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Visual Menu Techniques

Menus are used for exploring and selecting commands in interactive applications. They are widespread in current systems and used by a large variety of users. As a consequence, they have motivated many studies in Human-Computer Interaction (HCI). Facing the large variety of menus, it is difficult to have a clear understanding of the design... (more)

A Survey of Authentication and Communications Security in Online Banking

A survey was conducted to provide a state of the art of online banking authentication and communications security implementations. Between global... (more)

A Survey on Systems Security Metrics

Security metrics have received significant attention. However, they have not been systematically explored based on the understanding of attack-defense interactions, which are affected by various factors, including the degree of system vulnerabilities, the power of system defense mechanisms, attack (or threat) severity, and situations a system at... (more)

Automated Planning for Ubiquitous Computing

The goal of ubiquitous computing is to create ambience in which one’s experiences and quality of life are improved by monitoring and assisting people using ubiquitous technologies and computation in coherence. The continuous advancements of involved technologies, such as wireless communications, mobile devices, and sensors, imply fast... (more)

Affinity-Based Thread and Data Mapping in Shared Memory Systems

Shared memory architectures have recently experienced a large increase in thread-level parallelism, leading to complex memory hierarchies with... (more)

Current Research and Open Problems in Attribute-Based Access Control

Attribute-based access control (ABAC) is a promising alternative to traditional models of access control (i.e., discretionary access control (DAC),... (more)

Scientific Workflows

Modern scientific collaborations have opened up the opportunity to solve complex problems that require both multidisciplinary expertise and large-scale computational experiments. These experiments typically consist of a sequence of processing steps that need to be executed on selected computing platforms. Execution poses a challenge, however, due... (more)

Inner Source Definition, Benefits, and Challenges

Inner Source (IS) is the use of open source software development practices and the establishment of an open source-like culture within organizations.... (more)

Abuse Reporting and the Fight Against Cybercrime

Cybercriminal activity has exploded in the past decade, with diverse threats ranging from phishing attacks to botnets and drive-by-downloads afflicting millions of computers worldwide. In response, a volunteer defense has emerged, led by security companies, infrastructure operators, and vigilantes. This reactionary force does not concern itself... (more)

A Survey of Link Prediction in Complex Networks

Networks have become increasingly important to model complex systems composed of interacting elements. Network data mining has a large number of applications in many disciplines including protein-protein interaction networks, social networks, transportation networks, and telecommunication networks. Different empirical studies have shown that it is... (more)

Mobile Cloud Business Process Management System for the Internet of Things

The Internet of Things (IoT) represents a comprehensive environment that consists of a large number of smart devices interconnecting heterogeneous... (more)

Computer Vision and Natural Language Processing

Integrating computer vision and natural language processing is a novel interdisciplinary field that has received a lot of attention recently. In this survey, we provide a comprehensive introduction of the integration of computer vision and natural language processing in multimedia and robotics applications with more than 200 key references. The... (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
Data-driven Techniques in Disaster Information Management

Improving Disaster Management and Recovery techniques is one of national priorities given the huge toll caused by man-made and nature calamities. Data-driven disaster management aims at applying advanced data collection and analysis technologies to achieve more effective and responsive disaster management, and has undergone considerable progress in the last decade. However, to the best of our knowledge, currently there is no work that both summarizes recent progress and suggests future research directions for this emerging research area. To remedy this situation, we provide a systematic treatment of the recent developments in data-driven disaster management. Specifically, we first present a general overview on the requirements and system architectures of disaster management systems, and then summarize state of the art data-driven techniques that have been applied on improving situation awareness as well as in addressing users information needs in disaster management. We also discuss and categorize general data mining and machine learning techniques in disaster management, and finally recommend several research directions for further investigations.

Simulation and Experimentation Platforms for Underwater Acoustic Sensor Networks: Advancements and Challenges

Ocean and water basically cover the major parts of our planet earth. In order to obtain the best utilization of the underlying resources on these parts of earth, people have made some research advancement. Specically, the research on underwater wireless acoustic sensor networks (UWA-SNs) has made a great progress. However, wide deployment of UWA-SNs is far from the reality due to several reasons. One important reason is that offshore deployment and eld-level experiments of ocean-centric applications are both expensive and labor-intensive. Other alternatives to attain this objective are to conduct simulation or experimentation which can reduce cost, and accelerate the research activities and their outcomes. However, designing efcient and reliable simulation and experimentation platforms are proved to be more challenging beyond the expectation. In this paper, we explore the main techniques (and their pros and cons) and components to develop simulation and experimentation platforms, and provide a comprehensive survey report in this area. We classify simulation and experimentation platforms based on some typical criteria, and then provide useful guidelines for researchers on choosing suitable platforms in accordance with their requirements. Finally, we address some open and un-resolved issues in this context, and provide some suggestions on future research.

Mobile IP Handover for Vehicular Networks: Methods, Models and Classifications

The popularity and development of wireless devices has led to a demand for widespread high-speed Inter- net access, including access for vehicles and other modes of high-speed transportation. The current widely deployed method for providing IP services to mobile devices is the mobile Internet Protocol. This includes a handover process for a mobile device to maintain its IP session while it switches between points of access. However, the mobile IP handover causes performance degradation, due to its disruptive latency and high packet drop rate. This is largely problematic for vehicles, as they will be forced to transition between access points more frequently due to their higher speeds and frequent topological changes in vehicular networks. In this paper, we discuss the different mobile IP handover solutions found within related literature and their potential for resolving issues pertinent to vehicular networks. First, we provide an overview of the mobile IP handover and its problematic components. This is followed by categorization and comparison between different mobile IP handover solutions, with an analysis of their benefits and drawbacks.

Systematic Review of Software Behavioral Model Consistency Checking

In software development, models are often used to represent multiple views of the same system. Such models need to be properly related to each other in order to provide a consistent description of the developed system. Models may contain contradictory system specifications, for instance, when they evolve independently. Therefore, it is very crucial to ensure that models conform to each other. In this context, we focus on consistency checking of behavior models. Several techniques and approaches have been proposed in the existing literature to support behavioral model consistency checking. This paper presents a Systematic Literature Review (SLR) that was carried out to obtain an overview of the various consistency concepts, problems, and solutions proposed regarding behavior models. In our study, the identification and selection of the primary studies was based on a well-planned search strategy. The search process identified a total of 1770 primary studies, out of which 96 have been thoroughly analyzed according to our predefined SLR protocol. The SLR aims to highlight the state-of-the-art of software behavior model consistency checking and identify potential gaps for future research.

Evaluation of Knowledge Gaps for Mathematical Applications in Thermographic Image Processing Technique

This document deals with literature reviews on fire prevention method especially in mining industries by thermal image processing techniques. The fire protection system is crucial because of the total loss of human lives due to coal fire and fatal explosions in coalmines across the world in last few decades are huge. In this regards, the fire break out always take the first and foremost place in safety perspective with increasing demand for energy, coal supply and obviously in coal mining will continue to grow upto 2050. To detect the uncertain fire break out condition, thermal imaging technique has been considered most significant among several early warning methods to recognize spontaneous combustion of coal pile, e.g., temperature recordings by sensors, compaction testing of ore seam, gas tests, etc. The evolution of thermographic imaging technique assisted with numerous applications of mathematical models would be discussed in the light of safety dimension in mining industry in this manuscript elaborately. The missing links or unattended areas of mathematics in application of thermal image processing in mining especially in coal industry would be evolved as the gap in knowledge suggested in the conclusion of this article

A Survey on Data Flow Testing

Data flow testing (DFT) is a family of testing strategies designed to verify correct interactions between each program variables definition and its uses. Such a test objective of interest is referred to as a def-use pair. The goal of DFT is to exercise every pair w.r.t. different testing criteria (i.e., data flow coverage criteria). Herman introduced the concept of DFT in 1976. Since then, various data flow-based coverage criteria have been proposed. A number of studies have also been conducted, both theoretically and empirically, to analyze DFTs complexity and effectiveness. The effectiveness of DFT in fault detection has stimulated various approaches to pursue efficient and automated data flow testing. This survey presents a detailed overview of data flow testing, including challenges and approaches in enforcing and automating it: (1) It classifies and discusses techniques for test data generation, such as random testing, collateral coverage-based testing, search-based testing, symbolic execution-based testing and model checking-based testing; (2) it discusses techniques for tracking data flow coverage; (3) it summarizes recent advances and discusses future research directions toward more practical data flow testing; and (4) it presents several DFT applications, including software fault localization, web security testing, and specification consistency checking.

Changes as First Class Citizens: A Research Perspective on Modern Software Tooling

Software must evolve to keep up with an ever-changing context, the real world. We discuss an emergent trend in software evolution research revolving around the central notion that drives evolution: Change. By reifying change, and by modelling it as a first-class entity, researchers can now analyse the complex phe- nomenon known as software evolution with an unprecedented degree of accuracy. We present a Systematic Mapping Study of 86 papers to give an overview on the state of the art in this area of research and present a roadmap with open issues and future directions.

A Survey of Timing Channels and Countermeasures

A timing channel is a communication channel that can transfer information to a receiver/decoder by modulating the timing behavior of an agent. Examples of this agent include the inter-packet delays of a packet stream, re-ordering packets in a packet stream or resource access time of a cryptographic module. With the emergence of complex timing channels, novel detection and prevention techniques are also being developed to counter them. In this paper we provide a detailed survey of timing channels broadly categorized into network timing channel in which communicating entities are connected by a network and in-system timing channel in which the communicating entities are within a computing system. This survey builds upon the last comprehensive survey by [Zander et al. 2007] and considers all the three canonical applications of timing channels namely, covert communication, timing side-channel, and network flow watermarking. We survey the theoretical foundations, the implementation, and the various detection and prevention techniques that have been reported in the literature. Based on the analysis of the current literature we articulate potential future research directions both in the design and applications of timing channels and their detection and prevention techniques.

CASE Tool Support for Variability Management in Software Product Lines

Software product lines (SPL) aim at reducing time-to-market and increasing software quality through extensive, planned reuse of artifacts. An essential activity in SPL is variability management, i.e., defining and managing commonality and variability among member products. Due to the large scale and complexity of todays software-intensive systems, variability management has become increasingly complex to conduct. Accordingly, tool support for variability management has been gathering increasing momentum over the last few years and can be considered a key success factor for developing and maintaining SPLs. While several studies have already been conducted on variability management, none of these analyzed the available tool support in detail. In this work, we report on a survey in which we analyzed 30 existing variability management tools identified using a systematic literature review to understand the tools characteristics, maturity, and the challenges in the field. We conclude that while most studies on variability management tools provide a good motivation and description of the research context and challenges, they often lack empirical data to support their claims and findings. It was also found that quality attributes important for the practical use of tools such as usability, integration, scalability, and performance were out of scope for most studies.

Understanding Human-Machine Networks: A Cross-Disciplinary Survey

In the current hyper-connected era, modern Information and Communication Technology systems form sophisticated networks where not only do people interact with other people, but also machines take an increasingly visible and participatory role. Such human-machine networks (HMNs) are embedded in the daily lives of people, both for personal and professional use. They can have a significant impact by producing synergy and innovations. The challenge in designing successful HMNs is that they cannot be developed and implemented in the same manner as networks of machines nodes alone, nor following a wholly human-centric view of the network. The problem requires an interdisciplinary approach. Here, we review current research of relevance to HMNs across many disciplines. Extending the previous theoretical concepts of socio-technical systems, actor-network theory, and social machines, we concentrate on the interactions among humans and between humans and machines. We identify eight types of HMNs: public-resource computing, crowdsourcing, web search engines, crowdsensing, online markets, social media, multiplayer online games and virtual worlds, and mass collaboration. We systematically select literature on each of these types and review it with a focus on implications for designing HMNs. Moreover, we discuss risks associated with HMNs and identify emerging design and development trends.

Advances in Quantum Theoretical Approach to Image Processing Applications

In this paper, a detailed survey of the quantum approach to image processing is presented. Recently, it has been established that existing quantum algorithms are applicable to image processing tasks allowing quantum informational models of classical image processing. However, efforts continue in identifying the diversity of its applicability in various image processing domains. Here, in addition to reviewing some of the critical image processing applications that quantum mechanics have targeted, such as de noising, edge detection, image storage, retrieval, and compression; this study will also highlight the complexities in transitioning from classical to the quantum domain. This paper shall establish theoretical fundamentals, analyze performance and evaluation, draw key statistical evidence to support claims, and provide recommendations based on published literature mostly during the period 2010-2014.

Bibliometrics

Publication Years 1969-2017
Publication Count 1577
Citation Count 47924
Available for Download 1577
Downloads (6 weeks) 19764
Downloads (12 Months) 193277
Downloads (cumulative) 3055643
Average downloads per article 1938
Average citations per article 30
First Name Last Name Award
El Saddik Abdulmotaleb ACM Distinguished Member (2010)
ACM Senior Member (2008)
Gregory Abowd ACM Eugene L. Lawler Award for Humanitarian Contributions within Computer Science and Informatics (2009)
ACM Senior Member (2008)
Nancy M Amato ACM Distinguished Member (2012)
Owen Astrachan ACM Distinguished Member (2013)
David F Bacon ACM Distinguished Member (2006)
Ruzena R Bajcsy ACM Distinguished Service Award (2003)
ACM AAAI Allen Newell Award (2001)
Benjamin B Bederson ACM Distinguished Member (2011)
Fernando Berzal Galiano ACM Senior Member (2008)
Michael W Blasgen ACM Programming Systems and Languages Paper Award (1982)
Daniel Bobrow ACM Software System Award (1992)
ACM Programming Systems and Languages Paper Award (1974)
Eric A. Brewer ACM Prize in Computing (2009)
Peter Brusilovsky ACM Senior Member (2008)
Randal E Bryant ACM Paris Kanellakis Theory and Practice Award (1998)
Douglas C Burger ACM Distinguished Member (2008)
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)
Godwin V Caruana ACM Senior Member (2013)
Carlos A. Castillo ACM Senior Member (2014)
Donald Chamberlin ACM Software System Award (1988)
Danny Z Chen ACM Distinguished Member (2014)
ACM Senior Member (2011)
Michael G Christel ACM Senior Member (2010)
Edmund Clarke ACM A. M. Turing Award (2007)
ACM Paris Kanellakis Theory and Practice Award (1998)
Ed Coffman ACM Distinguished Service Award (2004)
Outstanding Contribution to ACM Award (1987)
Tom Cormen ACM Distinguished Member (2009)
Fabio Crestani ACM Senior Member (2009)
Ernesto Damiani ACM Distinguished Member (2008)
David DeWitt ACM Software System Award (2008)
Alberto Del Bimbo ACM Distinguished Member (2016)
Peter J Denning Outstanding Contribution to ACM Award (1998)
ACM Karl V. Karlstrom Outstanding Educator Award (1996)
ACM Distinguished Service Award (1989)
ACM Programming Systems and Languages Paper Award (1971)
Jack Dennis ACM-IEEE CS Eckert-Mauchly Award (1984)
Steven J Derose ACM Senior Member (2007)
Matthew B Dwyer ACM Distinguished Member (2007)
David S Ebert ACM Senior Member (2009)
Carla S. Ellis ACM Distinguished Member (2009)
Ahmed Elmagarmid ACM Distinguished Member (2009)
Joel Emer ACM-IEEE CS Eckert-Mauchly Award (2009)
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)
Matthias Felleisen ACM Karl V. Karlstrom Outstanding Educator Award (2009)
Stephen Fink ACM Distinguished Member (2011)
ACM Senior Member (2008)
Michael J Flynn ACM-IEEE CS Eckert-Mauchly Award (1992)
Patrick J Flynn ACM Distinguished Member (2011)
ACM Senior Member (2009)
Stephanie Forrest ACM AAAI Allen Newell Award (2011)
Michael Franz ACM Distinguished Member (2006)
Benjamin Fung ACM Senior Member (2013)
David Garlan ACM Senior Member (2008)
Minos Garofalakis ACM Distinguished Member (2011)
ACM Senior Member (2009)
Garth A Gibson ACM Doctoral Dissertation Award
Series Winner (1991) ACM Doctoral Dissertation Award
Series Winner (1991)
Adele Goldberg ACM Software System Award (1987)
Michael T Goodrich ACM Distinguished Member (2006)
Goetz Graefe ACM Software System Award (2008)
Susan L Graham ACM-IEEE CS Ken Kennedy Award (2011)
ACM Distinguished Service Award (2006)
Jim Gray ACM A. M. Turing Award (1998)
ACM Software System Award (1988)
ACM Programming Systems and Languages Paper Award (1982)
Cordell Green ACM Grace Murray Hopper Award (1985)
Barbara J Grosz ACM AAAI Allen Newell Award (2008)
Leonidas J Guibas ACM AAAI Allen Newell Award (2007)
Carl Gutwin ACM Distinguished Member (2015)
Wendy Hall Outstanding Contribution to ACM Award (2014)
Lynda Hardman ACM Distinguished Member (2014)
ACM Senior Member (2013)
Juris Hartmanis ACM Distinguished Service Award (2013)
ACM A. M. Turing Award (1993)
John L Hennessy ACM-IEEE CS Eckert-Mauchly Award (2001)
C. Antony R. Hoare ACM A. M. Turing Award (1980)
ACM Programming Systems and Languages Paper Award (1973)
Gerard J. Holzmann ACM Paris Kanellakis Theory and Practice Award (2005)
ACM Software System Award (2001)
Tiejun Huang ACM Senior Member (2013)
Ihab F. Ilyas ACM Distinguished Member (2014)
Michael I. Jordan ACM AAAI Allen Newell Award (2009)
Joaquim Jorge ACM Senior Member (2007)
Randy H. Katz ACM Karl V. Karlstrom Outstanding Educator Award (1999)
Lydia Kavraki ACM Grace Murray Hopper Award (2000)
Angelos Dennis Keromytis ACM Distinguished Member (2012)
ACM Senior Member (2007)
Won Kim ACM Distinguished Service Award (2001)
Jon Kleinberg ACM AAAI Allen Newell Award (2014)
ACM Prize in Computing (2008)
Craig Knoblock ACM Distinguished Member (2008)
Donald E Knuth ACM Software System Award (1986)
ACM A. M. Turing Award (1974)
ACM Grace Murray Hopper Award (1971)
Daphne Koller ACM Prize in Computing (2007)
David Kotz ACM Senior Member (2006)
David J Kuck ACM-IEEE CS Ken Kennedy Award (2010)
ACM-IEEE CS Eckert-Mauchly Award (1993)
Abraham Lempel ACM Paris Kanellakis Theory and Practice Award (1997)
George Lepouras ACM Senior Member (2008)
Nancy Leveson ACM AAAI Allen Newell Award (1999)
Bruce Lindsay ACM Programming Systems and Languages Paper Award (1982)
Yunhao Liu ACM Presidential Award (2013)
Javier Lopez ACM Senior Member (2012)
Raymond A Lorie ACM Software System Award (1988)
ACM Programming Systems and Languages Paper Award (1982)
Igor Markov ACM Distinguished Member (2011)
ACM Senior Member (2007)
Steven R. McCanne ACM Doctoral Dissertation Award (1997)
Paul R McJones ACM Programming Systems and Languages Paper Award (1982)
Tao Mei ACM Distinguished Member (2016)
ACM Senior Member (2012)
Panagiotis Takis Metaxas ACM Senior Member (2009)
Jack Minker ACM AAAI Allen Newell Award (2005)
Outstanding Contribution to ACM Award (1985)
Trevor Mudge ACM-IEEE CS Eckert-Mauchly Award (2014)
Yale N. Patt 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 Karl V. Karlstrom Outstanding Educator Award (1991)
Randy Pausch ACM Karl V. Karlstrom Outstanding Educator Award (2007)
Judea Pearl ACM A. M. Turing Award (2011)
ACM AAAI Allen Newell Award (2003)
Ron Perrott ACM Distinguished Service Award (2015)
Frank Pfenning ACM Senior Member (2007)
Andre Platzer ACM Doctoral Dissertation Award
Honorable Mention (2009) ACM Doctoral Dissertation Award
Honorable Mention (2009)
Thomas G Price ACM Programming Systems and Languages Paper Award (1982)
Raj Reddy ACM A. M. Turing Award (1994)
John C Reynolds ACM Programming Systems and Languages Paper Award (1971)
Dirk Riehle ACM Senior Member (2008)
Eric S Roberts ACM Karl V. Karlstrom Outstanding Educator Award (2012)
Joel Jose Rodrigues ACM Senior Member (2011)
Saul Rosen ACM Distinguished Service Award (1984)
Barbara Gershon Ryder ACM Presidential Award (2008)
Rizos Sakellariou ACM Senior Member (2015)
Hanan Samet ACM Paris Kanellakis Theory and Practice Award (2011)
Vijay Saraswat ACM Doctoral Dissertation Award (1989)
William L Scherlis ACM Senior Member (2009)
Marc Shapiro ACM Senior Member (2009)
Prashant J Shenoy ACM Distinguished Member (2009)
ACM Senior Member (2006)
Frank Shipman ACM Distinguished Member (2009)
Yoav Shoham ACM AAAI Allen Newell Award (2012)
Joseph Sifakis ACM A. M. Turing Award (2007)
Abraham Silberschatz ACM Karl V. Karlstrom Outstanding Educator Award (1998)
Kevin Skadron ACM Distinguished Member (2010)
ACM Senior Member (2007)
Jacob Slonim ACM Doctoral Dissertation Award (1980)
Richard T Snodgrass Outstanding Contribution to ACM Award (2004)
Diomidis Spinellis ACM Senior Member (2006)
Richard Stallman ACM Software System Award (2015)
ACM Grace Murray Hopper Award (1990)
John Stasko ACM Distinguished Member (2011)
ACM Senior Member (2011)
Giancarlo Succi ACM Senior Member (2008)
Subhash Suri ACM Distinguished Member (2007)
Ivan Sutherland ACM Software System Award (1993)
ACM A. M. Turing Award (1988)
Jeffrey Victor Sutherland ACM Senior Member (2009)
Andrew S. Tanenbaum ACM Karl V. Karlstrom Outstanding Educator Award (1994)
Robert W Taylor ACM Software System Award (1984)
Irv Traiger ACM Software System Award (1988)
ACM Programming Systems and Languages Paper Award (1982)
ACM Programming Systems and Languages Paper Award (1971)
Allen Tucker Outstanding Contribution to ACM Award (1991)
Jeffrey D Ullman ACM Karl V. Karlstrom Outstanding Educator Award (1997)
Mateo Valero ACM Distinguished Service Award (2012)
ACM-IEEE CS Eckert-Mauchly Award (2007)
Moshe Y Vardi Outstanding Contribution to ACM Award (2009)
ACM Presidential Award (2008)
ACM Paris Kanellakis Theory and Practice Award (2005)
Sebastian Ventura ACM Senior Member (2013)
Jeffrey S Vetter ACM Distinguished Member (2012)
ACM Gordon Bell Prize
Performance (2010)
Yu Wang ACM Senior Member (2011)
Peter Wegner ACM Distinguished Service Award (2000)
Bruce W Weide ACM Senior Member (2009)
Edgar Weippl ACM Senior Member (2008)
John R. White ACM Presidential Award (2015)
Outstanding Contribution to ACM Award (1994)
Jennifer Widom ACM Athena Lecturer Award (2015)
Reinhard Wilhelm ACM Distinguished Service Award (2010)
Maurice V. Wilkes ACM-IEEE CS Eckert-Mauchly Award (1980)
ACM A. M. Turing Award (1967)
Jeannette M. Wing ACM Distinguished Service Award (2014)
Niklaus E Wirth ACM A. M. Turing Award (1984)
ACM Programming Systems and Languages Paper Award (1978)
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)
Qiang Yang ACM Distinguished Member (2011)
Bulent Yener ACM Senior Member (2013)
Feng Zhao ACM Distinguished Member (2006)
Yuanyuan Zhou ACM Distinguished Member (2011)
Albert Zomaya ACM Distinguished Member (2006)
Stuart Zweben Outstanding Contribution to ACM Award (1997)
Andries van Dam 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
Helen Ashman 6
Rachid Guerraoui 6
Andries Van Dam 6
Rajkumar Buyya 6
Sparsh Mittal 6
Peter Wegner 6
Jeffrey Vitter 5
Yannis Ioannidis 5
Jacques Cohen 5
Elliott Organick 5
Andrew Tanenbaum 5
Wendy Hall 4
Corrado Priami 4
Gonzalo Navarro 4
Albert Zomaya 4
James Fry 4
James Peterson 4
Pierpaolo Degano 4
Peter Lee 4
Rance Cleaveland 4
Fred Schneider 4
Jayadev Misra 4
Peter Wegner 4
Sameeullah Khan 4
Azriel Rosenfeld 4
Richard Muntz 4
Hanan Samet 4
Jens Palsberg 4
Narendra Ahuja 4
Brad Myers 4
Tamer Özsu 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
Charles Consel 3
Pankaj Agarwal 3
Nabil Adam 3
Abdullah Gani 3
Ingrid Carlbom 3
Avi Silberschatz 3
David Lilja 3
Dick Bulterman 3
Leslie Carr 3
Michael Bieber 3
Robyn Kozierok 3
Mark Harman 3
Cristina Nita-Rotaru 3
Werner Retschitzegger 3
Alberto Pettorossi 3
Patrick Cousot 3
Chris Hankin 3
Jonathan Grudin 3
Thomas Dean 3
Maurizio Proietti 3
John Rice 3
John Stankovic 3
Michael, Loui 3
Emil Lupu 3
Dirk Riehle 3
Marvin Zelkowitz 3
Udo Pooch 3
Garth Gibson 3
Mahadevan Ganapathi 3
Jon Doyle 3
Raghu Ramakrishnan 3
George Nagy 3
Alexander Thomasian 3
Laurie Damianos 3
Zimu Zhou 3
Carlo Furia 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
Joseph Pasquale 3
Roberto Gorrieri 3
David De Roure 3
Michael Marcotty 3
Giuseppe Anastasi 2
Simon Kasif 2
Elisha Sacks 2
Joseph Paciorek 2
Dennis Severance 2
Jürg Nievergelt 2
Ronald Loui 2
Andrew Turpin 2
Jörg Rothe 2
Bruce Schachter 2
David Embley 2
Maarten Van Steen 2
Benjamin Bustos 2
Daniel Keim 2
Philip Wadler 2
William Kent 2
Kevin Crowston 2
André Schiper 2
Gerti Kappel 2
Eduardo Miranda 2
Gilles Muller 2
Richard Snodgrass 2
Carl Landwehr 2
Ahmed Elmagarmid 2
John Hennessy 2
John Mitchell 2
Alexander Brodsky 2
Kenneth Neves 2
Tiziana Catarci 2
Michael Mannino 2
Andreas Bulling 2
Andrzej Jajszczyk 2
Raymond Yeh 2
Christos Faloutsos 2
Sivan Toledo 2
Axel Jantsch 2
Alexander Gluhak 2
Andrew Newell 2
Justin Zobel 2
Giovanni Romano 2
Natarajan Shankar 2
Bruce Leverett 2
Eduardofreire Nakamura 2
Dennis Volpano 2
Olivier Danvy 2
Alan Feuer 2
Julia Lawall 2
Matthias Jarke 2
Barbara Ryder 2
George Cybenko 2
Sushil Jajodia 2
Yale Patt 2
Mehmet Akşit 2
Pascal Van Hentenryck 2
John Wilkes 2
Alberto Marchetti-Spaccamela 2
Mary Rosson 2
Dino Mandrioli 2
Betty Salzberg 2
Martha Larson 2
Peter Larsen 2
Patricia Lago 2
Cécile Paris 2
Robbert Van Renesse 2
Marjan Mernik 2
Mark Truran 2
David Kotz 2
Richard Bird 2
Eduardo Hruschka 2
Antônio Loureiro 2
Zhiwen Yu 2
Thierry Lecroq 2
Claudio Carpineto 2
Giuseppe Italiano 2
Hector Levesque 2
Jim Woodcock 2
Mohammed Bennamoun 2
Jim Kurose 2
Michael Hanus 2
Fred Maryanski 2
Edward Reingold 2
John Hatcliff 2
William Wulf 2
Charles Fischer 2
Chittoor Ramamoorthy 2
Allen Tucker 2
Jeffrey Ullman 2
Goetz Graefe 2
Angelo Morzenti 2
Robert Sedgewick 2
Lynette Hirschman 2
Edgar Sibley 2
John Fitzgerald 2
Hans Gellersen 2
Robert Sproull 2
Abraham Silberschatz 2
Rosemary Simpson 2
C Hoare 2
Asuman Dogac 2
Daniel Le Métayer 2
Philip Treleaven 2
Richard Millar 2
Alan Burns 2
Scott Thibault 2
Laura Lafave 2
Karl Lieberherr 2
Lori Clarke 2
David Brailsford 2
Fabio Crestani 2
Stephen Taylor 2
Kevin Martin 2
Brian Randell 2
Davide Brugali 2
Peter Triantafillou 2
Jochen Huber 2
Hafedh Mili 2
Matteo Rossi 2
Philip Bernstein 2
Alípio Jorge 2
Howard Wactlar 2
Leon Osterweil 2
Juris Hartmanis 2
Kevin Mills 2
William Enck 2
Sungho Kang 2
Brian Davison 2
Walter Kohler 2
Sajjad Madani 2
Zhiqiang Lin 2
Azzedine Boukerche 2
Wieland Schwinger 2
Alistair Moffat 2
Thomas Dietterich 2
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Gary Leavens 2
Klara Nahrstedt 2
Kenneth Kraemer 2
Ricardo Baeza-Yates 2
Cinzia Cappiello 2
Luke Hornof 2
Dana Angluin 2
Leon Presser 2
Norman Meyrowitz 2
Faron Moller 2
H Li 2
James Foley 2
Malvin Kalos 2
Wayne Citrin 2
Pierre Wolper 2
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Harri Oinas-Kukkonen 2
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Umesh Bellur 2
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Clement Yu 2
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Jan Heering 2
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Abdelhamid Bouchachia 2
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Lester Lipsky 2
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Pascal Felber 2
Subrata Dasgupta 2
Paul Hudak 2
John Gallagher 2
Lawrence Dowdy 2
Derrell Foster 2
Subhash Suri 2
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Robert Harper 2
Joseph Sifakis 2
Douglas Schmidt 2
Francis Sullivan 2
Charles Hoare 2
Steve Bryson 2
Ugo Montanari 2
Bernhard Steffen 2
Vijay Saraswat 2
João Gama 2
John Worthmann 1
Jurij Šilc 1
Borut Robič 1
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Subject index 1
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Pauline Jepp 1
Hamid Talebian 1
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