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Shared-Memory Optimizations for Inter-Virtual-Machine Communication

Virtual machines (VMs) and virtualization are one of the core computing technologies today. Inter-VM communication is not only prevalent but also one... (more)

A Systematic Review of Shared Sensor Networks

While Wireless Sensor Networks (WSNs) have been traditionally tasked with single applications, in recent years we have witnessed the emergence of Shared Sensor Networks (SSNs) as integrated cyber-physical system infrastructures for a multitude of applications. Instead of assuming an... (more)

Seamless Outdoors-Indoors Localization Solutions on Smartphones

The demand for more sophisticated Location-Based Services (LBS) in terms of applications variety and accuracy is tripling every year since the... (more)

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,... (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.

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.

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 Survey Of Techniques for Approximate Computing

Approximate computing trades off computation quality with the effort expended and as rising performance demands confront with plateauing resource budgets, approximate computing has become, not merely attractive, but even imperative. In this paper, we present a survey of techniques for approximate computing (AC). We discuss strategies for finding approximable program portions and monitoring output quality, techniques for using AC in different processing units (e.g. CPU and GPU), processor components, memory technologies etc., and programming frameworks for AC. We classify these techniques based on several key characteristics to emphasize their similarities and differences. The aim of this paper is to provide insights to researchers into working of AC techniques and inspire more efforts in this area to make AC the mainstream computing approach in future 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 1969-2016
Publication Count 1490
Citation Count 43869
Available for Download 1490
Downloads (6 weeks) 21042
Downloads (12 Months) 197853
Downloads (cumulative) 2883524
Average downloads per article 1935
Average citations per article 29
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)
Benjamin B Bederson ACM Distinguished Member (2011)
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 - Infosys Foundation Award in the Computing Sciences (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)
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)
Roderic G. Cattell ACM Doctoral Dissertation Award (1978)
Donald Chamberlin ACM Software System Award (1988)
Michael G Christel ACM Senior Member (2010)
Edmund Clarke 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)
Fabio Crestani ACM Senior Member (2009)
Ernesto Damiani ACM Distinguished Member (2008)
David DeWitt ACM Software System Award (2008)
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 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)
Aaron Finerman ACM Distinguished Service Award (1981)
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 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)
H Lynda Hardman ACM Distinguished Member (2014)
ACM Senior Member (2013)
Juris Hartmanis ACM Distinguished Service Award (2013)
A. M. Turing Award (1993)
John L Hennessy ACM - IEEE CS Eckert-Mauchly Award (2001)
C. Antony R. Hoare 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)
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 - Infosys Foundation Award in the Computing Sciences (2008)
Craig Knoblock ACM Distinguished Member (2008)
Donald E Knuth ACM Software System Award (1986)
A. M. Turing Award (1974)
ACM Grace Murray Hopper Award (1971)
Daphne Koller ACM - Infosys Foundation Award in the Computing Sciences (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)
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 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 A. M. Turing Award (2011)
ACM AAAI Allen Newell Award (2003)
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 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)
Saul Rosen ACM Distinguished Service Award (1984)
Barbara G Ryder ACM Presidential Award (2008)
Hanan Samet ACM Paris Kanellakis Theory and Practice Award (2011)
Vijay Saraswat ACM Doctoral Dissertation Award (1989)
Marc Shapiro ACM Senior Member (2009)
Frank Shipman ACM Distinguished Member (2009)
Yoav Shoham ACM AAAI Allen Newell Award (2012)
Joseph Sifakis 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 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)
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)
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)
John R. White ACM Presidential Award (2015)
Outstanding Contribution to ACM Award (1994)
Jennifer Widom ACM-W Athena Lecturer Award (2015)
Reinhard Wilhelm ACM Distinguished Service Award (2010)
Maurice V. Wilkes ACM - IEEE CS Eckert-Mauchly Award (1980)
A. M. Turing Award (1967)
Jeannette M. Wing ACM Distinguished Service Award (2014)
Niklaus E Wirth A. M. Turing Award (1984)
ACM Programming Systems and Languages Paper Award (1978)
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)
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
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
Scott Smolka 4
Luca Cardelli 4
Mohamed Fayad 4
Toby Teorey 3
Bruce Weide 3
Johnleslie King 3
Nabil Adam 3
Jeffrey Vitter 3
Robert Rosin 3
Miroslaw Malek 3
David Schmidt 3
Charles Consel 3
Pankaj Agarwal 3
Ingrid Carlbom 3
Avi Silberschatz 3
David Lilja 3
Dick Bulterman 3
Robyn Kozierok 3
Leslie Carr 3
Michael Bieber 3
Werner Retschitzegger 3
Cristina Nita-Rotaru 3
Mark Harman 3
Thomas Dean 3
Jonathan Grudin 3
Chris Hankin 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
Carlo Furia 3
Henry Ledgard 3
Hanne Nielson 3
Flemming Nielson 3
Roberto Tamassia 3
Frank Manola 3
Randy Katz 3
Jacques Noyé 3
Ben Shneiderman 3
Isabel Cruz 3
Michael Marcotty 3
Joseph Pasquale 3
Roberto Gorrieri 3
David De Roure 3
Subhash Suri 2
James Michener 2
Joseph Sifakis 2
Robert Harper 2
Bernhard Steffen 2
Douglas Schmidt 2
Charles Hoare 2
Ugo Montanari 2
Wieland Schwinger 2
Ricardo Baeza-Yates 2
Thomas Dietterich 2
Yonathan Bard 2
Alistair Moffat 2
Klara Nahrstedt 2
Gary Leavens 2
Kenneth Kraemer 2
Trevor Mudge 2
Wayne Citrin 2
James Hollan 2
Malvin Kalos 2
Walter Kohler 2
Cinzia Cappiello 2
Luke Hornof 2
Dana Angluin 2
Leon Presser 2
Norman Meyrowitz 2
H Li 2
James Foley 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
John Gallagher 2
Sarvnaz Karimi 2
Levente Buttyán 2
Ivona Brandic 2
Kotagiri Ramamohanarao 2
Maxime Crochemore 2
John Roddick 2
Michael Wellman 2
Ronald Brachman 2
Siba Mohanty 2
Patrick Hall 2
Frank Piessens 2
Edmund Clarke 2
Jeannette Wing 2
Jeffrey Kurtz 2
Narain Gehani 2
Donald Knuth 2
Ann Fitzsimmons 2
Tom Love 2
Erik Sandewall 2
Krithi Ramamritham 2
Dale Miller 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
Jonathan Walpole 2
James Church 2
Robert Sproull 2
Asuman Dogac 2
Rosemary Simpson 2
Kevin Martin 2
C Hoare 2
Daniel Le Métayer 2
Abraham Silberschatz 2
Brian Randell 2
Philip Treleaven 2
Richard Millar 2
Alan Burns 2
Scott Thibault 2
Laura Lafave 2
Lori Clarke 2
Karl Lieberherr 2
Frederick Lochovsky 2
Lester Lipsky 2
Thomas Moran 2
Leon Osterweil 2
Steve Bryson 2
Gary Sockut 2
Francis Sullivan 2
Vijay Saraswat 2
Kevin Mills 2
Howard Wactlar 2
Paul Hudak 2
Nathan Goodman 2
Lawrence Dowdy 2
Derrell Foster 2
Subrata Dasgupta 2
Edward Reingold 2
Charles Fischer 2
John Hatcliff 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
Wolfgang Klas 2
David Brailsford 2
Davide Brugali 2
Peter Triantafillou 2
Jochen Huber 2
Alípio Jorge 2
Ronald Loui 2
Simon Kasif 2
Giuseppe Anastasi 2
Joseph Paciorek 2
Andrew Turpin 2
Jörg Rothe 2
Dennis Severance 2
Jürg Nievergelt 2
David Embley 2
Bruce Schachter 2
Benjamin Bustos 2
Daniel Keim 2
Matteo Rossi 2
Tiziana Catarci 2
Kenneth Neves 2
John Mitchell 2
William Kent 2
Maarten Van Steen 2
Kevin Crowston 2
Philip Bernstein 2
Michael Mannino 2
André Schiper 2
Eduardo Miranda 2
Gilles Muller 2
Carl Landwehr 2
John Hennessy 2
Ahmed Elmagarmid 2
Philip Wadler 2
Gerti Kappel 2
Richard Snodgrass 2
Alexander Brodsky 2
Hafedh Mili 2
Natarajan Shankar 2
Matthias Jarke 2
Bruce Leverett 2
Dennis Volpano 2
Olivier Danvy 2
Alan Feuer 2
Julia Lawall 2
Barbara Ryder 2
Sushil Jajodia 2
Yale Patt 2
Mehmet Akşit 2
Dirk Riehle 2
Chunyan Miao 2
Jean Hubaux 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
John Wilkes 2
George Cybenko 2
Pascal Van Hentenryck 2
Raymond Yeh 2
Carl Gunter 2
John Derrick 2
Pieter Hartel 2
Arun Ross 2
Victor Lesser 2
Douglas Comer 2
Clement Yu 2
Aristides Requicha 2
Zvi Galil* 2
David Maier 2
Jan Heering 2
Ephraim Glinert 2
Guillaume Pierre 2
Ouri Wolfson 2
William Stallings 2
Carlo Batini 2
Renaud Marlet 2
Nic Volanschi 2
Michael Leuschel 2
Philip Yu 2
Henry Korth 2
Tiziana Margaria 2
Philippe Codognet 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
Mark Truran 2
David Kotz 2
Marjan Mernik 2
Thierry Lecroq 2
Hector Levesque 2
Claudio Carpineto 2
Richard Bird 2
Giuseppe Italiano 2
Mohammed Bennamoun 2
Allen Tucker 2
Edgar Sibley 2
Lynette Hirschman 2
Jim Woodcock 2
Robert Sedgewick 2
Jim Kurose 2
Michael Hanus 2
Fred Maryanski 2
Stephanie Forrest 1
Daniel Thalmann 1
M Rao 1
Michael Flynn 1
Brad Mehlenbacher 1
Mario Cannataro 1
Kevin Roundy 1
Barton Miller 1
Cornelis Van Rijsbergen 1
Mounia Lalmas 1
Fabio Crestani 1
Judea Pearl 1
Stuart Hirshfield 1
Richard Holt 1
Lester Heitger 1
John Carlis 1
Michael Marefat 1
Ran El-Yaniv 1
Nash Aragam 1
Hing Fung 1
Stephen Yau 1
Joanne Treurniet 1
Markus Stumptner 1
Rudy Hirschheim 1
Craig Knoblock 1
David Helmbold 1
Ian Witten 1
James Brancheau 1
Ritendra Datta 1
Jia Li 1
Charles Colbourn 1
Partha Goswami 1
Ricardo Pedro 1
Ádám Csapó 1
Wojciech Mazurczyk 1
Israel Herraiz 1
J Gutiérrez 1
Marcus Uneson 1
Miguel Calvo-Flores 1
Michael Henson 1
Indrė Žliobaitė 1
Erman Ayday 1
Zhu Wang 1
Yunji Chen 1
Ling Li 1
Mingming Guo 1
Jim Woodcock 1
Giovani Gracioli 1
Rodolfo Pellizzoni 1
Sibel Adalı 1
Aqsa Naeem 1
Patricia Ruiz 1
Pascal Bouvry 1
Joaquim Jorge 1
Brian Wyvill 1
Wei Huang 1
Emmanouil Vasilomanolakis 1
Fahimeh Moghaddam 1
Paola Grosso 1
Vrizlynn Thing 1
Laura Ferrari 1
Amir Darehshoorzadeh 1
Tracey Ho 1
Toni Mastelic 1
Ariel Oleksiak 1
Jean Pierson 1
Pujan Ziaie 1
Tanya Vladimirova 1
Jorgen Ilstad 1
Yannis Theodoridis 1
Laurence Tratt 1
Viktor Fischer 1
Ian Wakeman 1
Jierui Xie 1
Boleslaw Szymanski 1
Hengtao Shen 1
Muhammad Chaudhry 1
Atif Manzoor 1
Giuseppe Desolda 1
Chenshu Wu 1
Dimitrios Vergados 1
Sebastian Zander 1
Georgia Psychou 1
Xue Liu 1
Pedro García-Teodoro 1
Santonu Sarkar 1
Quanyan Zhu 1
Isabelle Demeure 1
William III 1
John Dionisio 1
Paulo Monteiro 1
Samuel Kamin 1
Paul Green 1
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Mehdi Sookhak 1
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Yuejiao Gong 1
Pol Arias 1
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Francis Quek 1
Dejan Milo&jacute;icic 1
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