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Web Service Composition

Web services are a consolidated reality of the modern Web with tremendous, increasing impact on everyday computing tasks. They turned the Web into the largest, most accepted, and most vivid distributed computing platform ever. Yet, the use and integration of Web services into composite services or applications, which is a highly sensible and... (more)

Multioccupant Activity Recognition in Pervasive Smart Home Environments

Human activity recognition in ambient intelligent environments like homes, offices, and classrooms has been the center of a lot of research for many... (more)

Reputation Systems Evaluation Survey

Various reputation systems have been proposed for a broad range of distributed applications, such as peer-to-peer, ad-hoc, and multiagent systems. Their evaluation has been mostly based on proprietary methods due to the lack of widely acceptable evaluation measures and methodologies. Differentiating factors in various evaluation approaches include... (more)

A Survey on Energy Efficiency in P2P Systems

Several Peer-to-Peer (P2P) protocols and applications have been developed to allow file distribution/sharing, video and music streaming, and data and information dissemination. These P2P systems are regularly used by a large number of users, both in desktop and mobile environments, and they generate... (more)

A Taxonomy of Attacks and a Survey of Defence Mechanisms for Semantic Social Engineering Attacks

Social engineering is used as an umbrella term for a broad spectrum of computer exploitations that... (more)

Data-driven Human Mobility Modeling

Over the last decades, modeling of user mobility has become increasingly important in mobile networking research and development. This has led to the adoption of modeling techniques from other disciplines such as kinetic theory or urban planning. Yet these techniques generate movement behavior that is often perceived as not “realistic”... (more)

Modeling, Profiling, and Debugging the Energy Consumption of Mobile Devices

Software energy profilers are the tools to measure the energy consumption of mobile devices, applications running on those devices, and various... (more)

A Survey of Automatic Protocol Reverse Engineering Tools

Computer network protocols define the rules in which two entities communicate over a network of unique hosts. Many protocol specifications are... (more)

A Survey on Assessment and Ranking Methodologies for User-Generated Content on the Web

User-generated content (UGC) on the Web, especially on social media platforms, facilitates the association of additional information with digital... (more)

QoS-Aware Autonomic Resource Management in Cloud Computing

As computing infrastructure expands, resource management in a large, heterogeneous, and distributed environment becomes a challenging task. In a cloud... (more)

A Systematic Review of Service Level Management in the Cloud

Cloud computing make it possible to flexibly procure, scale, and release computational resources on demand in response to workload changes.... (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

GRN survey

A Closer Look at GPGPU

The lack of detailed white box illustration leaves a hidden gap in the field of GPGPU (General-Purpose Computing on the Graphic Processing Unit), thus hinders the users and researchers from exploring hardware potential while improving application performance. This paper bridges the gap by demystifying the micro-architecture and operating mechanism of GPGPU. We propose a descriptive model which encloses key issues of most concerns, including task organization, hardware structure, scheduling mechanism, execution mechanism, and memory access. We also validate the effectiveness of our model by interpreting the software/hardware co-operation of CUDA.

Seamless Outdoors-Indoors Localization Solutions on Smartphones: Implementation and Challenges

The demand for more sophisticated Location Based Services (LBS) in terms of applications variety and accuracy is tripling every year since the emergence of the smartphone few years ago. Equally, smartphone manufacturers are mounting several wireless communication and localization technologies as well as powerful processing capability to cater for such LBS applications. Latest smartphones include Global Navigation Satellite System (GNSS) (Global Positioning System GPS & GLObal NAvigation Satellite System GLONASS) receivers as well as Long Term Evolution (LTE), Wireless-Fidelity (WiFi), Bluetooth transceivers, Near Field Communication (NFC), inertial sensors and Octa-core GHz processors dedicated for applications including ones that try to continuously locate the geographical position of the smartphone. Hybrid of some of the above technologies is important to provide seamless localization solutions and to improve accuracy, to reduce time to fix, and to reduce power consumption. This paper reviews the localization solutions on smartphones. The focus of this paper is on the implementation challenges associated with utilizing these positioning solutions on Android-based smartphones. The pursuit for achieving ubiquitous localization outdoors and indoors for critical LBS applications such as security and safety shall dominate future research efforts.

A Survey of Security and Privacy Issues in ePassports

In this article we examine in great detail the most relevant security and privacy issues affecting ePassports, and present all relevant literature together with some new attacks and insights that could help in improving the security of future standards and next generations of ePassports.

The Ethics of Computing: A Survey of the Computing-Oriented Literature

Computing principles and artefacts are increasingly integrated into most aspects of our professional, social and private lives. One consequence of this growing ubiquity of computing is that it can have significant ethical implications that computing professionals need to be aware of. The relationship between ethics and computing has long been discussed. However, this is the first comprehensive survey of the mainstream academic literature of the topic. Based on a detailed qualitative analysis of the literature, the paper discusses ethical issues, technologies they are related to, ethical theories as well as the methodologies that the literature employs, its academic contribution and resulting recommendations. The paper discusses general trends and argues that the time has come for a transition to responsible research and innovation to ensure that ethical reflection of computing has practical and manifest consequences.

Assessing Dependability with Software Fault Injection: A Survey

A Survey on Tackling Permanent Faults in Networks-on-Chip

Increasing failure rates in current and future technology nodes coupled with on-chip components in the hundreds called for robust and fault tolerant Network-on-chip (NoC) designs. This is because permanent faults in NoCs can impede their correct functionality and thereby significantly influence performance, energy consumption and correct operation of the entire system. As a result, fault tolerant NoC design gained much attention in recent years. In this paper, we review the research efforts regarding NoCs components, namely topology, routing algorithm, router microarchitecture, as well as system-level approaches combined with reconfiguration. This paper summarizes previous work and identifies outstanding research questions.

Protecting Software through Obfuscation: Can It Keep Pace with Progress in Code Analysis?

Software obfuscation has always been a highly controversially discussed research area. While theoretical results indicate that provably secure obfuscation in general is impossible, its widespread application in malware and commercial software shows that it is nevertheless popular in practice. Still, it remains largely unexplored to what extent todays software obfuscations keep up with state-of-the-art code analysis, and where we stand in the arms race between software developers and code analysts. The main goal of this survey is to analyze the effectiveness of different classes of software obfuscation against the continuously improving de-obfuscation techniques and off-the-shelf code analysis tools. The answer very much depends on the goals of the analyst and the available resources. On the one hand, many forms of lightweight static analysis have difficulties with even basic obfuscation schemes, which explains the unbroken popularity of obfuscation among malware writers. On the other hand, more expensive analysis techniques, in particular when used interactively by a human analyst, can easily defeat many obfuscations. As a result, software obfuscation for the purpose of intellectual property protection remains highly challenging.

Rare Event Detection and Propagation in Wireless Sensor Networks

Rarely occurring events present unique challenges to energy constrained systems designed for long term sensing of their occurrence or effect. Unlike periodic sampling or query based sensing systems, longevity can not be achieved simply by adjusting the sensing nodes duty cycle until an equitable balance between data density and network lifetime is established. The low probability of occurrence and random nature of rare events makes it difficult to guarantee duty cycled battery powered sensing nodes will be energised when events occur. Equally, it is usually considered impractical to leave the sensing nodes energised at all times if the network is to have an acceptably long operational life. In the past decade and a half, wireless sen- sor network research has addressed this aspect of rare event sensing by investigating techniques including synchronised duty-cycling of redundant nodes, passive sensing, duplicate message suppression and energy efficient network protocols. Researchers have also demonstrated the efficacy of harvesting energy from the environment to extend operational life. Here we survey existing rare event detection and propagation tech- niques, and suggest areas suitable for continued research.

A Systematic Review of Shared Sensor Networks

Shared-Memory Optimizations for Inter Virtual Machine Communication

Inter-VM communication is one of the leading costs for data intensive systems and applications in most of the data centers and cloud computing environments. One way to improve its efficiency is to support co-resident VM communication using shared memory based methods. Several kernel development efforts have been dedicated to improving communication efficiency between co-resident VMs using shared memory channels. They differ from one another in where and how the shared memory channel is established. In this paper, we provide a comprehensive overview of the design choices and techniques for performance optimization of co-resident inter-VM communication. We examine key issues for improving inter-VM communication using shared memory based mechanisms, such as implementation choices in the software stack, seamless agility for dynamic addition or removal of co-resident VMs, multilevel transparency, as well as advanced requirements in reliability, security and stability. An in-depth comparison of state-of-the-art research efforts, implementation techniques, evaluation methods and performance is conducted. We conjecture that this survey will not only provide the foundation for developing the next generation of inter-VM communication optimization mechanisms, but also offers opportunities to both cloud infrastructure providers and cloud service providers and consumers for improving communication efficiency between co-resident VMs in virtualized computing platforms.

A Survey Of Architectural Techniques for Managing Process Variation

Process variation ---deviation in parameters from their nominal specifications--- threatens to slow down and even pause technological scaling and mitigation of it is the way to continue the benefits of chip miniaturization. In this paper, we present a survey of architectural techniques for managing process variation (PV) in modern processors. We also classify these techniques based on several important parameters to bring out their similarities and differences. The aim of this paper is to provide insights to the researchers into the state-of-art in PV management techniques and motivate them to further improve these techniques for designing PV resilient processors of tomorrow.

A Survey Of Techniques for Architecting and Managing Asymmetric Multicore Processors

To meet the needs of diverse range of workloads, researchers have recently proposed asymmetric multicore processors (AMPs), which feature cores of different microarchitecture or ISAs. However, given the diversity inherent in their design and application scenarios, several challenges need to be addressed to effectively architect AMPs and leverage their potential in optimizing both sequential and parallel performance. Several recent techniques aim to offset these challenges. In this paper, we present a survey of architectural and system-level techniques proposed for designing and managing AMPs. By classifying the techniques on several key characteristics, we underscore their similarities and differences. We clarify the terminology used in this research field and identify challenges that are worthy of future investigation. We hope that more than just synthesizing the existing work on AMPs, the contribution of this survey will be to spark novel ideas for architecting future AMPs that can make a definite impact on the landscape of next-generation computing systems.

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. The organization may still develop proprietary software but internally opens up its development. A steady stream of scientific literature and practitioner reports indicates the interest in this research area. However, the research area lacks a systematic assessment of known research work: no model exists that defines IS thoroughly. Various case studies provide insights into IS programs in the context of specific organizations but only few publications apply a broader perspective. To resolve this, we performed an extensive literature survey and analyzed 43 IS related publications plus additional background literature. Using qualitative data analysis methods, we developed a model of the elements that constitute IS. We present a classification framework for IS programs and projects and apply it to lay out a map of known IS endeavors. Further, we present qualitative models summarizing the benefits and challenges of IS adoption. The survey provides the first broad review of IS literature and systematic arrangement of IS research results.

On Choosing Server- or Client-Side Solutions for BFT

Byzantine Fault Tolerant (BFT) protocols have the ability to work correctly even when up to a threshold f of system servers is compromised. This makes them appealing for the construction of critical systems connected to the Internet, which are constantly a target for cyber attacks. BFT protocols differ based on the kind of application, deployment settings, performance, access control mechanisms, fault model, number of servers in the system, and protocol implementation. The large number of protocols present in the literature and their differences make it difficult for a system builder to choose the solution that best satisfies the requirements of the system that he wants to build. In particular, the main difference among BFT protocols lies in their system models: server-side vs client-side. In the server-side model each client relies on the system to consistently order and replicate updates, while in the client-side model each client actively participates in the protocol. In this paper we classify BFT protocols as server-side or client-side. We analyze the tradeoffs between the two models, describe systems that use those models and how they chose tradeoffs, highlight the research gaps, and provide guidelines to system builders in order to choose the solution that best satisfies their needs.

Foundations of Session Types and Behavioural Contracts

Behavioural type systems, usually associated to concurrent or distributed computations, encompass concepts such as interfaces, communication protocols, and contracts, in addition to the traditional input/output operations. The behavioural type of a software component specifies its expected patterns of interaction using expressive type languages, so that types can be used to determine automatically whether the component interacts correctly with other components. Two related and particularly important notions of behavioural types are those of session types and behavioural contracts. This paper surveys the main accomplishments of the last twenty years within these two approaches.

Schema Evolution in Databases: A Survey

Schema Versioning in Databases: A Survey

Bibliometrics

Publication Years 1969-2015
Publication Count 1481
Citation Count 43489
Available for Download 1481
Downloads (6 weeks) 19653
Downloads (12 Months) 194933
Downloads (cumulative) 2880264
Average downloads per article 1945
Average citations per article 29
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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 Matthew Stallman ACM Grace Murray Hopper Award (1990)
Richard Stallman 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)
A. M. Turing Award (1988)
Jeffrey Victor Sutherland ACM Senior Member (2009)
Roberto Tamassia ACM Fellows (2012)
Andrew S. Tanenbaum ACM Karl V. Karlstrom Outstanding Educator Award (1994)
Robert W Taylor ACM Fellows (1994)
ACM Software System Award (1984)
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)
Robbert Van Renesse ACM Fellows (2009)
C J Van Rijsbergen ACM Fellows (2003)
Moshe Y Vardi 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 (2010)
ACM Fellows (1996)
Jeffrey S Vitter ACM Distinguished Member (2012)
ACM Gordon Bell Prize (2010)
ACM Fellows (1996)
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)
Michael Wellman ACM Fellows (2005)
John R. White ACM Presidential Award (2015)
ACM Fellows (1995)
Outstanding Contribution to ACM Award (1994)
Jennifer Widom ACM-W 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)
A. M. Turing Award (1967)
Jeannette M. Wing ACM Distinguished Service Award (2014)
ACM Fellows (1998)
Niklaus E Wirth ACM Fellows (1994)
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)
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)
Lixia Zhang ACM Fellows (2006)
Feng Zhao ACM Distinguished Member (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
Helen Ashman 6
Rachid GUERRAOUI 6
Andries Van Dam 6
Peter Wegner 6
Yannis Ioannidis 5
Jacques Cohen 5
Andrew Tanenbaum 5
Elliott Organick 5
Gonzalo Navarro 4
Corrado Priami 4
Wendy Hall 4
James Fry 4
James Peterson 4
Pierpaolo Degano 4
Peter Lee 4
Fred Schneider 4
Rance Cleaveland 4
Jayadev Misra 4
Peter Wegner 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
Johnleslie King 3
Toby Teorey 3
Bruce Weide 3
Jeffrey Vitter 3
Nabil Adam 3
Miroslaw Malek 3
Robert Rosin 3
David Schmidt 3
Charles Consel 3
Pankaj Agarwal 3
Ingrid Carlbom 3
David Lilja 3
Avi Silberschatz 3
Dick Bulterman 3
Robyn Kozierok 3
Leslie Carr 3
Michael Bieber 3
Werner Retschitzegger 3
Cristina Nita-Rotaru 3
Mark Harman 3
Chris Hankin 3
Thomas Dean 3
Jonathan Grudin 3
Alberto Pettorossi 3
Patrick Cousot 3
Michael, Loui 3
John Stankovic 3
John Rice 3
Maurizio Proietti 3
Marvin Zelkowitz 3
Jon Doyle 3
Garth Gibson 3
Udo Pooch 3
Mahadevan Ganapathi 3
Raghu Ramakrishnan 3
Alexander Thomasian 3
George Nagy 3
Laurie Damianos 3
Rajkumar Buyya 3
Henry Ledgard 3
Carlo Furia 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
Michael Marcotty 3
Roberto Gorrieri 3
David De Roure 3
Karl Lieberherr 2
Thomas Moran 2
Frederick Lochovsky 2
Wolfgang Klas 2
Paul Hudak 2
Leon Osterweil 2
Steve Bryson 2
Francis Sullivan 2
Vijay Saraswat 2
Kevin Mills 2
Howard Wactlar 2
Nathan Goodman 2
John Gallagher 2
Lawrence Dowdy 2
Derrell Foster 2
Subrata Dasgupta 2
Subhash Suri 2
James Michener 2
Douglas Schmidt 2
Joseph Sifakis 2
Robert Harper 2
Charles Hoare 2
Ugo Montanari 2
Bernhard Steffen 2
Wieland Schwinger 2
Ricardo Baeza-Yates 2
Yonathan Bard 2
Alistair Moffat 2
Thomas Dietterich 2
Gary Leavens 2
Klara Nahrstedt 2
Kenneth Kraemer 2
Trevor Mudge 2
Wayne Citrin 2
James Hollan 2
Malvin Kalos 2
Walter Kohler 2
Hafedh Mili 2
Pascal Van Hentenryck 2
Matthias Jarke 2
Julia Lawall 2
Natarajan Shankar 2
Dennis Volpano 2
Olivier Danvy 2
Alan Feuer 2
Barbara Ryder 2
Yale Patt 2
Sushil Jajodia 2
Mehmet Akşit 2
Dirk Riehle 2
Chunyan Miao 2
Jean Hubaux 2
Sarvnaz Karimi 2
Ivona Brandic 2
Levente Buttyán 2
Kotagiri Ramamohanarao 2
Maxime Crochemore 2
John Roddick 2
Ronald Brachman 2
Gary Sockut 2
Michael Wellman 2
Siba Mohanty 2
Patrick Hall 2
Frank Piessens 2
Jeannette Wing 2
Edmund Clarke 2
Jeffrey Kurtz 2
Narain Gehani 2
Donald Knuth 2
Ann Fitzsimmons 2
Tom Love 2
Erik Sandewall 2
Dale Miller 2
Krithi Ramamritham 2
Kim Bruce 2
Fabio Vitali 2
Daniel Schwabe 2
Zimu Zhou 2
Stephen Taylor 2
Sparsh Mittal 2
James Stanier 2
Francky Catthoor 2
William Smyth 2
Catherine McGeoch 2
George Lueker 2
James Church 2
Robert Sproull 2
Jonathan Walpole 2
Asuman Dogac 2
Abraham Silberschatz 2
Rosemary Simpson 2
Kevin Martin 2
Daniel Le Métayer 2
C Hoare 2
Brian Randell 2
Richard Millar 2
Alan Burns 2
Laura Lafave 2
Scott Thibault 2
Philip Treleaven 2
Lori Clarke 2
David Kotz 2
Thierry Lecroq 2
Hector Levesque 2
Claudio Carpineto 2
Mohammed Bennamoun 2
Edgar Sibley 2
Richard Bird 2
Giuseppe Italiano 2
Jim Kurose 2
Allen Tucker 2
Lynette Hirschman 2
Robert Sedgewick 2
Jim Woodcock 2
Fred Maryanski 2
Edward Reingold 2
John Hatcliff 2
Charles Fischer 2
Michael Hanus 2
Chittoor Ramamoorthy 2
Goetz Graefe 2
Angelo Morzenti 2
Abdelhamid Bouchachia 2
John Fitzgerald 2
Hans Gellersen 2
Jeffrey Vetter 2
Juris Hartmanis 2
Won Kim 2
Lester Lipsky 2
David Brailsford 2
Davide Brugali 2
Peter Triantafillou 2
Jochen Huber 2
Giuseppe Anastasi 2
Alípio Jorge 2
Joseph Paciorek 2
Dennis Severance 2
Jürg Nievergelt 2
David Embley 2
Bruce Schachter 2
Ronald Loui 2
Simon Kasif 2
Maarten Van Steen 2
Jörg Rothe 2
Andrew Turpin 2
Benjamin Bustos 2
Daniel Keim 2
Matteo Rossi 2
Tiziana Catarci 2
Kenneth Neves 2
John Mitchell 2
William Kent 2
Philip Bernstein 2
Michael Mannino 2
Eduardo Miranda 2
Gilles Muller 2
John Hennessy 2
Philip Wadler 2
André Schiper 2
Gerti Kappel 2
Carl Landwehr 2
Kevin Crowston 2
Richard Snodgrass 2
Ahmed Elmagarmid 2
Alexander Brodsky 2
Luke Hornof 2
Dana Angluin 2
Cinzia Cappiello 2
Leon Presser 2
H Li 2
James Foley 2
Norman Meyrowitz 2
Faron Moller 2
Pierre Wolper 2
Robert Jacob 2
Theodor Nelson 2
Harri Oinas-Kukkonen 2
Gustavo Rossi 2
Katia Sycara 2
Inderveer Chana 2
Andreas Bulling 2
Andrzej Jajszczyk 2
Andy Cockburn 2
Andrew Newell 2
Christos Faloutsos 2
Sivan Toledo 2
Axel Jantsch 2
Justin Zobel 2
Giovanni Romano 2
Bruce Leverett 2
John Wilkes 2
George Cybenko 2
Raymond Yeh 2
Carl Gunter 2
John Derrick 2
Arun Ross 2
Pieter Hartel 2
Douglas Comer 2
Guillaume Pierre 2
Victor Lesser 2
Clement Yu 2
Aristides Requicha 2
Zvi Galil* 2
David Maier 2
William Stallings 2
Jan Heering 2
Ephraim Glinert 2
Ouri Wolfson 2
Nic Volanschi 2
Michael Leuschel 2
Renaud Marlet 2
Philip Yu 2
Carlo Batini 2
Philippe Codognet 2
Tiziana Margaria 2
Henry Korth 2
Betty Salzberg 2
Alberto Marchetti-Spaccamela 2
Dino Mandrioli 2
Mary Rosson 2
Zhiwen Yu 2
Peter Larsen 2
Patricia Lago 2
Cécile Paris 2
Jeffrey Ullman 2
William Wulf 2
Robbert Van Renesse 2
Marjan Mernik 2
Mark Truran 2
Daniel Mossé 1
Borko Furht 1
Jean Rivest 1
Theo Ungerer 1
Jorg Riesmeier 1
Robert Hierons 1
Kirill Bogdanov 1
Qi Tian 1
Venkat Gudivada 1
Randolph Nelson 1
Peter Chen 1
David Gelernter 1
Jean Scholtz 1
Sami Iren 1
Sean Colbath 1
Thomas Bannon 1
Vecheslav Volkov 1
Samuel Bayer 1
Ivan Marsic 1
Sankar Virdhagriswaran 1
Chakkuen Wong 1
Frederick Hayes-Roth 1
Stanley Dunn 1
Roy Levin 1
James Donahue 1
Fabrizio Sebastiani 1
Jurgen Koch 1
Hervé Gallaire 1
Melody Ivory 1
Pascal Felber 1
Susan Regli 1
Jonathan Rees 1
Roman Vitenberg 1
Rajendra Bose 1
Juan Bicarregui 1
Rupak Majumdar 1
William Frakes 1
Lorenzo Strigini 1
Richard Hopkins 1
Diomidis Spinellis 1
Renzo Angles 1
Claudio GutiéRrez 1
Subject index 1
Edward Bender 1
Sriram Sankar 1
Robert Davis 1
Boris Velichkovsky 1
Jens Helmert 1
Zheng Yang 1
Daqing Zhang 1
Pablo Castro 1
Karim Barkati 1
Scott Schneider 1
Anne Orgerie 1
Quanghieu Vu 1
Samuel Kounev 1
Yuan Xue 1
Bryan Payne 1
Georgios Theodoropoulos 1
Bingdong Li 1
Awais Rashid 1
Xinyu Jin 1
Vanderson Botêlho 1
Otto Lessing 1
Guozhu Meng 1
Raouf Boutaba 1
Ruiyang Wu 1
Mukesh Saini 1
Abdulhameed Alelaiwi 1
Pattie Maes 1
Mattias De Wael 1
Bruno De Fraine 1
Tariq Jadoon 1
Shankar Karuppayah 1
Florian Daniel 1
Mohammed Feham 1
Karin Hummel 1
Kashifnizam Khan 1
Simone Brienza 1
Öznur Özkasap 1
Vincent Blondel 1
Daniel Riera 1
Holger Claussen 1
Márk Félegyházi 1
Nachikethas Jagadeesan 1
Ricardo Campos 1
Joey Scarr 1
Felix Siegle 1
Hongyu Zhao 1
Geoffray Bonnin 1
Zhixian Yan 1
Tianyin Xu 1
Vânia Bogorny 1
Tom Van Cutsem 1
Wanita Sherchan 1
Surya Nepal 1
Daniel Lázaro 1
Simon Fleming 1
Vijay Gurbani 1
Smruti Sarangi 1
Doron Tauber 1
Yves Robert 1
Christian Herdin 1
Stephen Kelley 1
Jiajun Liu 1
Eftychia Fotiadou 1
Nikos Nikolaidis 1
Deniz Altinbuken 1
Guillaume Lavoué 1
Florent Dupont 1
Céline Hudelot 1
Mohamed Sabry 1
David Atienza 1
Adrien Maglo 1
Santonu Sarkar 1
Gordon Pace 1
Richard Gilbert 1
Mário Freire 1
Matej Črepinšek 1
Giuseppe Battista 1
Carlos Soares 1
German Tischler 1
Munina Yusufu 1
Duncan Wilson 1
Davide Zanetti 1
Glenn Hawe 1
Karen Pinel-Sauvagnat 1
George Dodd 1
Mary Harrison 1
Elisha Sacks 1
Alfred Dale 1
David Alberts 1
Jordi Turmo 1
Henrik Pilegaard 1
Yimin Wang 1
David Redmiles 1
T Dolotta 1
Carl Carlson 1
Changhai Nie 1
Guoliang Li 1
Steven Hoi 1
Luca Console 1
Johnny Wong 1
Alicia Ageno 1
Mario Gonzalez 1
Beau Sheil 1
Christine Tomlinson 1
Fatiha Zaïdi 1
Arantza Illarramendi 1
Wenyi Zhao 1
Gábor Erdélyi 1
David Hsaio 1
James Baker 1
Elisabeth André 1
Carlos Chesñevar 1
William Scott 1
Henri Bal 1
Jonathan Bowen 1
Qing Li 1
Prashant Shenoy 1
Linda Kieffer 1
Mischa Schwartz 1
Dejan Vranić 1
Peter Thanisch 1
David Notkin 1
Phillip Conrad 1
Paul Amer 1
John Makhoul 1
Ishfaq Ahmad 1
John Quarterman 1
Simon Kaplan 1
Steven McCanne 1
Geoffrey Wenger 1
Mudumbai Ranganathan 1
Weiyi Meng 1
Yasushi Saito 1
Marc Shapiro 1
Stephen Kent 1
Todd Hodes 1
Tina Wong 1
Henry and Gregor 1
Tanusree Pai 1
William Tolone 1
Gailjoon Ahn 1
Carol Terry 1
Paolo Santi 1
Jim Gray 1
Martha Branstad 1
Stephanos Androutsellis-Theotokis 1
Errata 1
Roger Chin 1
Niklaus Wirth 1
Herbert Steinberg 1
Helmuth Partsch 1
Paolo Ciancarini 1
David Gilbert 1
Karoline Malmkjær 1
Gregor Bochmann 1
Dror Rawitz 1
Samuel Chanson 1
Fernando Navarro 1
Matthew Parris 1
Bern Martens 1
Danny De Schreye 1
Matthew Dwyer 1
Klaus Löhr 1
J Yohe 1
John Kollias 1
John May 1
Hong Zhu 1
Daniel Hirschberg 1
Dawid Weiss 1
Bruce Pennycook 1
Mubarak Shah 1
Frank Matthijs 1
Dinesh Pai 1
Iffat Kazi 1
Dirk Grunwald 1
Ian Horswill 1
William Swartout 1
Rina Dechter 1
Theodoor Scholte 1
David Skillicorn 1
Domenico Talia 1
David Zage 1
Cemil Kirbas 1
Ronald Srodawa 1
Howard Chen 1
Richard Bergeron 1
Robert Glass 1
Fernando Pereira 1
Peri Tarr 1
Jos Baeten 1
Priti Mishra 1
Jules Desharnais 1
Michał Walicki 1
Prasad Sistla 1
Eric Roberts 1
Abdelsalam Helal 1
Markus Huebscher 1
Mark Bernstein 1
Ross Wilkinson 1
Robert Cailliau 1
Wenhann Wang 1
Doron Peled 1
John Rushby 1
Dan Olsen 1
Kent Wittenburg 1
Manuel Hermenegildo 1
Lui Sha 1
Paul De Bra 1
Kohei Honda 1
Stefano Lonardi 1
Antonio Restivo 1
Uffe Wiil 1
John Leggett 1
Douglas Tudhope 1
Garry Froehlich 1
Thomas Groß 1
Mohamed Fayed 1
Adib Zarea-Aliabadi 1
Eugenia Giannopoulou 1
Nikolaos Kotsis 1
Anton Dahbura 1
John McDermott 1
Hans Van Vliet 1
Jonathan Silva 1
Susan Graham 1
Oliver Sharp 1
George Lepouras 1
David Thomas 1
André De Carvalho 1
Charles Dyer 1
Bianca Falcidieno 1
Patrizio Frosini 1
Roel Wieringa 1
Steffen Van Bakel 1
CléMence Magnien 1
Luiz Albini 1
Kyriakos Kritikos 1
Marco Comuzzi 1
Michael Parkin 1
Hui Wang 1
Xueqian Zhao 1
Johann Van Der Merwe 1
Stefano Ceri 1
Thomas Doeppner 1
John Antonio 1
Wolfgang Dzida 1
Andrea Lapaugh 1
John White 1
Joost Verhofstad 1
Benjamin Bederson 1
Concha Bielza 1
Giuseppe Lo Re 1
Stephen McDonald 1
James Hansen 1
Craig Tovey 1
Martha Larson 1
Alan Hanjalic 1
Tony Marsland 1
Thomas Winkler 1
Thomas Thüm 1
Orlando Pereira 1
Carlee Joe-Wong 1
Mung Chiang 1
Laurent Lefèvre 1
Marco Vieira 1
Ellen Clayton 1
Xingshe Zhou 1
Sebastian Zanlongo 1
Bradley Malin 1
Benoît Baudry 1
Brijesh Dongol 1
Kevin Chan 1
Yang Liu 1
Syaheerah Lutfi 1
Qi Guo 1
Abdulmotaleb El Saddik 1
Eduardo Velloso 1
Dominik Schmidt 1
Dawu Gu 1
David Lie 1
Abdullah Gani 1
Adnan Akhunzada 1
Albert Zomaya 1
Sufatrio 1
Yun Li 1
Henry Chung 1
Michel Fortier 1
Bruno De AraúJo 1
Fred Weingarten 1
Angel Lemos 1
Ryan Heartfield 1
Asma Benmansour 1
Wilfried Gansterer 1
Mohammad Hoque 1
Matti Siekkinen 1
John Narayan 1
Seyed Masoumzadeh 1
Helmut Hlavacs 1
Bianca Baldacci 1
Hareton Leung 1
Shahbaz Abid 1
Mazliza Othman 1
Athanasios Vasilakos 1
Dong Qiu 1
Hongyi Yao 1
José Macêdo 1
Stijn Mostinckx 1
Engineer Bainomugisha 1
Andrew West 1
Xavier Vilajosana 1
Lilian Bossuet 1
Rafael Rodríguez-Gómez 1
Ümit Çatalyürek 1
Tom Dinkelaker 1
Yunhao Liu 1
Jacqueline Kory 1
Nidhi Tiwari 1
Jongwon Kim 1
Steffen Wendzel 1
Paolo Buono 1
Joaquím Salví 1
Antonis Papanikolaou 1
Dimitrios Soudris 1
Maria Costabile 1
Veljko Pejovic 1
Tansu Alpcan 1
Abbas Kiasari 1
Zhonghai Lu 1
Jing Dong 1
Robert Biddle 1
Tatseng Chua 1
Wilson Wong 1
Wei Liu 1
Pedro Gonnet 1
Mario Fanelli 1
R Uthra 1
Srikumar Venugopal 1
Christian Colombo 1
Edjair Mota 1
Jörg Kietz 1
Shihhsi Liu 1
Yuanyuan Zhang 1
Jorge Sousa 1
Simona Bernardi 1
Boris Danev 1
Graham Coates 1
Ayman Abaza 1
Manuel Rodriguez 1
Arlind Kopliku 1
Alessio Malizia 1
Shipeng Li 1
Bertrand Meyer 1
Violeta Medina 1
Per Hansen 1
John Gaschnig 1
Stuart Zweben 1
Edward Coffman 1
Arie Shoshani 1
Hala ElAarag 1
C Gotlieb 1
Sally Sedelow 1
Ann Michaels 1
Simon Parsons 1
Juan Rodríguez-Aguilar 1
Bin Li 1
Ulf Blanke 1
Luigi Portinale 1
Kenneth Yip 1
John Barron 1
Robert Goldberg 1
Songbo Song 1
Bertram Raphael 1
Elmootazbellah Elnozahy 1
Scott Danforth 1
Dennis Tsichritzis 1
Hareton Leung 1
Richard Sinnott 1
Narsingh Deo 1
Tobias Riege 1
Tim Meyer 1
Krzysztof Pawlikowski 1
Daniel Lopresti 1
Giuseppe Liotta 1
László Böszörményi 1
Jiying Zhao 1
Stavros Christodoulakis 1
Jurij Šilc 1
Borut Robič 1
Jennifer Klein, J 1
Nevenka Dimitrova 1
Minos Garofalakis 1
Hongjiang Zhang 1
Yechiam Yemini 1
Sergiy Vilkomir 1
Alicia Iriberri 1
Nathan Brown 1
Matteo Pradella 1
Grigoris Antoniou 1
Cecil Smith 1
Asha Vellaikal 1
Ravinder Chandhok 1
Laurent Andrey 1
William Martin 1
Peter Schwarz 1
Alfred Aho 1
Sandeep Purao 1
Vijay Vaishnavi 1
Yatin Chawathe 1
Michael McTear 1
James Horning 1
Theodore Linden 1
Author index 1