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On the Marginal Standard Error Rule and the Testing of Initial Transient Deletion Methods

In the planning of steady-state simulations, a central issue is the initial transient problem, in which an initial segment of the simulation output is... (more)

A Bayesian Approach to Parameter Inference in Queueing Networks

The application of queueing network models to real-world applications often involves the task of estimating the service demand placed by requests at... (more)

MTSS -- A Marine Traffic Simulation System and Scenario Studies for a Major Hub Port

Hub ports need to ensure that their navigational networks can fulfill increased demand in marine traffic. They also need to assess the possible... (more)

Cycle-Accurate Network on Chip Simulation with Noxim

The on-chip communication in current Chip-MultiProcessors (CMP) and MultiProcessor-SoC (MPSoC) is mainly based on the Network-on-Chip (NoC) design... (more)

Multivariate Input Uncertainty in Output Analysis for Stochastic Simulation

When we use simulations to estimate the performance of stochastic systems, the simulation is often driven by input models estimated from finite... (more)

Exploiting Social Capabilities in the Minority Game

The minority game (MG) is an inductive binary-decision model that is able to study emergent behaviors in a population of agents who compete, through... (more)

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Call for Paper

Special Issue on Formal Methods for the Quantitative Evaluation of Collective Adaptive Systems (Deadline for submission; January, 27 2017)

 

First "State of the Art and Open Challenges" (MS:STAROC) paper published

In "Research Challenges in Parallel and Distributed Simulation", Richard Fujimoto describes the current state and the possible future of parallel and distributed discrete event simulation. READ MORE

Reproducibility initiative successfully launched

The paper Automatic Moment-Closure Approximation of Spatially Distributed Collective Adaptive Systems took successfully part in the new replicating computational results RCR activity.

 

TOMACS Paper in Best of ACM Computing 2014

The paper Space-Time Matching Algorithms for Interest Management in Distributed Virtual Environments has been included in Best of ACM Computing 2014.
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Forthcoming Articles
A Tool for xMAS Based Modeling and Analysis of Communication Fabrics in Simulink

The eXecutable Micro-Architectural Specification (xMAS) based Quality-of-Service (QoS) analysis developed in recent years finds an effective way to model the on-chip communication fabrics and enables performance bound analysis at the micro-architectural level. For this performance analysis of Network-on-Chip (NoC), model validation is essential to ensure correctness and accuracy. In order to facilitate the xMAS modeling and corresponding analysis validation, this work presents a unified platform based on xMAS in Simulink. The platform provides a friendly graphical interface for xMAS modeling and parameter setup by taking advantages of the Simulink modeling environment. Hierarchical model build-up and Verilog-HDL code generation are essentially supported to manage complex models and to conduct cycle-accurate bit-accurate simulations. Moreover, the heuristics aided model validation is incorporated with the Verilog-HDL simulations to evaluate the analysis results. We demonstrate the application as well as the work flow of the xMAS tool through a two-agent communication example.

Relaxing Synchronization in Parallel Agent-based Road Traffic Simulation

Large-scale agent-based traffic simulation is computationally intensive. This triggers the need for using parallel computing techniques. The parallelization of agent-based traffic simulations is generally performed by decomposing the road network into spatial subregions. The agents in each subregion are executed by a Logical Process (LP). Synchronization of LPs is required due to data dependencies between them. Synchronization protocols can be synchronous or asynchronous. An asynchronous protocol allows LPs to progress asynchronously and communicate individually only when there are data dependencies. LPs use lookahead to indicate the time to synchronize with other LPs. The larger the lookahead values, the less frequent the synchronization operations are required. High synchronization overhead is still a major performance issue in large-scale parallel agent-based traffic simulations. In this paper, we develop two heuristics to increase the lookahead of LPs for an asynchronous protocol. Taking advantage of the intrinsic uncertainties in traffic simulation, lookahead is increased by allowing certain violation of data dependencies. In the first heuristic, some synchronization operations are simply skipped. In the second heuristic, the temporal resolution of the models of those agents that cause data dependencies is reduced. Skipping synchronization operations or decreasing the temporal resolution of models should not alter the simulation results statistically. The efficiency of the proposed heuristics is investigated in the parallel agent-based traffic simulator SEMSim Traffic. Experiment results showed that compared to the existing methods the heuristics are able to reduce the running time of the parallel simulation without sacrificing the statistical accuracy of the simulation.

(RCR) Report "Semantics and Efficient Simulation Algorithms for an Expressive Multi-Level Modeling"

Semantics and Ecient Simulation Algorithms on an Expressive Multi-Level Modelling Language, by Helms et al. presents new work on the domain-specic modelling and simulation language ML-Rules [3]. For the rst time the language is given a formal semantics which establishes the relationship between the language and its underlying mathematical model, continuous time Markov chains. Furthermore subclasses of the language are identied for which it is possible to specify and implement more ecient approaches to simulation. These new algorithms are demonstrated on substantial case studies. This replicated computation report focuses on the ML-Rules modelling tool, and specically the new algorithms as demonstrated in the case studies in the paper [1]. The soware was straightforward to install and use and the experimental results from the paper could all be reproduced.

Cloning Agent-based Simulation

Simulation cloning is an efficient way to analyze multiple configurations in a parameter exploration task. A simulation model usually contains a set of tunable parameters for exploring different configurations of a system. To evaluate different design alternatives, multiple simulation instances need be launched, each evaluating a different parameter configuration. It usually takes a considerable amount of time to execute these simulation instances. Simulation cloning is proposed to reuse computations among simulation instances and to shorten the overall execution time. It is a challenging task to design cloning strategies to explore the computation sharing among simulation instances while maintaining the correctness of execution. In this paper, we propose two ABS cloning strategies, the top-down cloning strategy and the bottom-up cloning strategy. The top-down cloning strategy is initially designed and can only be applied to limited scenarios. The bottom-up cloning strategy is an improved strategy to overcome the limitation of the top-down cloning strategy. In the experiments, the effectiveness of the two strategies is analyzed. A large-scale ABS parameter exploration task is performed to show the performance advantages and generality of the bottom-up cloning strategy.

Semantics and Efficient Simulation Algorithms of an Expressive Multi-Level Modeling Language

The domain-specific modeling and simulation language ML-Rules is aimed at facilitating the description of cell biological systems at different levels of organization. Model states are chemical solutions that consist of dynamically nested, attributed entities. The model dynamics are described by rules that are constrained by arbitrary functions, which can operate on the entities' attributes, (nested) solutions, and the reaction kinetics. Thus, ML-Rules supports an expressive hierarchical, variable structure modeling of cell biological systems. The formal syntax and semantics of ML-Rules show its being firmly rooted in continuous time Markov chains. In addition to a generic stochastic simulation algorithm for ML-Rules, we introduce several specialized algorithms that are able to handle subclasses of ML-Rules more efficiently. The algorithms are compared in a performance study, leading to conclusions on the relation between expressive power and computational complexity of rule-based modeling languages.

A Fine-Grain Time-Sharing Time Warp System

Time Warp is the reference synchronization protocol for parallel speculative processing of discrete event simulation models. Although PDES platforms relying on the baseline Time Warp specification already allow for exploiting parallelism, several techniques have been proposed to further favor performance. Among them we find optimized approaches for state recoverability, and techniques for load balancing or (dynamically) controlling the speculation degree, the latter being specifically targeted at reducing the incidence of causality errors leading to waste of computation. However, in state of the art Time Warp systems, events are processed like batch-jobs, say with no reliance on any preemption support, which may prevent the possibility to promptly react to the injection of higher priority (say lower timestamp) events. Delaying the processing of these events may, in turn, give rise to higher incidence of incorrect speculation. In this article we present the design and realization of a time-sharing Time Warp system, to be run on multi-core Linux machines, which makes systematic use of event preemption in order to dynamically reassign the CPU to higher priority events/tasks. Our proposal is based on a truly dual mode execution, application vs platform, which includes a timer-interrupt based support for bringing control back to platform mode for possible CPU reassignment according to very fine grain periods. The latter facility is offered by an ad-hoc timer-interrupt management module for Linux, which we release, together with the overall time-sharing support, within the open source ROOT-Sim platform. An experimental assessment is presented showing the effectiveness of our approach.

Bibliometrics

Publication Years 1991-2016
Publication Count 500
Citation Count 4442
Available for Download 500
Downloads (6 weeks) 1264
Downloads (12 Months) 13345
Downloads (cumulative) 263371
Average downloads per article 527
Average citations per article 9
First Name Last Name Award
Kellogg S. Booth ACM Distinguished Member (2009)
ACM Senior Member (2009)
Edouard Bugnion ACM Software System Award (2009)
Scott Devine ACM Software System Award (2009)
Babak Falsafi ACM Senior Member (2007)
Philip Heidelberger ACM Gordon Bell Prize (2006)
John Heidemann ACM Senior Member (2007)
Ahmed A Helmy ACM Distinguished Member (2014)
ACM Senior Member (2012)
Edward Lazowska ACM Distinguished Service Award (2009)
ACM Presidential Award (2005)
Margaret Loper ACM Senior Member (2009)
Vishal Misra ACM Senior Member (2013)
Trevor Mudge ACM-IEEE CS Eckert-Mauchly Award (2014)
Michael John North ACM Senior Member (2007)
Eliot Rich ACM Senior Member (2016)
Mendel Rosenblum ACM Software System Award (2009)
ACM Doctoral Dissertation Award (1992)
Brian W. Unger ACM Senior Member (2009)
Benjamin G Zorn ACM Distinguished Member (2011)

First Name Last Name Paper Counts
Peter Glynn 15
Barry Nelson 12
Pierre L'Ecuyer 11
Paul Fishwick 9
Shane Henderson 8
Shalabh Bhatnagar 7
Makoto Matsumoto 7
Sandeep Juneja 7
Richard Fujimoto 7
Marvin Nakayama 7
Philip Heidelberger 7
David Nicol 7
Wolfgang Hörmann 6
David Goldsman 6
Sigrún Andradóttir 6
Wentong Cai 6
Kalyan Perumalla 6
James Calvin 5
Lee Schruben 5
Harald Niederreiter 5
Perwez Shahabuddin 5
Stephen TURNER 5
Jose Blanchet 5
Yibing Lin 5
Enver Yücesan 4
Victor Nicola 4
Shu Tezuka 4
Raghu Pasupathy 4
Paul Reynolds, 4
Felisa Vázquez-Abad 4
Adelinde Uhrmacher 4
Michael Devetsikiotis 4
Josef Leydold 4
Ernest Page 4
Christos Alexopoulos 4
Gerhard Derflinger 4
Rajive Bagrodia 4
Szuhui Ng 3
George Kesidis 3
Georgios Theodoropoulos 3
Stefan Wegenkittl 3
Suiping Zhou 3
Yoshiharu Kurita 3
Art Owen 3
Boris Lubachevsky 3
Bruno Tuffin 3
Chunhung Chen 3
Sigrún Andradóttir 3
Raymond Couture 3
Luc Devroye 3
Seonghee Kim 3
Kevin Leder 3
Susan Sanchez 3
Michael Fu 3
Ward Whitt 3
James Wilson 3
Stephen Chick 3
Soumyadip Ghosh 3
George Riley 3
Jürgen Eichenauer-Herrmann 3
Michel Mandjes 3
Junlan Zhou 3
Russell Cheng 3
Thomas Lucas 2
Loohay Lee 2
Jason Liu 2
Saikou Diallo 2
Sheldon Jacobson 2
Alan Weiss 2
Karl Entacher 2
Mineo Takai 2
Rick Goh 2
Weibo Gong 2
Fernando Barros 2
Roman Chertov 2
Bernard Zeigler 2
Bruno Preiss 2
Stephen Roberts 2
Robert Sargent 2
Paul Glasserman 2
Paula Whitlock 2
Dashi Singham 2
Murat Kulahci 2
Teunis Ott 2
Sonia Fahmy 2
Bruce Ankenman 2
Violet Syrotiuk 2
Donato D’Ambrosio 2
Jeremy Staum 2
Jose Padilla 2
Liu Hong 2
Changcheng Huang 2
Albert Greenberg 2
Robert Dittus 2
Francesco Quaglia 2
Sudhakar Yalamanchili 2
Gersende Fort 2
Richard Nance 2
Reid Ness 2
Bruce Schmeiser 2
Paul Barton 2
Joel Esposito 2
Vijay Kumar 2
Ioannis Lambadaris 2
Osman Balci 2
Takuji Nishimura 2
Vijay Madisetti 2
Babak Falsafi 2
Michel Broniatowski 2
Sudhir Srinivasan 2
Henrik Hult 2
Bruno Tuffin 2
Giuliano Casale 2
William Spataro 2
Ross Gore 2
Keith Ross 2
Jean Walrand 2
Maria Hybinette 2
Lihyuan Deng 2
Vivek Mishra 2
Warren Powell 2
Dan CHEN 2
Malcolmyoke Low 2
Lachlan Andrew 2
Busung Lee 2
Edward Lazowska 2
Zhengrong Ji 2
David Wood 2
Peter Hellekalek 2
Hui Wang 2
Ness Shroff 2
Marwan Krunz 2
Roland Ewald 2
James Nutaro 2
Samir Das 2
Robert Klein 2
Zengxiang Li 2
Bernd Heidergott 2
José Gallardo 1
Pieter De Boer 1
Gilberto Mayor 1
Anoop Gupta 1
David Andersen 1
David Hardaker 1
Weelit Koh 1
Anurag Kumar 1
Ali Tafazzoli 1
Kayhan İmre 1
Rayadurgam Srikant 1
Samuel Ehrlichman 1
Benjamin Lok 1
Darren Ong 1
Belgacem Bouzaïene-Ayari 1
Rami Puzis 1
Xiadong Fu 1
James Townsend 1
Reuven Rubinstein 1
Ad Ridder 1
Matthew Carlyle 1
John Biegel 1
Mingjian Yuan 1
George Pallis 1
Yannis Manolopoulos 1
Dennis Schaeffer 1
Roland Ibbett 1
Vernon Rego 1
Michael Pagels 1
J Jump 1
Sandhya Dwarkadas 1
Zisheng Chen 1
Ricki Ingalls 1
Douglas Morrice 1
Anthony LaMarca 1
Alexander Tuzhilin 1
Olivier Teytaud 1
Reiichiro Kawai 1
Pedro Inácio 1
Chengshang Chang 1
Francesco Presti 1
Don Towsley 1
Glenn Carl 1
Kunchan Lan 1
Pete Sanderson 1
Anastassios Chassiakos 1
George Fishman 1
Etienne Kerre 1
Jurgen Martens 1
Mirko Stoffers 1
Jie Li 1
Zdravko Botev 1
Leiting Chen 1
Sangwon Bae 1
Henri Casanova 1
Arnaud Legrand 1
Michael Garnsey 1
Claudia Szabo 1
Miguel Erazo 1
Matthew Sottile 1
Jason Dagit 1
Xizhou Feng 1
Jennifer Harlow 1
Guy Schiavone 1
Christian Leger 1
Ivan Zorych 1
Ziyu Wang 1
Emin Sirer 1
Ronald Nolte 1
Ken Funk 1
Jie Liu 1
Marta Kwiatkowska 1
Denis Menshykau 1
Linar Mikeev 1
Verena Wolf 1
Jie Xu 1
Susan Lewis 1
Nugroho Pujowidianto 1
Weikun Wang 1
Franco Cicirelli 1
Hussein Al-Zubaidy 1
Raed Al-Zubi 1
Tirza Lauterman 1
Dagan Schwartz 1
Ohad Greenshpan 1
Christine Currie 1
Elizabeth Corbett 1
Peter Salemi 1
Jingjing Wang 1
Nael Abu-Ghazaleh 1
Gongjun Xu 1
Robert McDougal 1
Rafał Wcisło 1
Tito Homem-de-Mello 1
James Swisher 1
Norman Matloff 1
Ai Kuramoto 1
Daniel Heyman 1
Turgay Korkmaz 1
Zhonge Xiao 1
Glen Takahara 1
Qianli Su 1
Benjamin Feng 1
Yanick Champoux 1
John Reed 1
Paul Dupuis 1
Luis Orozco-Barbosa 1
Leonard Kleinrock 1
Lijun Wang 1
Roger Cooke 1
K Chandy 1
Wentoh Liao 1
Thomas Stewart 1
Robert Smith 1
Brian Mark 1
Takayuki Osogami 1
Huseyin Topaloglu 1
William Robinson 1
Demet Batur 1
Turgay Celik 1
Matthias Falkner 1
Ernst Stadlober 1
Victor Chan 1
John Quarles 1
Jon Parker 1
Jim Chen 1
Cristian Borcea 1
Isi Mitrani 1
Colm O'Cinneide 1
Fred Howell 1
Evan Saltzman 1
Andrew Whinston 1
Vikas Jha 1
Manuela Pereira 1
Hatem Sellami 1
Guanhua Yan 1
Sandeep Neema 1
Ronald Wolff 1
Eugene Kerckhoffs 1
George Michailidis 1
Siegfried Treu 1
Ivo Adan 1
Aleksandar Milenković 1
Milena Milenković 1
Matthew Chidester 1
Nilay Argon 1
Ferdi Put 1
Olaf Landsiedel 1
Cheng Feng 1
Vivek Borkar 1
Weiping Luo 1
Hui Wang 1
Trevor Mudge 1
David Nagle 1
Mendel Rosenblum 1
Jim Williams 1
Margaret Loper 1
Minghsing Chiu 1
Xiaorong Li 1
Jiangzhuo Chen 1
Suruchi Deodhar 1
Yifei Ma 1
Raazesh Sainudiin 1
Rudolf Frühwirth 1
Damian Dechev 1
Srikanth Yoginath 1
Thomas Plagemann 1
Marc Suchard 1
Brian Merrell 1
Andrew Klapper 1
Mark Goresky 1
Hans Vangheluwe 1
Dagmar Iber 1
Ajay Jasra 1
Elena Ehrlich 1
Sylvain Soliman 1
Taoying Farenhorst-Yuan 1
Huashuai Qu 1
Enlu Zhou 1
Nigel Saunders 1
Cigdem Sengul 1
Mustafa Al-Bado 1
Gerardo Rubino 1
Charles Sutton 1
Tiancheng Song 1
Daniel McClary 1
Sergey Zeltyn 1
Avishai Mandelbaum 1
Haralampos Hatzikirou 1
Arthur Voter 1
Mohammand Ishlam Patoary 1
Witold Dzwinel 1
Aya Wallwater 1
Jane Douglas 1
Jie Wang 1
Raymond Myers 1
Ioannis Pachoulakis 1
Ruth Davies 1
Bradley Mitchell 1
Francois Blouin 1
Stephen Eick 1
Fred Hickernell 1
Abdollah Afjeh 1
Gregory Follen 1
José Fortes 1
Brian Logan 1
Wei Jin 1
Dimitrios Makrakis 1
Emily Lada 1
José Villén-Altamirano 1
Jeff Rothenberg 1
Philippe Barbe 1
Christopher Carothers 1
Harry Perros 1
Sridhar Ramesh 1
Larry Soule 1
Youngmi Jin 1
Milan Vojnović; 1
Graham Birtwistle 1
Bedi̇r Tekinerdoğan 1
Cherung Lee 1
Feng Gu 1
Helen Karatza 1
Sudip Seal 1
Joshua Epstein 1
Meytal Tubi 1
Seungho Lee 1
Youngjun Son 1
Constantinos Psomas 1
Gajanana Nadoli 1
Fabrizio Granelli 1
Wayne Loucks 1
Philip Fleming 1
Thomas Page 1
Lawrence Williams 1
James Sinclair 1
Andrea Bonarini 1
Xiong Lin 1
George O'Brien 1
Jens Svensson 1
Peter Epstein 1
Ram Rajagopal 1
Katia Obraczka 1
Benjamin Melamed 1
Yannis Smaragdakis 1
Ákos Lédeczi 1
James Davis 1
Chiali Wang 1
Taewoo Kim 1
Richard Simard 1
Jun Wang 1
Ashvin Radiya 1
Bert Zwart 1
Ilchul Moon 1
Alvin Lebeck 1
Tobias Helms 1
Ta Duong 1
Deli Zhang 1
Gilbert Hendry 1
Sandeep Gupta 1
Ayan Banerjee 1
Joshua Ferguson 1
Tridib Mukherjee 1
Assaf Zeevi 1
Éric Moulines 1
Vera Goebel 1
Denis Choquet 1
Firas Hamze 1
Kevin Walsh 1
Gary Warren 1
David Nicol 1
Seonghee Kim 1
Alfred Park 1
Guangwu Liu 1
Elvis Liu 1
Simon Shaw 1
Mohamed Khadiri 1
Salvatore Monteleone 1
Russell Barton 1
Song Ci 1
Sandeep Gupta 1
Gaurav Sharma 1
Changhee Joo 1
Sara Tzafrir 1
Yossi Mesika 1
Terry Young 1
Dominique Feillet 1
Michail Tsompanas 1
Danny Perez 1
Karl Kienitz 1
Carl Tropper 1
William Lytton 1
David Yuen 1
Ericcao Ni 1
Timothy Davis 1
Isaku Wada 1
James Enns 1
Kellogg Booth 1
Joseph Kearney 1
Yiannis Papelis 1
James Cremer 1
Ernest Houck 1
Steve Counsell 1
Marco Roccetti 1
Marco Bernardo 1
Jorma Virtamo 1
WeiWin Liou 1
Weining Yang 1
Phillip Dickens 1
Kevin Healy 1
Bahar Biller 1
Na Li 1
Anna Lawniczak 1
Come Raczy 1
Robert Felderman 1
Hermann Thorisson 1
Manuel Villén-Altamirano 1
Yuhjeng Lee 1
David Miller 1
Cesar Neto 1
Raúl Rodríguez-Rubio 1
Andrés Suárez-González 1
Su Deng 1
Ihab Hamadeh 1
Tamer Bacsar 1
Alan Krantz 1
Ke Pan 1
Rassul Ayani 1
TongqiangTony Wu 1
Alan Whisman 1
Honggang Wang 1
Yenlin Chia 1
Lancelot James 1
Hans Künsch 1
James Yan 1
Louis Birta 1
Stylianos Zikos 1
Victor Tay 1
Abdeslem Boukhtouta 1
Chanan Glezer 1
Takeshi Tokuyama 1
Salvatore Di Gregorio 1
Burton Simon 1
Pankaj Garg 1
Axel Hein 1
Felipe Knop 1
Rolf Waeber 1
Peter Buchholz 1
K Erickson 1
Vladimir Protopopescu 1
Jörg Sack 1
Vladislav Petkov 1
Fang Chu 1
Yong Liu 1
Yu Gu 1
Yujing Wu 1
Paul Wilson 1
Pontus Matstoms 1
Okan Topçu 1
Yingchao Hung 1
A Dieker 1
Alan George 1
Klaus Wehrle 1
Vashti Galpin 1
K Prabuchandran 1
Lucas Schnorr 1
Richard Uhlig 1
Dimitrios Stiliadis 1
Mostafa Bassiouni 1
John Tufarolo 1
Georgios Varsamopoulos 1
Rose Gilbert 1
Dzung Phan 1
Soumyadip Ghosh 1
Sumeetpal Singh 1
Nick Whiteley 1
Marvin Nakayama 1
Segev Wasserkrug 1
Shellying Huang 1
Wenjing Hsu 1
Hui Fang 1
Andrea Mineo 1
Davide Patti 1
Dalei Wu 1
Ravi Mazumdar 1
Pnina Vortman 1
Murat Gunal 1
Georgina Mellor 1
Giuseppe Filippone 1
Andreas Deutsch 1
Susan Mniszewski 1
Paul Sanchez 1
Yiping Yao 1
Shea Miller 1
Steven Marcus 1
Songhee Kim 1
Norman Badler 1
Brian Unger 1
Nicholson Collier 1
Kai Strunz 1
Simon Rosenfeld 1
Xenofontas Dimitropoulos 1
Dmitri Krioukov 1
Henri Faure 1
Pierre Bremaud 1
PeiChi Wu 1
Brad Johnson 1
Arnold Buss 1
Philip Wilsey 1
Dhananjaimadhava Rao 1
Mark Lundstrom 1
David Messerschmitt 1
David Talby 1
Dror Feitelson 1
Bruce Cota 1
James Hoe 1
George Rouskas 1
Tsunyi Tuan 1
Ignacio Martinez-Moyano 1
Soranun Jiwasurat 1
Rajeev Shorey 1
Claudia Antonini 1
Yi Ding 1
Karmeshu 1
Yang Hong 1
Fatma Ozmizrak 1
Steffen Strassburger 1
Navonil Mustafee 1
Andrea Santoro 1
Jean Berger 1
Abraham George 1
J Wegman 1
David Everitt 1
Weicherng Liao 1
Josiane Nzouonta 1
Rocco Rongo 1
Antonis Sidiropoulos 1
Pirooz Vakili 1
Mario Cin 1
Jun Yin 1
John Drew 1
Richard Ladner 1
Mingtang Lin 1
Tainchi Lu 1
Denis Laurendeau 1
Sanguthevar Rajasekaran 1
Ora Percus 1
R Randhawa 1
Minghua Hsieh 1
Johan Olstam 1
Jan Lundgren 1
Jingxiang Luo 1
Adam Schwartz 1
Jianliang Zheng 1
Jane Hillston 1
Alexander Luck 1
Guanghui Lu 1
Jangwon Bae 1
Arwa Jamjoom 1
Stephen Herrod 1
Bradford Canova 1
Yong Teo 1
Rong Rong 1
Stefan Rybacki 1
Jacobus Rooda 1
Dong Jin 1
Zahra Abbasi 1
Madhav Marathe 1
Deniz Cicek 1
Nicolas Chopin 1
Agnes Fussl 1
Virgile Caron 1
Alfred Park 1
David Madigan 1
Thomas Kühne 1
Agostino Dovier 1
Anand Vidyashankar 1
Valerie Demers 1
Debarghya Ghoshdastidar 1
Pieter Mosterman 1
Zhaolin Hu 1
Monika Heiner 1
Jiehong Jiang 1
Jie Xu 1
Donghai He 1
Xiang Zhou 1
Susan Hunter 1
Vincenzo Catania 1
Maurizio Palesi 1
Shamim Begum 1
Maria Barton 1
Tillal Eldabi 1
Kobi Moskovitch 1
Sergev Wasserkrug 1
Stéphane Dauzère-Pérès 1
Davide Marocco 1
Christoforos Kachris 1
David Kamensky 1
Dmitry Ponomarev 1
Kyoungkuk Kim 1
I Wang 1
Gleb Beliakov 1
Javier Aracil 1
Joan Donohue 1
Waikin Chan 1
Xiaolin Hu 1
Lewis Ntaimo 1
Alessandro Aldini 1
Roberto Gorrieri 1
Radharamanan Radhakrishnan 1
Greg Lomow 1
Sanqi Li 1
Mordechay Levin 1
Daniel Lewandowski 1
Radboud Tebbens 1
Roland Wunderlich 1
Robert Firby 1
Charles Overstreet 1
Nelson Fonseca 1
José LóPez-Ardao 1
Stephen Conrad 1
Hany Ammar 1
Sujin Kim 1
Kiran Rege 1
John Shortle 1
Melike Meterelliyoz 1
Werner Scheinhardt 1
Hong Wan 1
Yehching Chung 1
Michael Amrein 1
Heinz Zechner 1
Feng Tian 1
Shlomi Dolev 1
Judy Jin 1
François Baccelli 1
Ian Macintyre 1
Athena Vakali 1
Dimitrios Katsaros 1
Guoqi Qian 1
Bennett Fox 1
Peter Ware 1
P Coe 1
Reuben Pasquini 1
Edward Mascarenhas 1
Gianluca Bontempi 1
Peter Frazier 1
Lawrence Leemis 1
Frank Emmerich 1
M Keane 1
Victor Mak 1
Chungnan Lee 1
Christian Gagné 1
Theresa Roeder 1
Paulo Monteiro 1
Shuo Pan 1
Robert Leachman 1
Quan Lu 1
Maged Dessouky 1
Henryk Fukś 1
Scott Kaplan 1
Aditya Agrawal 1
Hendrik Van Landeghem 1
Jinho Lee 1
Winfried Grassmann 1
Philip Kiviat 1
Hernan Awad 1
Benjamin Zorn 1
Taggon Kim 1
François Panneton 1
Pedro Velho 1
Byoung Choi 1
Donghun Kang 1
Vinoth Suryanarayanan 1
Leila Setayeshgar 1
Keith Bisset 1
Gloria Teng 1
Sylvain Le Corff 1
Mostafa Ammar 1
Kenneth Hardis 1
Stein Kristiansen 1
Nando De Freitas 1
Nicolas Sendrier 1
Edward Lee 1
Ernstmoritz Hahn 1
Wanmo Kang 1
Tatiana Zaburnenko 1
Ambedkar Dukkipati 1
Rajeeva Karandikar 1
François Fages 1
Manuel Fernández-Veiga 1
Eliot Rich 1
Holger Grothe 1
Hyungwook Park 1
Zhanpeng Jin 1
Nandyala Hemachandra 1
Zelda Zabinsky 1
Robert Ronngren 1
Hannes Leeb 1
Donald Gross 1
Sumit Kunnumkal 1
Chris Tofts 1
Chenxin Li 1
Simon Taylor 1
Xiaolin Hu 1
Wai Kin 1
Linbo Luo 1
Marius Hofert 1
Yuval Elovici 1
Giuseppe Trunfio 1
Kangsun Lee 1
Kurt Rohloff 1
Allen Cheng 1
Alejandro Hernandez 1
Fragkiskos Papadopoulos 1
Konstantinos Psounis 1
Taeshin Park 1
Konstantinos Stamos 1
Paul Bratley 1
ShingGang Kou 1
WuLin Chen 1
Mary Bailey 1
Halim Damerdji 1
Wenyang Hsia 1
François De Rainville 1
Karl Sigman 1
Xi Chen 1
Vishal Misra 1
Yorai Wardi 1
D Van Beek 1
Mikael Adlers 1
Mehmet Adak 1
Halit O&gcaron;uztuzun 1
Roman Rozin 1
Pétros Ioannou 1
Jurgen Doornik 1
Georg Kunz 1
Zhenjiang Dong 1
Boonping GAN 1
Daan Crommelin 1
Maysoon Abulkhair 1
Scott Devine 1
Anujan Varma 1
Amandine Schreck 1
Sylvia Frühwirth-Schnatter 1
Donghua Xu 1
Gabriel Wainer 1
Patrick Ryan 1
ChaKun Lee 1
Enrico Pontelli 1
Jakob Ruess 1
John Lygeros 1
Clemens Schwaninger 1
Christopher Healey 1
Vinod Tipparaju 1
Georg Pflug 1
Fei Liu 1
Wei Xie 1
HaiFeng Guo 1
Yuguang Fang 1
JéRôMe Talim 1
Sally McClean 1
Ken Fullerton 1
Yariv Marmor 1
Nabil Absi 1
Sylvain Housseman 1
Georgios Sirakoulis 1
Georgios Lolas 1
Vittoria Personè 1
Evgenia Smirni 1
David Love 1
Güzin Bayraksan 1
Xi Chen 1
Sarat Moka 1
WaiTeng Tang 1
Ian Thng 1
Mary Wagner 1
John Cleary 1
Huw Davies 1
Levent Yilmaz 1
Kimmo Raatikainen 1
Sheila Banks 1
Adi Raveh 1
Chengjye Luh 1
Ting Li 1
Héctor Cancela 1
Libero Nigro 1
Haiyan Luo 1
Yang Song 1
Ahmed Helmy 1
Lalit Garg 1
Boaz Carmeli 1
Avraham Shtub 1
Christoph Junghans 1
Stephan Eidenbenz 1
Mamadou Seck 1
Helcio Vieira 1
Mischel Belderrain 1
Vivek Gupta 1
Jingchen Liu 1
Michael Hines 1
Séamus McLoone 1
Declan Delaney 1
Iain Phillips 1
José Hernández 1
Hyo Ashihara 1
Christopher Healey 1
Carey Williamson 1
John Granieri 1
Dirk Kroese 1
Jerry Vos 1
Benjamin Stopford 1
Debasis Mitra 1
Pasi Lassila 1
Ray Paul 1
TagGon Kim 1
Xiaobai Sun 1
Jeffrey Chase 1
Natalie Steiger 1
Jeffrey Joines 1
Chihchieh Hsu 1
James Stascavage 1
Kihong Park 1
Seksan Kiatsupaibul 1
Daniel Mc Clary 1
Yevgeniy Vorobeychik 1
Denis Miretskiy 1
Rita Brandao 1
Acácio Nova 1
Shihhsiang Lo 1
I Chung 1
Stephen Turner 1
Eunji Lim 1
Haidong Xue 1
Samsun Lampotang 1
Ira Fischler 1
Benjamin Hamilton 1
Zsolt Haraszti 1
Victor Yau 1
Miguel Canales 1
Svend Frølund 1
Liming Feng 1
Vineet Goyal 1
Mário Freire 1
V Bos 1
Donald Iglehart 1
Wayne Holland 1
Carmen Bobeanu 1
Vittorio Cortellessa 1
John Heidemann 1
Ravi Sharma 1
Jianlong Zhang 1
Dirk Grunwald 1
Alexander Steiniger 1
James Gross 1
Wander Wadman 1
Pablo Sánchez 1
Taesik Lee 1
Stuart Sechrest 1
Edouard Bugnion 1
Anand Natrajan 1
Michael Jonas 1
Mark Broadie 1
Christian Schäfer 1
Dominic Lee 1
Swaminathan Sureshchandran 1
Koichiro Inoue 1
Robert Foley 1
Shawn Simpson 1
Hongquan Xu 1
André Seznec 1
Colin Atkinson 1
Ferdinando Fioretto 1
Frits Dannenberg 1
Alexander Andreychenko 1
Martin Nielsen 1
Nikolas Kantas 1
Rony Flatscher 1
Ovidiu Pârvu 1
David Gilbert 1
Hui Chiang 1
JEFF Hong 1
Jiaqiao Hu 1
Qi Fan 1
Anja Feldmann 1
Rob Wang 1
Fuad Basis 1
Michael Pidd 1
Andreas Reppas 1
Deniz Cetinkaya 1
Alexander Verbraeck 1
Jun Yuan 1
Zhongwei Lin 1
Juta Pichitlamken 1
Peter Haas 1
Aaron McCoy 1
Tomás Ward 1
Jonathan Crabtree 1
JyaJang Tsai 1
Michael North 1
Duncan Murdoch 1
Robert O'Keefe 1
Amin Vahdat 1
Christiane Lemieux 1
Martin Stytz 1
Krishnan Kumaran 1
John Duva 1
Nirav Kapadia 1
ShingHoi Lee 1
Michael Lees 1
Marissa Borrego 1
Stanislav Volkov 1
Gary Tan 1
J Yu 1
Søren Asmussen 1
Thomas Wenisch 1
Cándido López-García 1

Affiliation Paper Counts
Yahoo Inc. 1
Indian Statistical Institute (Delhi Centre) 1
The MathWorks, Inc. 1
National Penghu University 1
Infocomm Development Authority of Singapore 1
Ariel University Center of Samaria 1
Banca d'Italia 1
Microsoft Research Cambridge 1
Statistical and Applied Mathematical Sciences Institute, USA 1
Universita degli Studi di Enna "Kore" 1
Indian School of Business 1
Universite Grenoble Alpes 1
INRIA Saclay 1
University of Nebraska at Omaha 1
Harbin Institute of Technology 1
Agriculture and Agri-Food Canada 1
Cass Business School 1
Brandenburg University of Technology Cottbus 1
Texas A and M University 1
University of Alabama in Huntsville 1
University of Bristol 1
IBM, USA 1
Centre College Kentucky 1
Johannes Kepler University Linz 1
Kasetsart University 1
University of Durham 1
Scott AFB 1
Universite Paul Cezanne Aix-Marseille III 1
SUNY Downstate Medical Center 1
Nokia USA 1
Lancaster University 1
National Central University Taiwan 1
University of Plymouth 1
University College Cork 1
Wright-Patterson AFB 1
University of Thessaly 1
University of Vienna 1
Universidad Simon Bolivar 1
Microsoft Corporation 1
NASA Glenn Research Center 1
Universidad Autonoma de Madrid 1
National Chengchi University 1
Institute for Advanced Studies 1
University of Roma Tor Vergata 1
San Francisco State University 1
Chulalongkorn University 1
University of New South Wales 1
Technical University of Madrid 1
IBM Zurich Research Laboratory 1
University of Chicago 1
California State University Long Beach 1
University of California, Riverside 1
Aerospace Corporation 1
Queen's University Belfast 1
The University of Georgia 1
Jawaharlal Nehru University 1
Hiroshima University 1
Swinburne University of Technology 1
University of Queensland 1
University of Cambridge 1
University of California System 1
London School of Hygiene & Tropical Medicine 1
California Institute of Technology 1
Universite de Nantes 1
Technological Education Institute-Crete 1
Amherst College 1
The Graduate Center 1
Harvard School of Public Health 1
Indian Institute of Technology, Delhi 1
University of Dortmund 1
University of Leicester 1
York University Canada 1
HEC School of Management 1
University of Cyprus 1
Universidad de la Republica 1
Chin Min Institute of Technology Taiwan 1
Tongji University 1
Universite Libre de Bruxelles 1
Ericsson Radio Systems AB 1
Chalmers University of Technology 1
Brock University 1
Turku Centre for Computer Science 1
New Mexico State University Las Cruces 1
Virginia Commonwealth University 1
University of Amsterdam 1
Institute for Infocomm Research, A-Star, Singapore 1
Nektar 1
Bar-Ilan University 1
Hunter College 1
University of Helsinki 1
IBM Tokyo Research Laboratory 1
Swansea University 1
Instituto Superior Tecnico 1
University College Dublin 1
China University of Geosciences, Wuhan 1
Newcastle University, United Kingdom 1
University of Mannheim 1
City University of New York 1
Laboratory of Signals and Systems 1
Turkish Naval Academy 1
Sandia National Laboratories, New Mexico 1
CNRS Centre National de la Recherche Scientifique 1
University of Maine 1
Universite Paris Dauphine 1
Birkbeck University of London 1
IBM Almaden Research Center 1
University of Adelaide 1
University of Manitoba 1
Korea University of Technology and Education 1
Harvard University 1
University of Sassari 1
Telefonica 1
University of Colorado at Denver 1
The University of Western Ontario 1
Kyoto University 1
Kyushu University 1
Voorhees College 1
BBN Technologies 1
National Dong Hwa University 1
University of Turin 1
Ngee Ann Polytechnic 1
NIH National Cancer Institute 1
Mary Washington Hospital 1
University of Hawaii at Manoa 1
Myongji University 1
AT&T Inc. 1
Hong Kong Baptist University 1
University of California, Davis 1
Oxford Brookes University 1
Bilkent University 1
ENI 1
University of Guelph 1
Sandia National Laboratories, California 1
University of Trento 1
Queen's University, Kingston 1
Instituto de Telecomunicacoes 1
Wichita State University 1
Kyonggi University 1
University of South Carolina 1
Advanced Micro Devices, Inc. 1
Deakin University 1
University of Erlangen-Nuremberg 2
Loughborough University 2
Universite Pierre et Marie Curie 2
University of Calgary 2
Illinois Institute of Technology 2
University of Texas at San Antonio 2
RAND Corporation 2
University of Waikato 2
Institute of High Performance Computing, Singapore 2
National Taiwan University 2
University of Minnesota System 2
Bogazici University 2
Federal University of Rio Grande do Sul 2
Linkoping University 2
HP Labs 2
National Taichung Institute of Technology Taiwan 2
Technical University of Denmark 2
Auburn University 2
University of Leeds 2
Indian Institute of Technology, Bombay 2
University of Nottingham 2
University of Kentucky 2
AGH University of Science and Technology 2
University of L'Aquila 2
Graz University of Technology 2
Binghamton University State University of New York 2
Hacettepe University 2
University of Coimbra 2
Kumamoto University 2
University of Toledo 2
New York University 2
Brooklyn College 2
National University of Defense Technology China 2
Motorola 2
Catholic University of Leuven, Leuven 2
The University of North Carolina at Chapel Hill 2
University of Udine 2
Stony Brook University 2
University of Memphis 2
University of Miami 2
State University of Campinas 2
Singapore Institute of Manufacturing Technology 2
Syracuse University 2
University of California, San Diego 2
US Naval Academy 2
University of Roma La Sapienza 2
Intel Corporation 2
Laboratoire Traitement et Communication de l'Information 2
Cyprus University of Technology 2
Aalto University 2
National Research Laboratory of Metrology 2
University of Colorado at Boulder 3
University of Beira Interior 3
Middle East Technical University 3
King Abdulaziz University 3
Johns Hopkins University 3
Rice University 3
University of Illinois 3
Yale University 3
University of Electronic Science and Technology of China 3
Hebrew University of Jerusalem 3
Hong Kong University of Science and Technology 3
University of Oslo 3
Dartmouth College 3
National Sun Yat-Sen University Taiwan 3
Center for Mathematics and Computer Science - Amsterdam 3
Technical University of Berlin 3
State University of New York at Albany 3
City University of Hong Kong 3
University of Saskatchewan 3
University of Southern California, Information Sciences Institute 3
RWTH Aachen University 3
University of Birmingham 3
University of Ulster 3
Instituto Tecnologico de Aeronautica 3
University of Cincinnati 3
National University of Ireland, Maynooth 3
Nokia Corporation 3
University of Bologna 3
TELECOM ParisTech 3
Rutgers, The State University of New Jersey 3
Democritus University of Thrace 3
Ghent University 3
Ecole des Mines de Saint-Etienne 4
Vanderbilt University 4
Duke University 4
Vrije Universiteit Amsterdam 4
University of Catania 4
MITRE Corporation 4
INRIA Institut National de Rechereche en Informatique et en Automatique 4
University of Pittsburgh 4
SAIC 4
National Tsing Hua University 4
Technical University of Dresden 4
University of Canterbury 4
University of California, Santa Cruz 4
University of Nebraska - Lincoln 4
University of Melbourne 4
University of Oxford 4
Institute for Research in IT and Random Systems 4
Ben-Gurion University of the Negev 4
Argonne National Laboratory 4
University of Ottawa, Canada 4
Eindhoven University of Technology 4
Saarland University 4
Austrian Academy of Sciences 5
Princeton University 5
INSEAD Europe 5
Los Alamos National Laboratory 5
The University of British Columbia 5
Georgia State University 5
University of Texas at Austin 5
VA Medical Center 5
Imperial College London 5
Florida International University 5
The College of William and Mary 5
University of Maryland 5
Massachusetts Institute of Technology 5
Telcordia Technologies, Inc. 5
University of Southampton 5
Rensselaer Polytechnic Institute 5
Keio University 5
Universidad de Vigo 5
Carnegie Mellon University 5
University of Wisconsin Madison 5
University of Illinois at Urbana-Champaign 6
Royal Institute of Technology 6
McGill University 6
Technical University of Darmstadt 6
Brown University 6
University of Massachusetts Amherst 6
Aristotle University of Thessaloniki 6
University of Virginia 6
Technion - Israel Institute of Technology 6
IBM Haifa Labs 6
Korea Advanced Institute of Science & Technology 6
Laval University 6
Pennsylvania State University 7
Delft University of Technology 7
Old Dominion University 7
University of Washington, Seattle 7
University of Southern California 7
Tata Institute of Fundamental Research 7
University of Salzburg 8
Ohio State University 8
University of Waterloo 8
University of Calabria 8
University of Central Florida 8
University of California, Berkeley 8
Swiss Federal Institute of Technology, Zurich 8
University of Rostock 9
University of Pennsylvania 9
IBM Research 9
Brunel University 9
Nokia Bell Labs 9
Oak Ridge National Laboratory 9
University Michigan Ann Arbor 9
University of Edinburgh 9
Vienna University of Economics and Business Administration 10
Arizona State University 10
University of Arizona 10
University of Twente 10
George Mason University 11
IBM Thomas J. Watson Research Center 13
Indian Institute of Science 14
Carleton University 14
Naval Postgraduate School 14
New Jersey Institute of Technology 15
North Carolina State University 16
Purdue University 16
Virginia Tech 16
University of California, Los Angeles 16
Northwestern University 17
Cornell University 17
University of Montreal 17
National University of Singapore 17
University of Florida 21
Stanford University 25
Nanyang Technological University 26
Columbia University 26
Georgia Institute of Technology 52

ACM Transactions on Modeling and Computer Simulation (TOMACS)
Archive


2016
Volume 27 Issue 1, November 2016
Volume 27 Issue 2, November 2016  Issue-in-Progress
Volume 26 Issue 4, May 2016
Volume 26 Issue 3, February 2016 Special Issue on ACAM and Regular Papers
Volume 26 Issue 2, January 2016

2015
Volume 26 Issue 1, December 2015 Special Issue PADS
Volume 25 Issue 4, November 2015 Special Issue on Don Iglehart
Volume 25 Issue 3, May 2015
Volume 25 Issue 2, April 2015 Special Issue on Computational Methods in Systems Biology
Volume 25 Issue 1, January 2015

2014
Volume 24 Issue 4, August 2014 Special Issue on Emerging Methodologies and Applications
Volume 24 Issue 3, May 2014
Volume 24 Issue 2, February 2014
Volume 24 Issue 1, January 2014 Special issue on simulation in complex service systems

2013
Volume 23 Issue 4, October 2013
Volume 23 Issue 3, July 2013
Volume 23 Issue 2, May 2013
Volume 23 Issue 1, January 2013 Special Issue on Monte Carlo Methods in Statistics

2012
Volume 22 Issue 4, November 2012
Volume 22 Issue 3, August 2012
Volume 22 Issue 2, March 2012

2011
Volume 22 Issue 1, December 2011
Volume 21 Issue 4, August 2011
Volume 21 Issue 3, March 2011
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2010
Volume 21 Issue 1, December 2010
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2009
Volume 19 Issue 4, October 2009
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2008
Volume 19 Issue 1, December 2008
Volume 18 Issue 4, September 2008
Volume 18 Issue 3, July 2008
Volume 18 Issue 2, April 2008

2007
Volume 18 Issue 1, December 2007
Volume 17 Issue 4, September 2007
Volume 17 Issue 3, July 2007
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Volume 17 Issue 1, January 2007

2006
Volume 16 Issue 4, October 2006
Volume 16 Issue 3, July 2006
Volume 16 Issue 2, April 2006
Volume 16 Issue 1, January 2006

2005
Volume 15 Issue 4, October 2005
Volume 15 Issue 3, July 2005
Volume 15 Issue 2, April 2005
Volume 15 Issue 1, January 2005

2004
Volume 14 Issue 4, October 2004
Volume 14 Issue 3, July 2004
Volume 14 Issue 2, April 2004
Volume 14 Issue 1, January 2004

2003
Volume 13 Issue 4, October 2003
Volume 13 Issue 3, July 2003
Volume 13 Issue 2, April 2003
Volume 13 Issue 1, January 2003

2002
Volume 12 Issue 4, October 2002
Volume 12 Issue 3, July 2002
Volume 12 Issue 2, April 2002
Volume 12 Issue 1, January 2002 Special issue: Rare event simulation

2001
Volume 11 Issue 4, October 2001
Volume 11 Issue 3, July 2001
Volume 11 Issue 2, April 2001
Volume 11 Issue 1, Jan. 2001

2000
Volume 10 Issue 4, Oct. 2000
Volume 10 Issue 3, July 2000
Volume 10 Issue 2, April 2000 Special issue on modeling and simulation of communication networks
Volume 10 Issue 1, Jan. 2000

1999
Volume 9 Issue 4, Oct. 1999
Volume 9 Issue 3, July 1999
Volume 9 Issue 2, April 1999
Volume 9 Issue 1, Jan. 1999

1998
Volume 8 Issue 4, Oct. 1998 Special issue on Web-based modeling and simulation
Volume 8 Issue 3, July 1998
Volume 8 Issue 2, April 1998 Special issue on modeling and analysis of stochastic systems
Volume 8 Issue 1, Jan. 1998 Special issue on uniform random number generation

1997
Volume 7 Issue 4, Oct. 1997
Volume 7 Issue 3, July 1997
Volume 7 Issue 2, April 1997
Volume 7 Issue 1, Jan. 1997

1996
Volume 6 Issue 4, Oct. 1996
Volume 6 Issue 3, July 1996
Volume 6 Issue 2, April 1996
Volume 6 Issue 1, Jan. 1996

1995
Volume 5 Issue 4, Oct. 1995
Volume 5 Issue 3, July 1995 Special issue on graphics, animation, and visualization for simulation environments
Volume 5 Issue 2, April 1995
Volume 5 Issue 1, Jan. 1995

1994
Volume 4 Issue 4, Oct. 1994
Volume 4 Issue 3, July 1994
Volume 4 Issue 2, April 1994
Volume 4 Issue 1, Jan. 1994

1993
Volume 3 Issue 4, Oct. 1993
Volume 3 Issue 3, July 1993
Volume 3 Issue 2, April 1993
Volume 3 Issue 1, Jan. 1993

1992
Volume 2 Issue 4, Oct. 1992
Volume 2 Issue 3, July 1992
Volume 2 Issue 2, April 1992
Volume 2 Issue 1, Jan. 1992

1991
Volume 1 Issue 4, Oct. 1991 Special issue on parallel and distributed systems performance
Volume 1 Issue 3, July 1991
Volume 1 Issue 2, April 1991
Volume 1 Issue 1, Jan. 1991
 
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