammad Naveed 1
Gbadebo Ayoade 1
Ke Tang 1
Marco Hudelist 1
Bin Guo 1
Matthew Edwards 1
Ibrahim Venkat 1
Erik Elmroth 1
Sherali Zeadally 1
Mika Ylianttila 1
Abdul Siddiqui 1
Cristian Staicu 1
Pablo González 1
Georgios Paliouras 1
Einar Johnsen 1
ZoltánÁdám Mann 1
Mark Carman 1
Marjan Sirjani 1
Marta Costa-Jussà 1
Sergey Velder 1
Juan García 1
Bengchin Ooi 1
Yiannis Aloimonos 1
Lance Hoffman 1
Dorothy Denning 1
Abraham Lempel 1
Jon Bentley 1
Herbert Bright 1
Gustavus Simmons 1
Elaine Chew 1
Mohammad Parvez 1
Gheorghita Ghinea 1
Jordi Batalla 1
Carol Smidts 1
Feng Li 1
Feng Zhao 1
Subbarao Kambhampati 1
Henry Lucas, 1
Richard Enison 1
Maylun Buck-Lew 1
Charles Kline 1
Wilhelm Hasselbring 1
Paolo Nesi 1
Chiching Chang 1
Feng Yue 1
Lorenzo Alvisi 1
Josep Díaz 1
Naser Barghouti 1
Sungwoo Chung 1
K Leino 1
Rowan Davies 1
David Beech 1
Ned Chapin 1
Stéphane Maag 1
Petr Kuznetsov 1
Mei Kobayashi 1
Richard Enbody 1
Stephen Johnson 1
Marti Hearst 1
Luc Moreau 1
Eugene Charniak 1
Didier Dubois 1
Henri Prade 1
Sergio Ilarri 1
Shanwei Cen 1
Crispin Cowan 1
Arif Ghafoor 1
Teresa Roselli 1
Richard Staehli 1
Ron Sacks-Davis 1
Marco Eichelberg 1
Gokce Laleci 1
Anthony Sloane 1
Dietmar Saupe 1
Edward Lee 1
Nicholas Carriero 1
Sufatrio 1
Henry Chung 1
Yun Li 1
Éric Lefebvre 1
José Macêdo 1
Engineer Bainomugisha 1
Stijn Mostinckx 1
Andrew West 1
Xavier Vilajosana 1
Lilian Bossuet 1
Rafael Rodríguez-Gómez 1
Ümit Çatalyürek 1
Rabih Bashroush 1
Rick Rabiser 1
Frank Dylla 1
André Van Delden 1
Ke Wu 1
Jifeng He 1
Stefan Brunthaler 1
Tao Li 1
Ning Xie 1
Nidhi Tiwari 1
JongWon Kim 1
Maria Costabile 1
Yunhao Liu 1
Steffen Wendzel 1
Jacqueline Kory 1
Veljko Pejovic 1
Tom Dinkelaker 1
Joaquím Salví 1
Dimitrios Soudris 1
Antonis Papanikolaou 1
Matteo Pradella 1
Sergiy Vilkomir 1
Alicia Iriberri 1
Theodore Linden 1
George Anderson 1
Srikumar Venugopal 1
Nathan Brown 1
Zhongwen Guo 1
Joachim Gudmundsson 1
Quinten Soetens 1
Joan Boyar 1
Ameneh Shahraki 1
Abdulmotaleb El Saddik 1
Manuel Prieto 1
Faiz Muram 1
Huy Tran 1
S Raja 1
Anisa Al-Hafeedh 1
Bradley Reaves 1
Luke Deshotels 1
Neena Imam 1
Jorge Blasco 1
Thomas Chen 1
Joseph Gardiner 1
Yi Chang 1
Radivoje Vasiljevic 1
Ramón Beivide 1
Mateo Valero 1
Irene Moser 1
Philippe Teuwen 1
Andrea Hess 1
Daniele Sgandurra 1
Sandeep Shukla 1
Rami Bahsoon 1
Erick Bauman 1
Jinlong Li 1
Paul Rayson 1
Bisan Alsalibi 1
Philippe Wilde 1
Olumuyiwa Ibidunmoye 1
Jukka Suomela 1
Carl Mooney 1
Sunil Vadera 1
Marco Attene 1
Leif Kobbelt 1
Irena Holubová 1
Koushik Sen 1
Pallavi Bagga 1
Ignacio García-Fernández 1
Elias Alevizos 1
Aditya Joshi 1
Ludovic Henrio 1
Andries Engelbrecht 1
Rance Cleaveland 1
Tao Mei 1
Raj Reddy 1
Richard Korf 1
Daniele Dupré 1
Reese Jones 1
Anthony Waserman 1
Gerald Popek 1
Wangmeng Zuo 1
Jordi Petit 1
David Hilbert 1
Alessandro Margara 1
Reinhard Keil 1
Hideaki Takagi 1
H Smith 1
Mark Klein 1
Yukwong Kwok 1
Per Hansen 1
Ahmed Kamal 1
Pinaki Mazumder 1
Palash Sarkar 1
Vasanth Venkatachalam 1
Zhou Lei 1
Felix Salfner 1
Al Nieder 1
Eric Timmreck 1
Diklun Lee 1
Dina Bitton 1
Utz Westermann 1
P Phillips 1
Calton Pu 1
Liusheng Huang 1
Rosalind Picard 1
Devika Subramanian 1
Menachem Jona 1
Raymond Greenlaw 1
Paul Besl 1
Patrick Eugster 1
Remo Pareschi 1
Andrew Wright 1
Michael Brady 1
Ad Van De Goor 1
David Goldberg 1
Balakrishna Iyer 1
Sergio Damas 1
Ferdous Sohel 1
Siome Goldenstein 1
Andrea Wiggins 1
Pedro Antunes 1
Manuel Egele 1
Engin Kirda 1
Godwin Caruana 1
Kalle Lyytinen 1
Mads Dam 1
David Warn 1
John Boyse 1
Evgeny Dantsin 1
Andrei Voronkov 1
Xavier DÉFago 1
Richard Paige 1
Clarence, Ellis 1
J Hanna 1
David Rosenblum 1
Vipin Kumar 1
Gour Karmakar 1
Davide Falessi 1
Philippe Kruchten 1
Carthik Sharma 1
Ronald Demara 1
Salvatore March 1
Magdy Abadir 1
Joseph Newcomer 1
Marjorie Templeton 1
Glenn Thompson 1
Calvin Mooers 1
Jungchang Huang 1
Alan Smith 1
Devanshu Dhyani 1
Sourav Bhowmick 1
Ouri Wolefson 1
Sariel Har-Peled 1
Patrice Koehl 1
Hartmann Genrich 1
P Thiagarajan 1
Peter Bono 1
Lyle Smith 1
Theodore Willoughby 1
M Murty 1
Anil Jain 1
Patrick Flynn 1
Adam Lopez 1
Peter Chapin 1
Christian Skalka 1
Jonathan Smith 1
Sotiris Ioannidis 1
Jeffrey Nickerson 1
Andrew Treloar 1
Lloyd Rutledge 1
Peter Nürnberg 1
Sebastian Zanlongo 1
Eduardo Velloso 1
Dominik Schmidt 1
Brijesh Dongol 1
Kevin Chan 1
Dawu Gu 1
Tansu Alpcan 1
Abbas Kiasari 1
Zhonghai Lu 1
Jörg Kietz 1
Shihhsi Liu 1
Jing Dong 1
Robert Biddle 1
Tatseng Chua 1
Wilson Wong 1
Wei Liu 1
Pedro Gonnet 1
Jorge Sousa 1
Qi Guo 1
Jean Barthès 1
Christian Colombo 1
Mario Fanelli 1
Yuanyuan Zhang 1
R Uthra 1
Boris Danev 1
Graham Coates 1
Hiranava Das 1
Riccardo Coppola 1
Maurizio Morisio 1
Simona Bernardi 1
Angel Lemos 1
Maria Calzarossa 1
Wilfried Gansterer 1
Mohammad Hoque 1
Matti Siekkinen 1
Ryan Heartfield 1
Asma Benmansour 1
Seyed Masoumzadeh 1
Helmut Hlavacs 1
John Narayan 1
Marco Vieira 1
Ellen Clayton 1
Bradley Malin 1
Yang Liu 1
Benoît Baudry 1
Stefan Mitsch 1
Xingshe Zhou 1
Theo Härder 1
Andreas Reuter 1
Gordon Graham 1
K Chandy 1
Charles Sauer 1
Yan Liu 1
Gail Kaiser 1
Kevin Skadron 1
Matthew Parkinson 1
J Couger 1
Eliezer Levy 1
Doron Cohen 1
Pimwadee Chaovalit 1
George Karabatis 1
Felix Freiling 1
Yildiray Kabak 1
Steven Vanderwiel 1
Kinglup Liu 1
Gregory Chockler 1
James Frew 1
Anthony Cohn 1
Eduardo Mena 1
Charles Krueger 1
Michael Quinn 1
Sharon Flank 1
Daniela Rus 1
Gopal Gupta 1
Ehud Shapiro 1
Roberto Giacobazzi 1
Suresh Jagannathan 1
Peter Popov 1
Bev Littlewood 1
Eran Gal 1
David Brownbridge 1
Russ Abbott 1
Mitchell Harris 1
Varun Chandola 1
Arindam Banerjee 1
Stanisław Osiński 1
José Santamaría 1
Richi Nayak 1
Laurence Dooley 1
Terrance Boult 1
Andrea Schauerhuber 1
Wieland Schwinger 1
Elisabeth Kapsammer 1
Michael Hatzopoulos 1
John Gordon 1
Curtis Abbott 1
Gareth Loy 1
Paul Knueven 1
Bennet Lientz 1
Paul Minton 1
Richard Waldinger 1
Ted Lewis 1
Duane Szafron 1
Byron Stutzman 1
Piero Fraternali 1
Stefan Miltchev 1
Frank Shipman 1
Boriana Koleva 1
Ian Taylor 1
Marco Schneider 1
Iain Campbell 1
Katherine Compton 1
Emiliano Casalicchio 1
Konstantinos Morfonios 1
Nardine Osman 1
Judith Masthoff 1
Michael Stein 1
Ralf Laue 1
Yufei Ni 1
Zonghui Li 1
Shuai Mu 1
Tim Storer 1
Nguyen Tran 1
Walid Aref 1
Ibrahim Kamel 1
Roger Schank 1
Jean Andreoli 1
David Reed 1
Julio Torelli 1
Rob Kling 1
Nick Roussopoulos 1
Witold Litwin 1
Andrew Hanson 1
Paul Van Oorschot 1
Patrick Mallett 1
Jon Kleinberg 1
Richard Bodner 1
William Choi 1
Kiranbir Kaur 1
Dale Skeen 1
Catherine Marshall 1
Peter Willett 1
Fernando Lyardet 1
Akrivi Katifori 1
Michael Barborak 1
Roger Chamberlain 1
Christian Darken 1
Sukyoung Ryu 1
Tobias Gemmeke 1
Banu Özden 1
Robert Cartwright 1
Oris Friesen 1
Stephen Smoliar 1
Mechtild Wallrath 1
George Huff 1
Pascal Fua 1
Gary Schneider 1
Paul Moranda 1
Roger King 1
Rick Kopak 1
Thomas Sager 1
Myron MacDougall 1
Sunggu Lee 1
Ke Wang 1
Yonghong Tian 1
Qiang Yang 1
Alper Yilmaz 1
Youssef Hamadi 1
Jiří Matoušek 1
Arnold Rosenberg 1
Rūsiņš Freivalds 1
Jiří Wiedermann 1
Roland Ducournau 1
Leslie Mckenzie 1
Pamela Zave 1
Oliver Günther 1
Reidar Conradi 1
Theo Meijler 1
Ronald Perrott 1
Ihab Ilyas 1
Yuhui Deng 1
Gregg Rothermel 1
Christopher Scaffidi 1
Henry Lieberman 1
Anna Liu 1
Syaheerah Lutfi 1
Ayman Abaza 1
Abdelhamid Mammeri 1
Pablo Barceló 1
Oscar Pulido-Prieto 1
Ulises Juárez-Martínez 1
Miguel Lozano 1
Fernando Fernández 1
Anastasios Skarlatidis 1
Kiko Fernandez-Reyes 1
Albertmingkun Yang 1
Ehsan Khamespanah 1
Manuel Rodriguez 1
Arlind Kopliku 1
Alessio Malizia 1
Bertrand Meyer 1
Bin Li 1
Ulf Blanke 1
Shipeng Li 1
Violeta Medina 1
Luigi Portinale 1
Kenneth Yip 1
John Barron 1
John Gaschnig 1
Stuart Zweben 1
Jiying Zhao 1
Tobias Riege 1
Tim Meyer 1
Songbo Song 1
Edward Coffman 1
Arie Shoshani 1
Elmootazbellah Elnozahy 1
Hala ElAarag 1
C Gotlieb 1
Sally Sedelow 1
Simon Parsons 1
Juan Rodríguez-Aguilar 1
Hareton Leung 1
William Martin 1
Alfred Aho 1
Michael McTear 1
Per Hansen 1
Robert Goldberg 1
Bertram Raphael 1
Scott Danforth 1
Yongkoo Hwang 1
Rick Cattell 1
Chinwan Chung 1
Karl Levitt 1
Jeffrey Scofield 1
Alan Shaw 1
Brian Mirtich 1
Leonidas Guibas 1
Michael Isard 1
James Muir 1
T Baker 1
Daniel Hirschberg 1
Xiaoyangsean Wang 1
Angelos Keromytis 1
Lynda Hardman 1
Paul Lewis 1
Jonathan Furner 1
David Ellis 1
Joonhee Yoo 1
Kasim Candan 1
Steve Green 1
Mike Craven 1
Chris Greenhalgh 1
Stratis Konakas 1
Jack Briner 1
N Santoso 1
Carol Mills 1
Edgar Knapp 1
Joan Peckham 1
Raif Onvural 1
William Robinson 1
Ira Cotton 1
Caitlin Kelleher 1
Randy Pausch 1
Gideon Frieder 1
E Fernandez 1
Bang Wang 1
P Plauger 1
Stephen Kimbleton 1
Mark Chignell 1
Geert Houben 1
Farshid Arman 1
Zain Tariq 1
Adrián Riesco 1
Kang Shin 1
Markus Weinhardt 1
Sandra Heiler 1
Benjamin Fung 1
Tiejun Huang 1
H Hartson 1
Marco Bernardo 1
Donald Sannella 1
Leila De Floriani 1
Robin Abraham 1
Margaret Burnett 1
Panagiotis Metaxas 1
Hans Wirth 1
Mary Shaw 1
Joseph Lawrance 1
Kathleen Mcgill 1
Aaron Harwood 1
Barbara Pernici 1
Sherali Zeadally 1
Dawoud Dawoud 1
François Bancilhon 1
Tao Peng 1
Vijay Chandru 1
Henry Dietz 1
Benjamin Goldberg 1
Ian Sommerville 1
Dennis Shasha 1
Ravi Sandhu 1
Bruce Maggs 1
Craig Wills 1
Serge Abiteboul 1
Yuichi Nakamura 1
Michele Missikoff 1
Swaminathan Sivasubramanian 1
Marvin Tharp 1
Qiang Ji 1
Arthur Veen 1
Christoph Koch 1
Jens Bleiholder 1
Gilles Brassard 1
Bernard Moret 1
Gilles Bailly 1
Philippe Navaux 1
Mohammad Jhaveri 1
Carlos Gañán 1
Jinhee Cho 1
Yiannis Aloimonos 1
Lisa Brown 1
Elaine Faria 1
Michele Loreti 1
Attila Kertész 1
Michael Jordan 1
Pasquale Cinnella 1
Michael Wolfe 1
Joseph Shang 1
Marshall McKusick 1
D Allison 1
Guy Blelloch 1
Gabriel Kuper 1
Tim Bell 1
Derick Wood 1
Jaume Abella 1
William Taggart 1
Besma Abidi 1
Kate Smith-Miles 1
Felix Naumann 1
Harald Vranken 1
Matthias Diener 1
Cheesun Liew 1
Malcolm Atkinson 1
Michelle Galea 1
Tyler Moore 1
Ilche Georgievski 1
Faisalshah Khan 1
Virginie Schaal 1
Johndan Johnson-Eilola 1
Stephen Barnard 1
Paul Van Oorschot 1
Iwan Vosloo 1
Chris Blondia 1
Mike Daily 1
Alexander Hauptmann 1
Sarah Ferguson 1
Cynthia Romer 1
Eric Brewer 1
Kristin Wright 1
Ketan Mayer-Patel 1
Robert Taylor 1
Benjamin Mittman 1
C Carlson 1
Rowan Davies 1
Evelina Lamma 1
John Field 1
Tristan Cazenave 1
Richard Sinnott 1
Grigoris Antoniou 1
Nevin Hentze 1
Narsingh Deo 1
László Böszörményi 1
Giuseppe Liotta 1
Stavros Christodoulakis 1
Minos Garofalakis 1
Yechiam Yemini 1
Jennifer Klein, J 1
Sandeep Purao 1
Vijay Vaishnavi 1
José Marroquín 1
Reuven Bar-Yehuda 1
Keren Bendel 1
Author index 1
M Kherfi 1
A Bernardi 1
Andrea Maurino 1
Marco Mesiti 1
Gunter Saake 1
Maozhen Li 1
Randal Bryant 1
Amit Sheth 1
Berl Hartman 1
Fred Carter 1
Margaret Eich 1
Paul Suetens 1
Marvin Paull 1
Abraham Waksman 1
Lydia Kavraki 1
Dinesh Manocha 1
Alexis Kirke 1
Richard Stallman 1
Jing Ma 1
Muffy Calder 1
Mike Fraser 1
Venkatraman Balasubramanian 1
Constantin Halatsis 1
John Villasenor 1
Philip Leong 1
Mary Bailey 1
Jacques De Kergommeaux 1
Yangdong Deng 1
Muhammad Babar 1
Krzysztof Pawlikowski 1
Dora Giammarresi 1
Michela Spagnuolo 1
Laura Beckwith 1
Alan Blackwell 1
Oscar Nierstrasz 1
Sven Krumke 1
Hartmut Noltemeier 1
George Beskales 1
Mohamed Soliman 1
Matthieu Latapy 1
Elias Duarte 1
Kanthaiah Vijayalayan 1
Manuel Carro 1
Colin Ware 1
Yeehong Yang 1
Sape Mullender 1
Ellen Riloff 1
Steve Chapin 1
Kai Liu 1
Pierangela Samarati 1
Jim Melton 1
Ian Holland 1
Bernhard Haslhofer 1
Robert Schumacker 1
Malcolm Atkinson 1
O Buneman 1
Stefan Pleisch 1
Tommy Thorn 1
Michael Benedikt 1
Sven Kiljan 1
Youngjoo Shin 1
Marco Alves 1
Tanfong Ang 1
Harish Bhaskar 1
Michael Coffin 1
Peter Buhr 1
Eddie Shek 1
Bernhard Eschermann 1
Jason Dedrick 1
Larry Jackson 1
Venu Vasudevan 1
Paul Pazandak 1
Andrew Greenberg 1
Sharon Laskowski 1
Daniel Reed 1
James Mokwa 1
Stuart Selber 1
Moshe Vardi 1
Neil Stewart 1
Satish Srirama 1
Son Dao 1
Li Zhang 1
Jamesze Wang 1
Dongqing Yang 1
Gerhard Roth 1
Daben Liu 1
Mark Palmer 1
John Plaice 1
Kimberley Walls 1
Donald Chamberlin 1
Abdelsalam Helal 1
Jan Bosch 1
António Silva 1
Benoít Garbinato 1
Constantinos Constantinides 1
Heinz Züllighoven 1
Graham King 1
Mark Foresti 1
Raja Harinath 1
Görel Hedin 1
Ehab Al-Shaer 1
Niklas Palaghias 1
Partha Pal 1
Wei Li 1
Vittorio Murino 1
Vijayalakshmi Atluri 1
Bernd Stahl 1
Thomas Tantillo 1
Bhaskar Krishnamachari 1
Ángel Juan 1
Can Yang 1
Weichuan Yu 1
Andreas Peter 1
Gaël Dias 1
Arosha Bandara 1
João Paulo 1
Buğra Gedik 1
Chennakeshava Krishna 1
Johan Lilius 1
António Ravara 1
Rui Liu 1
Paolo Viotti 1
PerOlof Bengtsson 1
Giancarlo Succi 1
Zakaria Maamar 1
Massimo Fenaroli 1
John Michaloski 1
Lidia Fuentes 1
Ian Court 1
Neelam Soundarajan 1
Klaus Moessner 1
Jianbo Guan 1
Lisong Shao 1
José De Souza 1
Roger Brudermann 1
Luci Pirmez 1
Bivas Mitra 1
David Harrison 1
Jaime Lloret 1
Laura Ferrari 1
Amir Darehshoorzadeh 1
Neeraj Suri 1
Miriam Leeser 1
Tracey Ho 1
Xue Liu 1
Toni Mastelić 1
Ariel Oleksiak 1
Jean Pierson 1
Pujan Ziaie 1
Karthik Subbian 1
Tanya Vladimirova 1
Jorgen Ilstad 1
Stefan Leyk 1
Mingki Chong 1
José Pereira 1
Youchiun Wang 1
Catherine Howard 1
Sajal Das 1
J Gutiérrez 1
Marcus Uneson 1
Miguel Calvo-Flores 1
Michael Henson 1
Indrė Žliobaitė 1
Dimitris Mostrous 1
Yong Cui 1
Jiannong Cao 1
Junbin Liu 1
Guojun Wang 1
Daniel Lopresti 1
Nevenka Dimitrova 1
Hongjiang ZHANG 1
Alejandro Frery 1
Martin Stytz 1
Ophir Frieder 1
Odemir Bruno 1
Govind Sharma 1
Scott Davidson 1
William Newman 1
Muhammad Kamran 1
Padma Jayaraman 1
Cecil Smith 1
Susan Davidson 1
Rui Chen 1
Wen Gao 1
Lucas Bordeaux 1
Bernhard Westfechtel 1
Deborah Hix 1
Elias Houstis 1
Giuseppe Cattaneo 1
Daniela Giorgi 1
Amir Yahyavi 1
Mieke Massink 1
Pierluigi Plebani 1
Salima Benrernou 1
Flavio Esposito 1
Ibrahim Matta 1
Alyn Rockwood 1
J Quinlan 1
Lee Hollaar 1
Donald House 1
Patrick Valduriez 1
Alan Watt 1
M Fitzgerald 1
Arie Kaufman 1
Harry Mairson 1
John Worthmann 1
Vladimir Estivill-Castro 1
Xavier Vera 1
Anna Formica 1
Mongi Abidi 1
Jose Onieva 1
Javier López 1
Martin Fischler 1
Kimberly Tam 1
Ali Feizollah 1
Michael Wolverton 1
John Hughes 1
Konstantinos Sagonas 1
María Alpuente 1
Philippe Facon 1
Anna Ciampolini 1
Mark Leone 1
Michael Mattsson 1
Teresa Gonçalves 1
Alejandra Garrido 1
Richard Igou 1
Ezra Ebner 1
Jagdish Bansiya 1
Tzilla Elrad 1
Rolf Knoll 1
Dilip Patel 1
Volker Luckas 1
Jørgen Knudsen 1
Jurgen Koch 1
Hussein Abdel-Wahab 1
Alba De Melo 1
Jaideep Vaidya 1
Marco Platania 1
Yair Amir 1
Peter Soderquist 1
Nadir Shah 1
Fanxin Kong 1
Xin Li 1
Daniel Borrajo 1
Ivan Serina 1
René Mayrhofer 1
Bernhard Rinner 1
Ina Schaefer 1
Alessandra De Paola 1
Richard Wheeler 1
Fred Douglis 1
Robert Soulé 1
Natalia Rodríguez 1
Manuel Cuéllar 1
Xiaowei Li 1
Christian Sommer 1
Gianluigi Zavattaro 1
Stefan Katzenbeisser 1
Edgar Weippl 1
Luiz Coletta 1
Mohammad Alshayeb 1
Sebastian Schrittwieser 1
Georg Merzdovnik 1
Adriana Iamnitchi 1
Marc St-Hilaire 1
Ruogu Fang 1
Junaid Shuja 1
Lu Yu 1
Shomir Wilson 1
Pedro Leon 1
Junaid Qadir 1
Zheng Liu 1
Alexey Lastovetsky 1
Tao Li 1
Astrid Rheinländer 1
Ulf Leser 1
Wolfgang Mulzer 1
Sreerangapalle Reddi 1
Edward Feustel 1
Sidney Hantler 1
Lloyd Fosdick 1
Jean Nicolas 1
Jack Minker 1
Richard Uhlig 1
N Davis 1
Seymour Goodman 1
Helmut Richter 1
Raymond Lorie 1
Irving Traiger 1
Mary Loomis 1
Aaron Finerman 1
Byoungyoung Lee 1
Luís Torgo 1
Rita Ribeiro 1
Angelo Genovese 1
Emmanouel Varvarigos 1
Mike McRoberts 1
Tahir Maqsood 1
Richard Pazzi 1
Richard Rasala 1
Manuel Urena-Camara 1
Brent Carrara 1
Carlisle Adams 1
Jack Mills 1
Robert Grossman 1
Andre Van Tilborg 1
Nádia Silva 1
Effirul Ramlan 1
Tiberio Uricchio 1
Marco Bertini 1
Thomas Kunz 1
Ainuddin Wahab 1
Buke Ao 1
Suleman Khan 1
Alessandro Acquisti 1
Yang Wang 1
Laura Brandimarte 1
Lorrie Cranor 1
Florian Schaub 1
Baligh Al-Helali 1
Yanfang Ye 1
Longbing Cao 1
Jean Baer 1
Marvin Israel 1
Yelena Yesha 1
Stan Zdonik 1
Nathan Relles 1
David Clark 1
George Broomell 1
John Heath 1
Bruce Lindsay 1
Franco Putzolu 1
Norman Black 1
Fong Pong 1
Sigurd Meldal 1
Anita Jones 1
D Reddy 1
Vini Kanvar 1
Youwen Yi 1
Chengyu Song 1
Chenxiong Qian 1
Cong Zheng 1
Emanuel Onica 1
Efthalia Karydi 1
Aparna Bhat 1
Dan Rope 1
Craig Statchuk 1
Osman Khalid 1
Jennifer Widom 1
Anna Neches 1
Anastasia Giachanou 1
Mashael AlSabah 1
David McAllester 1
Lorenzo Cavallaro 1
Israel Koren 1
Orcun Cetin 1
Ravinder Chandhok 1
Laurent Andrey 1
Raphael Finkel 1
Alexander Shvartsman 1
Fred Weingarten 1
Michel Fortier 1
Víctor Martínez 1
G Pavai 1
Asha Vellaikal 1
Vincenzo De Florio 1
Jurij Šilc 1
Borut Robič 1
Yatin Chawathe 1
Ann Michaels 1
Dennis Tsichritzis 1
Sandro Etalle 1
Moreno Falaschi 1
Akihiko Takano 1
Masato Takeichi 1
Torben Mogensen 1
Paola Mello 1
T Dinesh 1
Brent Carlson 1
Tullio Vernazza 1
Francisco Rosa 1
Bernard Moulin 1
C Suresh 1
C Yen 1
George Weinert 1
Riccardo Capobianchi 1
Weitek Tsai 1
Guido Gryczan 1
Francesco Marcelloni 1
Bedir Tekinerdoğan 1
Verlyn Johnson 1
Michael Koch 1
Jean Jézéquel 1
Siqing Zheng 1
James Hu 1
Sebastian Werner 1
Javier Navaridas 1
Desmond Schmidt 1
Fabrício Silva 1
Yimin Yang 1
Yongcai Wang 1
Kaveh Hassani 1
Wonsook Lee 1
Cheolho Hong 1
Charith Perera 1
Peter Komisarczuk 1
Geongsen Poh 1
Kenneth O’brien 1
Jean Briot 1
Peter Thiemann 1
David Kuck 1
Francisco Molina 1
Philip Enslow 1
Paul McJones 1
Victor Basili 1
Frank Allen 1
John Cherniavsky 1
David Gifford 1
Anna Levin 1
Éfren Souza 1
Daphne Koller 1
Charles Kelemen 1
Viera Proulx 1
Vaughan Pratt 1
Alan Hanjalic 1
Ole Madsen 1
Scott Baden 1
David Nagle 1
Ken Mcaloon 1
Roland Yap 1
Michael Jones 1
Nancy Amato 1
Eike Best 1
Sanjiva Prasad 1
Guy Lohman 1
Karen Bennet 1
Jan Bergstra 1
Kai Li 1
David Luginbuhl 1
Baruch Awerbuch 1
Yunhao Liu 1
Subir Ghosh 1
Roberto Vezzani 1
Shu Shi 1
Rich Wolski 1
David Kurlander 1
William Scherlis 1
Jeffrey Vitter 1
Arnon Rosenthal 1
James Coplien 1
Robert Paige 1
Ioannis Tollis 1
Robert Yung 1
Doug Lea 1
Pierre Cointe 1
Shijian Li 1
Qiong Wu 1
Ariane Machado-Lima 1
Gregorio Robles 1
Chenghsin Hsu 1
Anirban Mukhopadhyay 1
Ujjwal Maulik 1
Stefan Marr 1
Donal O'Mahony 1
Mehdi Sookhak 1
Xiaofang Liu 1
Yuejiao Gong 1
Nizar Mabroukeh 1
Christie Ezeife 1
Sarah Diesburg 1
Mario Cannataro 1
Vijay Gurbani 1
Wei Wang 1
Yuting Chen 1
Renatas Kizys 1
J Pickering 1
George Bravos 1
Admela Jukan 1
Ahmed Al-Dubai 1
Per Larsen 1
Teckchaw Ling 1
Paolo Buono 1
Johan Fabry 1
Yago Diez 1
Xavier Lladó 1
Martin Woodward 1
Gondy Leroy 1
Robert Keller 1
Jean Barddal 1
Spiros Nikolopoulos 1
Mohamed Gaber 1
Alvaro Estebanez 1
Diego Llanos 1
Al Mok 1
Umeshwar Dayal 1
Alok Choudhary 1
Joxan Jaffar 1
José Meseguer 1
Martin Odersky 1
John Reynolds 1
Gregor Kiczales 1
Cordell Green 1
Francesca Rossi 1
Gary Koob 1
Insup Lee 1
Melody Moore 1
Seyit Çamtepe 1
Ernest Foo 1
Michał Ren 1
Bianca Baldacci 1
Dong Qiu 1
Hareton Leung 1
Shahbaz Abid 1
Mazliza Othman 1
Hongyi Yao 1
Pierre Akiki 1
Yaoyi Chiang 1
Christian Kästner 1
Gunter Saake 1
Marco Ortolani 1
Yves Paindaveine 1
Laurent Lefèvre 1
Berdenia Stanley 1
Luís Caires 1
Junbin Liang 1
Tao Li 1
Salman Khwaja 1
Jie Wu 1
Muhammad Alam 1
Richard Brooks 1
Hossein Shirazi 1
Stephan Reiff-Marganiec 1
Meehong Ling 1
Donald Adjeroh 1
James Horning 1
Vangelis Paschos 1
Lynn McKell 1
Prasant Mohapatra 1
Thomas Price 1
Danny Sorensen 1
Saul Rosen 1
Peter Schwarz 1
Yang Ji 1
Taesoo Kim 1
Hugues Mercier 1
Panagiotis Kokkinos 1
Yehia Elshater 1
Rizwana Irfan 1
Matthew Farrens 1
Amit Kaul 1
Lynn Stein 1
Shamim Naqvi 1
Beomheyn Kim 1
Sukwon Oh 1
Pierre Jouvelot 1
Wolfgang De Meuter 1
Yuanyuan Zhou 1
Diarmuid Coileain 1
Tongwei Chua 1
An Wang 1
Christine Parent 1
Chiara Renso 1
Natalia Andrienko 1
Muhammad Imran 1
Jian Chang 1
Krishna Venkatasubramanian 1
Jens Krinke 1
Anirban Basu 1
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Heinz Bender 1
Ahmed Sameh 1
Lee Erman 1
Kangjie Lu 1
Yeongjin Jang 1
Dimitrios Kalogeras 1
Konstantinos Margaritis 1
Bent Thomsen 1
William Older 1
Christoph Kofler 1
Craig Chambers 1
Andrew Black 1
Howard Shrobe 1
Barbara Blaustein 1
Cliff Jones 1
Robert Todd 1
Kevin Jeffay 1
William Mckeeman 1
Jacob Slonim 1
Oliver Sharp 1
Kohei Honda 1
Stefano Lonardi 1
Antonio Restivo 1
Adib Zarea-Aliabadi 1
Bianca Falcidieno 1
Patrizio Frosini 1
Steffen Van Bakel 1
David Skillicorn 1
Domenico Talia 1
Charles Dyer 1
Clémence Magnien 1
Luiz Albini 1
Hans Van Vliet 1
Jonathan Silva 1
André De Carvalho 1
Kyriakos Kritikos 1
Marco Comuzzi 1
Michael Parkin 1
Hui Wang 1
Xueqian Zhao 1
Johann Van Der Merwe 1
Stephen McDonald 1
Stefano Ceri 1
John Antonio 1
Wolfgang Dzida 1
Andrea LaPaugh 1
John White 1
Thomas Doeppner 1
Benjamin Bederson 1
Craig Tovey 1
Marko Van Eekelen 1
Eduardo Cruz 1
Paul Martin 1
Peratham Wiriyathammabhum 1
Douglas Summers-Stay 1
Geoffrey Wenger 1
Mudumbai Ranganathan 1
Tony Marsland 1
Juan Cubero 1
William Scott 1
John Makhoul 1
Simon Kaplan 1
Steven McCanne 1
Todd Hodes 1
Greg Butler 1
Rudolf Keller 1
Sushil Birla 1
Jurgen Buchner 1
Carola Lilienthal 1
Margaret Ross 1
Yingwu Wang 1
Paul Sorenson 1
Jaideep Srivastava 1
Ralf Dörner 1
Edans Sandes 1
Yi Ren 1
Qingbo Wu 1
Peter Whelan 1
Halgurd Maghdid 1
Marco Cristani 1
Andrea Trucco 1
Brent Mittelstadt 1
Daniel Guimarans 1
Shunhui Ji 1
Alex Ryker 1
Emanuela Marasco 1
Yijun Yu 1
Omar Emam 1
Sven Apel 1
Adel Toosi 1
Rodrigo Calheiros 1
Wolfgang Polak 1
Martin Hirzel 1
Robert Grimm 1
Héctor Pérez 1
Robert Mitchell 1
Ingray Chen 1
Hugo Vieira 1
Ivan Lanese 1
Pierre Deniélou 1
Ovidiu Dan 1
Thais Silva 1
Cees Snoek 1
Alberto Del Bimbo 1
Hojjat Emami 1
Ivor Spence 1
Pat Morin 1
Tommy Reddad 1
Jurgen Koch 1
Hervé Gallaire 1
Enrique Muñoz 1
Shadi Khalifa 1
Kiran Sundaravarathan 1
Gaurav Jaswal 1
Gregory Abowd 1
William Griswold 1
Jane Liu 1
Stephen Fink 1
Steven German 1
Catherine McCollum 1
Bart Selman 1
Dannyziyi Chen 1
Thomas Conte 1
David Wood 1
Robert Cupper 1
Bonnie John 1
Joel Emer 1
John Lehoczky 1
Jim Smith 1
Oded Goldreich 1
Mohamed Gouda 1
Alan Mackworth 1
Gert Smolka 1
Roy Rada 1
Hanspeter Mössenböck 1
Jon Riecke 1
Rebekka Renner 1
Gang Pan 1
Soumya Sen 1
Jesús González-Barahona 1
Daniel Lopes 1
Pauline Jepp 1
Hamid Talebian 1
Darell Tan 1
Guy Tremblay 1
Ghizlane El Boussaidi 1
Gennady Andrienko 1
Stefano Spaccapietra 1
Aris Gkoulalas-Divanis 1
Fernando Diaz 1
Arnaud Hubaux 1
Theinthan Tun 1
Joan Marquès 1
Josep Jorba 1
Lubos Gaspar 1
Kelly Androutsopoulos 1
Rajeev Alur 1
Gerard Holzmann 1
Stuart Shieber 1
Boris Magnusson 1
Edward Miller 1
Carla Ellis 1
Ádám Csapó 1
Wojciech Mazurczyk 1
Israel Herraiz 1
Joaquim Jorge 1
Brian Wyvill 1
Wei Huang 1
Emmanouil Vasilomanolakis 1
Paola Grosso 1
Partha Goswami 1
Ricardo Pedro 1
Fahimeh Moghaddam 1
Vrizlynn Thing 1
Jinu Kurian 1
Kamil Sarac 1
Yannis Theodoridis 1
Laurence Tratt 1
Viktor Fischer 1
Ian Wakeman 1
Jierui Xie 1
Boleslaw Szymanski 1
Pedro García-Teodoro 1
Hengtao Shen 1
Marlon Dumas 1
Ting Su 1
Amparo Soler-Domínguez 1
Lianhua Chi 1
Marwa Salayma 1
Santonu Sarkar 1
Muhammad Chaudhry 1
Atif Manzoor 1
Giuseppe Desolda 1
Chenshu Wu 1
Sebastian Zander 1
Dimitrios Vergados 1
Paul Krause 1
Anthony Simons 1
Jeremy Dick 1
Marian Gheorghe 1
Denis Weerasiri 1
Elisavet Chatzilari 1

Affiliation Paper Counts
IBM, India 1
IBM Canada Ltd. 1
IBM, Japan 1
IBM Ireland Limited 1
IBM Australia Ltd 1
IBM Research, Ireland 1
CSIRO Data61 1
NYU Tandon School of Engineering 1
NHL University of Applied Sciences 1
Intuit Inc, Canada 1
Pontifical Catholic University of Rio de Janeiro 1
Instituto Tecnologico de Morelia 1
Zuse Institute Berlin 1
Griffith University 1
California State University 1
VTT Technical Research Centre of Finland 1
University of London 1
Institute of Computer Science Crete 1
Laboratorio Nacional de Computacao Cientifica, Petropolis 1
Institute of Computer Science Academy of Sciences of the Czech Republic 1
Gwangju Institute of Science and Technology 1
American University of Beirut 1
Infosys Technologies Limited India 1
Interuniversity Micro-Electronics Center at Leuven 1
Institut Superieur de Gestion de Tunis 1
Institute of Mathmatics and Computer Science University of Latvia 1
University of Peradeniya 1
Reykjavik University 1
Indian Institute of Management Bangalore 1
Sultan Qaboos University 1
ITMO University 1
Bayerische Akademie der Wissenschaften 1
SONY Computer Science Laboratory, Paris 1
Schlumberger Limited 1
Mathematical Applications Group, Inc. 1
NEC Corporation of America 1
Kestrel Institute 1
Carnegie Mellon Software Engineering Institute 1
W. W. Gaertner Research, Inc. 1
Defence Research and Development Canada Valcartier 1
Netflix, Inc. 1
Yahoo Research Barcelona 1
National Institute of Telecommunications, Poland 1
Poznan Supercomputing and Networking Center 1
Universiti Tunku Abdul Rahman 1
Tunis-El Manar University, Faculty of Science 1
Banco de Mexico 1
National Security Research Institute, Korea 1
Lovely Professional University 1
National Laboratory of Advanced Informatics, Xalapa 1
Barcelona Supercomputing Center 1
Princeton Time Sharing Services, Inc. 1
Bloomberg L.P. 1
Nokia Networks 1
Birmingham City University 1
ObjectVideo Inc 1
Universite de Bordeaux 1
Aix Marseille Universite 1
IMDEA Institute 1
University of Wales 1
Centro Universitario de la Defensa, Zaragoza 1
Melbourne Institute of Technology 1
Koya University 1
Telecom & Management SudParis 1
New York University Abu Dhabi 1
Universite Grenoble Alpes 1
Communaute d'Universites et d'Etablissements Lille Nord de France 1
Information Technology University 1
Indraprastha Institute of Information Technology Delhi 1
Laboratoire d'Analyse et Modelisation de Systemes pour l'Aide a la Decision 1
Universite Paris Saclay 1
Laboratoire de Recherche en Informatique 1
University of Coimbra, Centre for Informatics and System 1
Fraunhofer Institute for Communication, Information Processing and Ergonomics 1
University of Tehran 1
Trinity University 1
Rutherford Appleton Laboratory 1
Universite Claude Bernard Lyon 1 1
Shanghai University 1
Brooklyn College 1
Catholic University of the Sacred Heart 1
University of Calcutta 1
Ecole Centrale Paris 1
University of Iowa 1
University of Salento 1
Motorola 1
Hunan University of Science and Technology 1
University of Ferrara 1
Missouri University of Science and Technology 1
University of Cincinnati 1
Guangzhou University 1
University of Alabama 1
St. Polten University of Applied Sciences 1
University of Portsmouth 1
Al Qassim University 1
University of Freiburg 1
University of Teesside 1
Huazhong University of Science and Technology 1
University of Udine 1
Lawrence Livermore National Laboratory 1
Clarkson University 1
School of Higher Technology - University of Quebec 1
IBM Austin Research Laboratory 1
World Health Organization 1
Istituto Di Informatica E Telematica, Pisa 1
Fraunhofer Institute for Computer Graphics Research 1
Fraunhofer Institute for Industrial Engineering 1
Universidad de Alcala 1
NXP Semiconductors 1
Naval Sea Systems Command 1
Isfahan University of Technology 1
BP p.l.c. 1
Ludwig Maximilian University of Munich 1
Universite Paris Descartes 1
Monmouth University 1
University of Miami 1
University of Chicago 1
Wuhan University 1
State University of Maringa 1
University of California, Riverside 1
Institut Universitaire de France 1
Kent State University 1
Shell Global 1
Hosei University 1
Union Carbide Corporation 1
University Hospital Leuven 1
University of Ljubljana 1
ESTEC - European Space Research and Technology Centre 1
University of California System 1
NASA Kennedy Space Center 1
Curtin University of Technology, Perth 1
University of Aizu 1
Tata Institute of Fundamental Research 1
University of Texas System 1
Universite de Caen Basse Normandie 1
Pohang University of Science and Technology 1
University of Huddersfield 1
Hunan University 1
National Sun Yat-Sen University Taiwan 1
University of Bamberg 1
Worcester Polytechnic Institute 1
Multimedia University 1
SRA International Inc 1
Universite de Marne-La-Vallee 1
BRICS Basic Research in Computer Science 1
University of Oregon 1
Allegheny College 1
ONERA Centre de Toulouse 1
Electronic Data Systems 1
University of Warsaw 1
University of Hawaii at Manoa 1
Federal University of Vicosa 1
Adam Mickiewicz University in Poznan 1
SUNY Oswego 1
Hong Kong Baptist University 1
Aston University 1
Alexandru Ioan Cuza University 1
University of Maryland, Baltimore 1
University of Saskatchewan 1
University of Brescia 1
Hamilton College 1
University of Pittsburgh 1
University of Tulsa 1
University of Stuttgart 1
University of Aberdeen 1
Central Intelligence Agency 1
Szechenyi Istvan University 1
INSA Lyon 1
University of Talca 1
The University of Tennessee System 1
Michigan Technological University 1
Philips Research 1
Beijing University of Posts and Telecommunications 1
University of New Brunswick 1
Jinan University 1
INRIA Lorraine 1
Defence Research and Development Canada 1
Universite de Technologie de Compiegne 1
National Tsing Hua University 1
Parametric Technology Corporation 1
Xiamen University 1
The University of North Carolina at Greensboro 1
University of Wisconsin 1
Universite Paris Sorbonne - Paris IV 1
CSIC - Instituto de Investigacion en Inteligencia Artificial 1
Xerox Corporation 1
Computer Sciences Corporation - USA 1
Graz University of Technology 1
Osnabruck University of Applied Sciences 1
US Naval Underwater Systems Center 1
University of Calabria 1
Binghamton University State University of New York 1
University of Oldenburg 1
Information and Communications University 1
Jadavpur University 1
University of Coimbra 1
GE Global Research 1
Texas Tech University at Lubbock 1
University of Michigan-Flint 1
IMAG 1
Stetson University 1
Indian Institute of Technology, Kanpur 1
University of North Florida 1
Universite Libre de Bruxelles 1
University of Lausanne 1
IEEE 1
Helsinki Institute for Information Technology 1
CIMAT 1
Chalmers University of Technology 1
University of Michigan 1
The Johns Hopkins School of Medicine 1
Hanscom AFB 1
University of Essex 1
Mississippi State University 1
University of Nevada, Reno 1
Federal University of Para 1
University of Ontario Institute of Technology 1
State University of New York System 1
California State University Fresno 1
Defense Advanced Research Projects Agency 1
Universidad Jaume I 1
Chinese University of Hong Kong 1
Swarthmore College 1
National Technical University of Athens 1
Instituto Portugues de Oncologia de Francisco Gentil Porto 1
University of Victoria 1
Hitachi, Ltd. 1
Mitsubishi Electric Research Laboratories 1
Defence and Science Technology Organisation Australia 1
University of Rostock 1
RAND Corporation 1
Universite de Bretagne-Sud 1
Thailand National Science and Technology Development Agency 1
King Abdulaziz University 1
University of Geneva 1
University of West London 1
Motorola Austin 1
Federal University of Alagoas 1
University of Houston 1
Google Inc. 1
University of Mannheim 1
University of Western Macedonia 1
Union Bank of Switzerland 1
Brigham Young University 1
University of Salerno 1
Old Dominion University 1
Goethe University Frankfurt 1
Zwickau University of Applies Sciences 1
Rajiv Gandhi University 1
Poznan University of Technology 1
Australian National University 1
Universite des Sciences et Technologies de Lille 1
Roosevelt University 1
University of Limerick 1
Universite Paris 13 1
Wellesley College 1
Tokai University 1
Free University of Bozen-Bolzano 1
University of Kaiserslautern 1
Indian Institute of Technology, Guwahati 1
University of Catania 1
Sarnoff Corporation 1
Keldysh Institute of Applied Mathematics, Russian Academy of Sciences 1
University of Kalyani 1
Ohio University Athens 1
Eastern Washington University 1
Bowdoin College 2
Birla Institute of Technology and Science Pilani 2
University of Erlangen-Nuremberg 2
Catholic University of Louvain, Louvain-la-Neuve 2
University of Liege 2
University of Macedonia 2
CSIRO Ict Centre 2
Microelectronics Computer Technology Corporation 2
Florida State University 2
Karlstad University 2
Bar-Ilan University 2
Lockheed Martin Corporation 2
Universidad de Cordoba 2
Warsaw University of Technology 2
Claremont Graduate University 2
University of the District of Columbia 2
NASA Ames Research Center 2
Sintef Foundation for Scientific and Industrial Research At the Norwegian Institute of Technology 2
University of Nebraska 2
Oberlin College 2
Ecole Normale Superieure de Lyon 2
Malek Ashtar University of Technology 2
Unisys Corporation 2
Koc University 2
The University of Hong Kong 2
Facultes Universitaires Notre-Dame de la Paix 2
Lulea University of Technology 2
Louisiana State University 2
Jilin University 2
University of South Florida Tampa 2
Sandia National Laboratories, New Mexico 2
Technical University in Braunschweig 2
University of Salford 2
Linkoping University 2
Wayne State University 2
National Research Council Canada 2
Harvard University 2
University of Groningen 2
University of Oslo 2
Kyoto University 2
Japan Advanced Institute of Science and Technology 2
BBN Technologies 2
University of Sherbrooke 2
University of Reading 2
University of Milan - Bicocca 2
University of Antwerp 2
King Saud University 2
South National University 2
Institut de Recherche et Coordination Acoustique Musique 2
City University of Hong Kong 2
SRM University 2
Renmin University of China 2
University of California, Davis 2
Drexel University 2
Sun Microsystems 2
Bilkent University 2
Federal University of Sao Paulo 2
University of Pavia 2
Abo Akademi University 2
University of Kansas Lawrence 2
University of Augsburg 2
Tilburg University 2
University of Naples Federico II 2
Florida Atlantic University 2
University of South Wales 2
Panjab University 2
VSB - Technical University of Ostrava 2
Monash University Malaysia 2
Universidad Rey Juan Carlos 2
University of Buckingham 2
Loyola Marymount University 2
Athens University of Economics and Business 2
European Organization for Nuclear Research 2
Federal University of Ceara 2
University of Minho 2
University of Bern 2
Williams College 2
University of Greenwich 2
University of Macau 2
Ocean University of China 2
University of Connecticut 2
Faculdade de Ciencias e Tecnologia, New University of Lisbon 2
Auckland University of Technology 2
Fraunhofer Institute for Intelligent Analysis and Information Systems 2
Portland State University 2
University of Technology Sydney 2
Jozef Stefan Institute 2
University of California, Santa Cruz 2
Indian Statistical Institute, Kolkata 2
University of Brasilia 2
Shanghai Jiaotong University 2
University of Tokyo 2
Wright-Patterson AFB 2
Stanford Linear Accelerator Center 2
Keio University 2
University of East London 2
IBM Haifa Labs 2
Clemson University 2
University of Rochester 2
FX Palo Alto Laboratory 2
Stevens Institute of Technology 2
University of the Basque Country 2
TELECOM ParisTech 2
IBM Zurich Research Laboratory 2
Bournemouth University 2
State University of Campinas 2
Aerospace Corporation 2
University of Bergen 2
Verimag 2
Free University of Berlin 2
Swedish Institute of Computer Science 2
NEC Corporation 2
Federal University of Pernambuco 2
Utah State University 2
University of South Australia 2
Korea Advanced Institute of Science & Technology 2
Indian Institute of Information Technology, Allahabad 2
Amherst College 2
University of Jyvaskyla 2
INRIA Rocquencourt 2
Michoacan University of Saint Nicholas of Hidalgo 2
Universite de Rouen 2
TU Dortmund University 2
Naval Postgraduate School 2
Nanjing University 2
Saarland University 2
Universite Abou Bekr Belkaid Tlemcen 2
University of Belgrade 2
Centre de Recherche sur l'Information Scientifique et Technique (CERIST) 2
University of Luxembourg 2
University of Malta 2
Instituto Tecnologico de Orizaba, Mexico 2
Sybase Inc. 2
Intermetrics, Inc. 2
Intel Technology India Pvt Ltd. 2
Institutions Markets Technologies, Lucca 2
Universite de Toulouse 2
Italian Institute of Technology 2
Karlsruhe Institute of Technology 2
Orange Labs 2
Interdisciplinary Institute for Broadband Technology 2
COMSATS Institute of Information Technology Lahore 2
Sunway University 2
SK Hynix Inc. 2
Open University of the Netherlands 3
Universidad de Valladolid 3
University of Maryland, Baltimore County 3
Dublin City University 3
University of Utah 3
DePaul University 3
University of Szeged 3
University of New Hamsphire Durham 3
Lund University 3
Pontificia Universidad Catolica de Chile 3
EURECOM Ecole d'Ingenieurs & Centre de Recherche en Systemes de Communication 3
Federal University of Minas Gerais 3
University of Regina 3
Temple University 3
Swinburne University of Technology 3
University of Copenhagen 3
Umea University 3
Panasonic Technologies, Inc. 3
University of Patras 3
London South Bank University 3
California Institute of Technology 3
McMaster University 3
University of Verona 3
Laval University 3
Indian Institute of Technology, Delhi 3
Oklahoma State University System 3
Concordia University, Montreal 3
Laboratoire Traitement et Communication de l'Information 3
German Research Center for Artificial Intelligence (DFKI) 3
Yahoo Research Labs 3
Istituto di Scienza e Tecnologie dell'Informazione A. Faedo 3
European Centre for Soft Computing 3
Hasso-Plattner-Institut fur Softwaresystemtechnik GmbH 3
Guru Nanak Dev University India 3
Ecole Normale Superieure 3
University of Padua 3
Shenzhen University 3
Federal University of Amazonas 3
Universiti Teknologi Petronas 3
Kyung Hee University 3
Instituto de Engenharia de Sistemas e Computadores Investigacao e Desenvolvimento em Lisboa 3
University of Neuchatel 3
University of Calgary 3
Victoria University of Wellington 3
University of Valencia 3
University of Helsinki 3
George Washington University 3
University of Peloponnese 3
Uppsala University 3
Arizona State University 3
Zhejiang University 3
University of Maribor 3
Iowa State University 3
Instituto Superior Tecnico 3
Southeast University China, Nanjing 3
MIT Computer Science and Artificial Intelligence Laboratory 3
Federal University of Rio Grande do Sul 3
Universidad de Oviedo 3
University of Lugano 3
Amirkabir University of Technology 3
Hebrew University of Jerusalem 3
Uludag University 3
University of Vermont 3
University of Montreal 3
GM Research Lab 3
University of Colorado at Colorado Springs 3
University of KwaZulu-Natal 3
University of Piraeus 3
Universidad Politecnica de Valencia 3
Robert Gordon University 3
University of Leeds 3
University of Windsor 3
University of Zurich 3
Roma Tre University 3
Oldenburger Forschungs- Und Entwicklungsinstitut fur Informatik-Werkzeuge Und -Systeme 3
Verizon Communications 3
Indian Institute of Science, Bangalore 3
Universidad de Jaen 3
University of Cantabria 3
University of Kentucky 3
National Institute of Technology Hamirpur 3
Universidad de Zaragoza 3
De Montfort University 3
Weizmann Institute of Science Israel 3
NEC Laboratories America, Inc. 3
Napier University 3
Washington State University Pullman 3
University of Science and Technology of China 3
Harbin Institute of Technology 3
Boston University 3
Research Academic Computer Technology Institute, Patras 3
University of Pretoria 3
University of Virginia 3
Queen Mary, University of London 3
New Jersey Institute of Technology 3
University of Delaware 3
Universidad Autonoma de Barcelona 3
Aalto University 4
Singapore University of Technology and Design 4
Qatar Computing Research institute 4
Federal University of Rio de Janeiro 4
Lehigh University 4
Universiti Sains Malaysia 4
Demokritos National Centre for Scientific Research 4
Thapar University 4
Universite Pierre et Marie Curie 4
MIT Media Laboratory 4
University of Texas at Arlington 4
Universidad de Malaga 4
Southampton Solent University 4
Middle East Technical University 4
Indian Institute of Technology, Kharagpur 4
University College Dublin 4
Korea University 4
The University of North Carolina at Charlotte 4
University of Porto 4
Ecole des Mines de Nantes 4
Nanjing University of Post and TeleCommunications 4
University of Adelaide 4
Universitat de Girona 4
University of Kent 4
University of Dublin, Trinity College 4
Polytechnic Institute of Turin 4
Georgia State University 4
Norwegian University of Science and Technology 4
United States National Science Foundation 4
Peking University 4
Federal University of Parana 4
University of Louisiana at Lafayette 4
Aristotle University of Thessaloniki 4
University of Tennessee, Knoxville 4
Southern Methodist University 4
University of Palermo 4
Technical University of Dresden 4
University of Magdeburg 4
University of Southern Denmark 4
Air Force Research Laboratory 4
Macquarie University 4
Athlone Institute of Technology 4
University of Bristol 4
West Virginia University 4
Anna University 4
Sun Yat-Sen University 4
Aalborg University 4
University of Central Florida 4
University of Durham 4
Technion - Israel Institute of Technology 4
Ecoles polytechniques federales 4
University of Plymouth 4
Center For Research And Technology - Hellas 4
Microsoft Corporation 4
Complutense University of Madrid 4
University of Hamburg 4
Karlsruhe Institute of Technology, Campus South 4
Ecole des Mines de Paris 4
Boeing Corporation 4
University at Buffalo, State University of New York 4
University of New Mexico 4
University of Leicester 4
U.S. Army Research Laboratory 4
Fondazione Ugo Bordoni 4
University of Tartu 4
Siemens USA 4
Universite de Lyon 4
Max Planck Institute for Informatics 5
Rutgers University-Newark Campus 5
General Motors 5
Kansas State University 5
Northwestern Polytechnical University China 5
University of Minnesota System 5
CNRS Centre National de la Recherche Scientifique 5
King Fahd University of Petroleum and Minerals 5
HP Labs 5
Technical University of Denmark 5
University of Wurzburg 5
Oregon State University 5
Ca' Foscari University of Venice 5
University of Southern California, Information Sciences Institute 5
AGH University of Science and Technology 5
Federal University of Santa Catarina 5
University of Birmingham 5
Royal Holloway University of London 5
Flinders University of South Australia 5
Universiti Teknologi Malaysia 5
East China Normal University 5
University of Bari 5
Tufts University 5
The University of North Carolina at Chapel Hill 5
University of Genoa 5
Stony Brook University 5
Institute for Research in IT and Random Systems 5
Universite Paul Sabatier Toulouse III 5
University of Roma Tor Vergata 5
University of Quebec in Montreal 5
Technical University of Madrid 5
University of Queensland 5
University of Cambridge 5
Michigan State University 5
North Dakota State University 5
Universitat Pompeu Fabra 5
Honeywell International Inc. 5
Microsoft Research Cambridge 5
Khalifa University 5
Humboldt University of Berlin 6
Universidad Carlos III de Madrid 6
University of Amsterdam 6
McGill University 6
Institute for Infocomm Research, A-Star, Singapore 6
Illinois Institute of Technology 6
University of Texas at San Antonio 6
University of Modena and Reggio Emilia 6
Bremen University 6
Hong Kong Polytechnic University 6
The University of British Columbia 6
The University of Western Ontario 6
IBM Research 6
RMIT University 6
King's College London 6
University of Turin 6
University of Oulu 6
INRIA Institut National de Rechereche en Informatique et en Automatique 6
General Electric Company 6
Brandeis University 6
Charles University 6
Yonsei University 6
University of Sussex 6
Alpen-Adria-Universität Klagenfurt 6
Technical University of Munich 6
Pontifical Catholic University of Parana 6
Indiana University 6
University College London 6
Telcordia Technologies, Inc. 6
Heinrich Heine University 6
Naval Research Laboratory 6
University of Edinburgh 6
Commonwealth Scientific and Industrial Research Organization 6
Syracuse University 6
Rutgers, The State University of New Jersey 6
Institute of Computing Technology Chinese Academy of Sciences 6
COMSATS Institute of Information Technology 6
Universidade de Lisboa 6
University of Beira Interior 7
Royal Institute of Technology 7
Universitat Oberta de Catalunya 7
University of Illinois 7
Yale University 7
Tel Aviv University 7
Washington University in St. Louis 7
University of Passau 7
University of Trento 7
Simon Fraser University 7
Hewlett-Packard Inc. 7
Texas A and M University 7
Brunel University London 7
University of Ulster 7
University of Notre Dame 7
HRL Laboratories 7
University of Konstanz 7
City University London 7
Nokia Corporation 7
Northeastern University 7
University of Athens 7
Queen's University Belfast 7
Eindhoven University of Technology 7
Intel Corporation 7
Lahore University of Management Sciences 7
University of Colorado at Boulder 8
University of Sheffield 8
Johns Hopkins University 8
Rice University 8
Northwestern University 8
University of Texas at Dallas 8
Technical University of Berlin 8
Open University 8
University of Washington, Seattle 8
National University of Singapore 8
Monash University 8
Institute for Systems and Computer Engineering of Porto 8
University of Canterbury 8
University of Surrey 8
New York University 8
Rensselaer Polytechnic Institute 8
University of Sydney 8
University of California, Santa Barbara 8
University of Southern California 8
Budapest University of Technology and Economics 8
University of Western Australia 8
University of Manchester 9
Vanderbilt University 9
Queensland University of Technology 9
Indian Institute of Technology, Bombay 9
AT&T Inc. 9
Carleton University 9
Vienna University of Technology 9
George Mason University 9
University of Florence 9
University of Oxford 9
University of Illinois at Chicago 9
University of Roma La Sapienza 9
Delft University of Technology 10
Duke University 10
Center for Mathematics and Computer Science - Amsterdam 10
Queen's University, Kingston 10
Oregon Health and Science University 10
University of Twente 10
Swiss Federal Institute of Technology, Zurich 10
Vrije Universiteit Brussel 10
Virginia Tech 10
University of Pisa 10
Pennsylvania State University 11
Universitat Politecnica de Catalunya 11
Dartmouth College 11
University of York 11
National University of Defense Technology China 11
Universidad de Granada 11
Palo Alto Research Center Incorporated 11
University of Milan 11
Princeton University 12
Nanyang Technological University 12
Newcastle University, United Kingdom 12
Hong Kong University of Science and Technology 12
RWTH Aachen University 12
Italian National Research Council 12
IBM, USA 12
Microsoft Research 12
Johannes Kepler University Linz 12
University of Nebraska - Lincoln 12
University of New South Wales 12
Columbia University 12
University of Glasgow 13
University of Arizona 13
Oak Ridge National Laboratory 13
University of Vienna 13
University of Aarhus 13
SRI International 14
University of Pennsylvania 14
Lancaster University 14
University of California, Los Angeles 14
University of California, San Diego 14
Cornell University 15
Technical University of Darmstadt 15
National Institute of Standards and Technology 15
University of Bologna 15
Ohio State University 16
North Carolina State University 16
IBM Almaden Research Center 16
IBM Thomas J. Watson Research Center 16
Politecnico di Milano 16
Tsinghua University 16
Swiss Federal Institute of Technology, Lausanne 16
University of Minnesota Twin Cities 16
University of Sao Paulo 17
Universidad de Chile 17
University of Florida 17
University of Waterloo 17
University of Nottingham 17
Imperial College London 17
Vrije Universiteit Amsterdam 18
Massachusetts Institute of Technology 19
University of Southampton 19
University Michigan Ann Arbor 19
University of Wisconsin Madison 19
University of Toronto 20
Catholic University of Leuven, Leuven 20
University of Melbourne 20
University of Ottawa, Canada 20
Georgia Institute of Technology 21
University of Malaya 21
University of Alberta 21
MITRE Corporation 22
University of Massachusetts Amherst 23
Stanford University 26
University of Illinois at Urbana-Champaign 27
University of California, Irvine 27
Nokia Bell Labs 29
University of California, Berkeley 29
University of Texas at Austin 34
Florida International University 35
Brown University 38
Purdue University 39
University of Maryland 41
Carnegie Mellon University 64

ACM Computing Surveys (CSUR)
Archive


2017
Volume 50 Issue 6, November 2017  Issue-in-Progress
Volume 50 Issue 5, November 2017
Volume 50 Issue 4, November 2017
Volume 50 Issue 3, October 2017
Volume 50 Issue 2, June 2017
Volume 50 Issue 1, April 2017
Volume 49 Issue 4, February 2017

2016
Volume 49 Issue 3, December 2016
Volume 49 Issue 2, November 2016
Volume 49 Issue 1, July 2016
Volume 48 Issue 4, May 2016
Volume 48 Issue 3, February 2016

2015
Volume 48 Issue 2, November 2015
Volume 48 Issue 1, September 2015
Volume 47 Issue 4, July 2015
Volume 47 Issue 3, April 2015
Volume 47 Issue 2, January 2015

2014
Volume 47 Issue 1, July 2014
Volume 46 Issue 4, April 2014
Volume 46 Issue 3, January 2014

2013
Volume 46 Issue 2, November 2013
Volume 46 Issue 1, October 2013
Volume 45 Issue 4, August 2013
Volume 45 Issue 3, June 2013
Volume 45 Issue 2, February 2013

2012
Volume 45 Issue 1, November 2012
Volume 44 Issue 4, August 2012
Volume 44 Issue 3, June 2012
Volume 44 Issue 2, February 2012
Volume 44 Issue 1, January 2012

2011
Volume 43 Issue 4, October 2011
Volume 43 Issue 3, April 2011
Volume 43 Issue 2, January 2011

2010
Volume 43 Issue 1, November 2010
Volume 42 Issue 4, June 2010
Volume 42 Issue 3, March 2010
Volume 42 Issue 2, February 2010

2009
Volume 42 Issue 1, December 2009
Volume 41 Issue 4, October 2009
Volume 41 Issue 3, July 2009
Volume 41 Issue 2, February 2009
Volume 41 Issue 1, January 2009

2008
Volume 40 Issue 4, October 2008
Volume 40 Issue 3, August 2008
Volume 40 Issue 2, April 2008
Volume 40 Issue 1, February 2008

2007
Volume 39 Issue 4, 2007
Volume 39 Issue 3, 2007
Volume 39 Issue 2, 2007
Volume 39 Issue 1, 2007

2006
Volume 38 Issue 4, 2006
Volume 38 Issue 3, 2006
Volume 38 Issue 2, 2006
Volume 38 Issue 1, 2006

2005
Volume 37 Issue 4, December 2005
Volume 37 Issue 3, September 2005
Volume 37 Issue 2, June 2005
Volume 37 Issue 1, March 2005

2004
Volume 36 Issue 4, December 2004
Volume 36 Issue 3, September 2004
Volume 36 Issue 2, June 2004
Volume 36 Issue 1, March 2004

2003
Volume 35 Issue 4, December 2003
Volume 35 Issue 3, September 2003
Volume 35 Issue 2, June 2003
Volume 35 Issue 1, March 2003

2002
Volume 34 Issue 4, December 2002
Volume 34 Issue 3, September 2002
Volume 34 Issue 2, June 2002
Volume 34 Issue 1, March 2002

2001
Volume 33 Issue 4, December 2001
Volume 33 Issue 3, September 2001
Volume 33 Issue 2, June 2001
Volume 33 Issue 1, March 2001

2000
Volume 32 Issue 4, Dec. 2000
Volume 32 Issue 3, Sept. 2000
Volume 32 Issue 2, June 2000
Volume 32 Issue 1, March 2000
Volume 32 Issue 1es, March 2000

1999
Volume 31 Issue 4es, Dec. 1999
Volume 31 Issue 4, Dec. 1999
Volume 31 Issue 3es, Sept. 1999
Volume 31 Issue 3, Sept. 1999
Volume 31 Issue 2, June 1999
Volume 31 Issue 2es, June 1999
Volume 31 Issue 1, March 1999

1998
Volume 30 Issue 4, Dec. 1998
Volume 30 Issue 3es, Sept. 1998 Special issue: electronic supplement to the September 1998 issue
Volume 30 Issue 3, Sept. 1998
Volume 30 Issue 2, June 1998
Volume 30 Issue 1, March 1998

1997
Volume 29 Issue 4, Dec. 1997
Volume 29 Issue 3, Sept. 1997
Volume 29 Issue 2, June 1997
Volume 29 Issue 1, March 1997

1996
Volume 28 Issue 4es, Dec. 1996 Special issue: position statements on strategic directions in computing research
Volume 28 Issue 4, Dec. 1996 Special ACM 50th-anniversary issue: strategic directions in computing research
Volume 28 Issue 3, Sept. 1996
Volume 28 Issue 2, June 1996
Volume 28 Issue 1, March 1996

1995
Volume 27 Issue 4, Dec. 1995
Volume 27 Issue 3, Sept. 1995
Volume 27 Issue 2, June 1995
Volume 27 Issue 1, March 1995

1994
Volume 26 Issue 4, Dec. 1994
Volume 26 Issue 3, Sept. 1994
Volume 26 Issue 2, June 1994
Volume 26 Issue 1, March 1994

1993
Volume 25 Issue 4, Dec. 1993
Volume 25 Issue 3, Sept. 1993
Volume 25 Issue 2, June 1993
Volume 25 Issue 1, March 1993

1992
Volume 24 Issue 4, Dec. 1992
Volume 24 Issue 3, Sept. 1992
Volume 24 Issue 2, June 1992
Volume 24 Issue 1, March 1992

1991
Volume 23 Issue 4, Dec. 1991
Volume 23 Issue 3, Sept. 1991
Volume 23 Issue 2, June 1991
Volume 23 Issue 1, March 1991

1990
Volume 22 Issue 4, Dec. 1990
Volume 22 Issue 3, Sept. 1990 Special issue on heterogeneous databases
Volume 22 Issue 2, June 1990
Volume 22 Issue 1, March 1990

1989
Volume 21 Issue 4, Dec. 1989
Volume 21 Issue 3, Sep. 1989
Volume 21 Issue 2, Jun. 1989
Volume 21 Issue 1, March 1989

1988
Volume 20 Issue 4, Dec. 1988
Volume 20 Issue 3, Sept. 1988
Volume 20 Issue 2, June 1988
Volume 20 Issue 1, March 1988

1987
Volume 19 Issue 4, Dec. 1987
Volume 19 Issue 3, Sept. 1987
Volume 19 Issue 2, June 1987
Volume 19 Issue 1, March 1987

1986
Volume 18 Issue 4, Dec. 1986
Volume 18 Issue 3, Sept. 1986
Volume 18 Issue 2, June 1986
Volume 18 Issue 1, March 1986

1985
Volume 17 Issue 4, Dec. 1985 The MIT Press scientific computation series
Volume 17 Issue 3, Sept. 1985
Volume 17 Issue 2, June 1985
Volume 17 Issue 1, March 1985 Annals of discrete mathematics, 24

1984
Volume 16 Issue 4, Dec. 1984
Volume 16 Issue 3, Sept. 1984
Volume 16 Issue 2, June 1984
Volume 16 Issue 1, March 1984

1983
Volume 15 Issue 4, December 1983
Volume 15 Issue 3, Sept. 1983
Volume 15 Issue 2, June 1983
Volume 15 Issue 1, March 1983

1982
Volume 14 Issue 4, Dec. 1982
Volume 14 Issue 3, Sept. 1982
Volume 14 Issue 2, June 1982
Volume 14 Issue 1, March 1982

1981
Volume 13 Issue 4, Dec. 1981
Volume 13 Issue 3, Sept. 1981
Volume 13 Issue 2, June 1981
Volume 13 Issue 1, March 1981

1980
Volume 12 Issue 4, Dec. 1980
Volume 12 Issue 3, Sept. 1980
Volume 12 Issue 2, June 1980
Volume 12 Issue 1, March 1980

1979
Volume 11 Issue 4, Dec. 1979
Volume 11 Issue 3, Sept. 1979
Volume 11 Issue 2, June 1979
Volume 11 Issue 1, March 1979

1978
Volume 10 Issue 4, Dec. 1978
Volume 10 Issue 3, Sept. 1978
Volume 10 Issue 2, June 1978
Volume 10 Issue 1, March 1978

1977
Volume 9 Issue 4, Dec. 1977
Volume 9 Issue 3, Sept. 1977
Volume 9 Issue 2, June 1977
Volume 9 Issue 1, March 1977

1976
Volume 8 Issue 4, Dec. 1976
Volume 8 Issue 3, Sept. 1976
Volume 8 Issue 2, June 1976
Volume 8 Issue 1, March 1976

1975
Volume 7 Issue 4, Dec. 1975
Volume 7 Issue 3, Sept. 1975
Volume 7 Issue 2, June 1975
Volume 7 Issue 1, March 1975

1974
Volume 6 Issue 4, Dec. 1974
Volume 6 Issue 3, Sept. 1974
Volume 6 Issue 2, June 1974
Volume 6 Issue 1, March 1974

1973
Volume 5 Issue 4, Dec. 1973
Volume 5 Issue 3, Sept. 1973
Volume 5 Issue 2, June 1973
Volume 5 Issue 1, March 1973

1972
Volume 4 Issue 4, Dec. 1972
Volume 4 Issue 3, Sept. 1972
Volume 4 Issue 2, June 1972
Volume 4 Issue 1, March 1972

1971
Volume 3 Issue 4, Dec. 1971
Volume 3 Issue 3, Sept. 1971
Volume 3 Issue 2, June 1971
Volume 3 Issue 1, March 1971

1970
Volume 2 Issue 4, Dec. 1970
Volume 2 Issue 3, Sept. 1970
Volume 2 Issue 2, June 1970
Volume 2 Issue 1, March 1970

1969
Volume 1 Issue 4, Dec. 1969
Volume 1 Issue 3, Sept. 1969
Volume 1 Issue 2, June 1969
Volume 1 Issue 1, March 1969
 
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