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A Virtual WLAN Device Model for High-Fidelity Wireless Network Emulation

The recent popularization of mobile devices has increased the amount of communication traffic. Hence, it is necessary both in academia and industry to... (more)

MNO--PQRS

In both cyclic and finite-horizon contexts, piecewise-constant rate functions are commonly encountered in models with nonhomogeneous Poisson processes. We develop an algorithm, with no user-specified parameters, that returns a smoother rate function that maintains the expected number of arrivals. The algorithm proceeds in two steps: PQRS... (more)

ParTejas

In this article, we present the design of a novel parallel architecture simulator called ParTejas. ParTejas is a timing simulation engine that gets its execution traces from instrumented binaries using a fast shared-memory-based mechanism. Subsequently, the waiting threads simulate the execution of multiple pipelines and an elaborate memory system... (more)

NEWS

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
RCR for Green Simulation: Reusing the Output of Repeated Experiments

"Green Simulation: Reusing the Output of Repeated Experiments'' by Feng and Staum describes methods based on likelihood-ratio or importance-sampling theory for reusing the outputs of simulation experiments at previous parameter settings to augment and improve (by reducing the estimator variance) simulation experiments at new parameter settings. The paper presents empirical results for two realistic examples in the area of finance; Matlab code for these examples was made available by the authors. The examples were straightforward to run without extensive knowledge of Matlab, and both experiment and scenario parameters can be altered easily. All experiment results in the paper were reproduced.

Automated Estimation of Extreme Steady-State Quantiles via the Maximum Transformation

This article presents Sequem, a fully sequential procedure for computing point and confidence-interval (CI) estimators for extreme steady-state quantiles of a simulation output process. The method is an enhancement of the Sequest procedure proposed by Alexopoulos et al. in 2014 for estimating nonextreme steady-state quantiles. Sequem exploits a combination of batching, sectioning, and the maximum transformation technique to achieve the following: (i) reduction in point-estimator bias arising from initial conditions or inadequate simulation run length; and (ii) adjustment of the CI half-length to compensate for the effects of skewness or autocorrelation on the corresponding quantile point estimators obtained from nonoverlapping batches of observations. The CIs delivered by Sequem satisfy user-specified requirements concerning their coverage probability and their absolute or relative precision. An experimental evaluation based on seven ``stress-testing'' processes revealed that Sequem exhibited good performance when used in difficult applications.

Parametrized Adomian decomposition method with optimum convergence

The classical Adomian decomposition method frequently used to solve linear and nonlinear algebraic or integro-differential equations of ordinary and partial type is revisited. Rewriting the technique in an elegant form, a parameter so-called as the convergence control parameter, is embedded into the method to control the convergence and the rate of convergence of the method. Besides the constant level curves for determining suitable values, an effective approach for obtaining the best possible convergence control parameter is later devised based on the squared residual error of the studied problem. The optimum Adomian decomposition method is proved to converge to the true solution where the classical Adomian decomposition method fails to converge. When both methods are convergent, the present algorithm is observed to accelerate the rate of convergence. Moreover, the restricted domain of convergent physical solution obtained by the classical Adomian method is shown to be greatly extended to a finer interval by the optimum Adomian decomposition method. The justification of the new scheme is made clear on several mathematical/physical examples selected from the open literature. Finally, an example is provided to demonstrate the better accuracy of the optimum Adomian decomposition method over the recently popular homotopy analysis method.

Replicated Computations Results (RCR) Report for MNO-PQRS: max Nonnegativity Ordering--Piecewise-Quadratic Rate Smoothing

ThepaperMNOPQRS:MaxNonnegativityOrderingPiecewise-QuadraticRateSmoothingbyChenand Schmeiser constructs a smooth piecewise-quadratic rate estimate for a nonhomogeneuous Poisson process based on event counts overk adjacent time intervals. The event times can be generated by generating a Poissonprocesswithunitrateandinvertingthecumulativeratefunctionorbythethinningtechnique.The overall algorithm hasO(k2) time complexity andO(k) space requirements in the number of intervals. This replicated computation report focuses on the reproducibility of the experimental results in the aforementioned paper.

An Efficient Budget Allocation Approach for Quantifying the Impact of Input Uncertainty in Stochastic Simulation

Simulations are often driven by input models that are estimated from finite real-world data. When we use simulations to assess the performance of a stochastic system, there exist two sources of uncertainty in the performance estimates: input and simulation estimation uncertainty. In this paper, we develop a design of experiments that can efficiently employ the potentially tight simulation resource to construct a percentile confidence interval quantifying the impact of the input uncertainty on the system performance estimates, while controlling the simulation estimation error. Specifically, non-parametric bootstrap is used to generate samples of input models quantifying both input distribution family and parameter value uncertainty. Then, the direct simulation is used to propagate the input uncertainty to the output response. Since each simulation run could be computationally expensive, given a tight simulation budget, we develop a sequential design of experiments that can find the optimal combination of the number of bootstrapped samples of input distributions and the replication allocation at these samples. It can control both finite sampling error introduced by using finite bootstrapped samples to quantify the input uncertainty and the system response estimation error introduced by using finite replications at each bootstrapped sample. Our approach is supported by a rigorous theoretical study, and an empirical study also demonstrates that it has better and more robust finite-sample performance than the direct bootstrapping.

Green Simulation: Reusing the Output of Repeated Experiments

We introduce a new paradigm in simulation experiment design and analysis, called ``green simulation,'' for the setting in which experiments are performed repeatedly with the same simulation model. Green simulation means reusing outputs from previous experiments to answer the question currently being asked of the simulation model. As one method for green simulation, we propose estimators that reuse outputs from previous experiments by weighting them with likelihood ratios, when parameters of distributions in the simulation model differ across experiments. We analyze convergence of these estimators as more experiments are repeated, while a stochastic process changes the parameters used in each experiment. As another method for green simulation, we propose an estimator based on stochastic kriging. We find that green simulation can reduce mean squared error by more than an order of magnitude in examples involving catastrophe bond pricing and credit risk evaluation.

Bibliometrics

Publication Years 1991-2017
Publication Count 512
Citation Count 4641
Available for Download 512
Downloads (6 weeks) 1145
Downloads (12 Months) 12463
Downloads (cumulative) 268729
Average downloads per article 525
Average citations per article 9
First Name Last Name Award
Mostafa H Ammar ACM Fellows (2003)
Kellogg S. Booth ACM Distinguished Member (2009)
ACM Senior Member (2009)
Edouard Bugnion ACM Software System Award (2009)
Timothy Alden Davis ACM Fellows (2014)
Scott Devine ACM Software System Award (2009)
Babak Falsafi ACM Fellows (2015)
ACM Senior Member (2007)
Albert G Greenberg ACM Fellows (2006)
Peter Haas ACM Fellows (2013)
Philip Heidelberger ACM Gordon Bell Prize (2006)
ACM Fellows (1996)
John Heidemann ACM Senior Member (2007)
Ahmed A Helmy ACM Distinguished Member (2014)
ACM Senior Member (2012)
Leonard Kleinrock ACM Fellows (2000)
Marta Kwiatkowska ACM Fellows (2016)
Richard E. Ladner ACM Fellows (1995)
Edward Lazowska ACM Distinguished Service Award (2009)
ACM Presidential Award (2005)
ACM Fellows (1995)
Yi-Bing Lin ACM Fellows (2003)
Margaret Loper ACM Senior Member (2009)
Madhav Marathe ACM Fellows (2013)
Vishal Misra ACM Senior Member (2013)
Trevor Mudge ACM Fellows (2016)
ACM-IEEE CS Eckert-Mauchly Award (2014)
Richard E Nance ACM Fellows (1996)
David M Nicol ACM Fellows (2005)
Michael John North ACM Senior Member (2007)
Eliot Rich ACM Senior Member (2016)
Mendel Rosenblum ACM Software System Award (2009)
ACM Fellows (2008)
ACM Doctoral Dissertation Award (1992)
Keith Ross ACM Fellows (2012)
Andre Seznec ACM Fellows (2016)
Xian-He Sun ACM Senior Member (2009)
Donald F Towsley ACM Fellows (1997)
Brian W. Unger ACM Senior Member (2009)
Amin Vahdat ACM Fellows (2011)
David A Wood ACM Fellows (2005)
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
Wentong Cai 8
Shane Henderson 8
Shalabh Bhatnagar 7
Makoto Matsumoto 7
Sandeep Juneja 7
Richard Fujimoto 7
Marvin Nakayama 7
Philip Heidelberger 7
David Nicol 7
Stephen TURNER 6
Wolfgang Hörmann 6
David Goldsman 6
Sigrún Andradóttir 6
Kalyan Perumalla 6
Perwez Shahabuddin 5
Jose Blanchet 5
Harald Niederreiter 5
Yibing Lin 5
Lee Schruben 5
Adelinde Uhrmacher 5
James Calvin 5
Francesco Quaglia 4
Enver Yücesan 4
Victor Nicola 4
Shu Tezuka 4
Raghu Pasupathy 4
Paul Reynolds, 4
Felisa Vázquez-Abad 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
Ness Shroff 2
Marwan Krunz 2
Roland Ewald 2
James Nutaro 2
Samir Das 2
Robert Klein 2
Zengxiang Li 2
Bernd Heidergott 2
Thomas Lucas 2
Loohay Lee 2
Jason Liu 2
Sheldon Jacobson 2
Saikou Diallo 2
Alan Weiss 2
Karl Entacher 2
Mineo Takai 2
Dong Jin 2
Jane Hillston 2
Rick Goh 2
Roman Chertov 2
Weibo Gong 2
Bernard Zeigler 2
Fernando Barros 2
Stephen Roberts 2
Robert Sargent 2
Bruno Preiss 2
Paula Whitlock 2
Paul Glasserman 2
Dashi Singham 2
Murat Kulahci 2
Teunis Ott 2
Sonia Fahmy 2
Bruce Ankenman 2
Alessandro Pellegrini 2
Violet Syrotiuk 2
Donato D’Ambrosio 2
Jeremy Staum 2
Jose Padilla 2
Liu Hong 2
Albert Greenberg 2
Changcheng Huang 2
Robert Dittus 2
Sudhakar Yalamanchili 2
Gersende Fort 2
Michael Lees 2
Richard Nance 2
Reid Ness 2
Bruce Schmeiser 2
Paul Barton 2
Joel Esposito 2
Vijay Kumar 2
Ioannis Lambadaris 2
Takuji Nishimura 2
Vijay Madisetti 2
Osman Balci 2
Babak Falsafi 2
Michel Broniatowski 2
Henrik Hult 2
Sudhir Srinivasan 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
Lachlan Andrew 2
Dan CHEN 2
Malcolmyoke Low 2
Busung Lee 2
Edward Lazowska 2
Zhengrong Ji 2
David Wood 2
Peter Hellekalek 2
Hui Wang 2
Christopher Carothers 2
Tobias Helms 2
Yossi Mesika 1
Dominique Feillet 1
Karl Kienitz 1
Ericcao Ni 1
David Yuen 1
Michail Tsompanas 1
Danny Perez 1
Timothy Davis 1
Isaku Wada 1
Ernest Houck 1
James Enns 1
Kellogg Booth 1
Joseph Kearney 1
Yiannis Papelis 1
James Cremer 1
Jorma Virtamo 1
Steve Counsell 1
WeiWin Liou 1
Weining Yang 1
Phillip Dickens 1
Kevin Healy 1
Marco Roccetti 1
Marco Bernardo 1
Na Li 1
Bahar Biller 1
Come Raczy 1
Hermann Thorisson 1
Manuel Villén-Altamirano 1
Yuhjeng Lee 1
David Miller 1
Anna Lawniczak 1
Raúl Rodríguez-Rubio 1
Andrés Suárez-González 1
Robert Felderman 1
Su Deng 1
Cesar Neto 1
Ihab Hamadeh 1
Tamer Bacsar 1
Takeshi Tokuyama 1
Alan Krantz 1
Ke Pan 1
TongqiangTony Wu 1
Alan Whisman 1
Rassul Ayani 1
Honggang Wang 1
Ting Li 1
Héctor Cancela 1
Ning Liu 1
Michael Hines 1
Haiyan Luo 1
Yang Song 1
Ahmed Helmy 1
Libero Nigro 1
Boaz Carmeli 1
Avraham Shtub 1
Lalit Garg 1
Helcio Vieira 1
Mischel Belderrain 1
Vivek Gupta 1
Jingchen Liu 1
Christoph Junghans 1
Stephan Eidenbenz 1
Mamadou Seck 1
Séamus McLoone 1
Declan Delaney 1
Iain Phillips 1
José Hernández 1
Hyo Ashihara 1
Christopher Healey 1
John Granieri 1
Carey Williamson 1
Benjamin Stopford 1
Pasi Lassila 1
Jerry Vos 1
Dirk Kroese 1
Ray Paul 1
Debasis Mitra 1
TagGon Kim 1
Jeffrey Chase 1
Xiaobai Sun 1
Natalie Steiger 1
Jeffrey Joines 1
Chihchieh Hsu 1
James Stascavage 1
Kihong Park 1
Seksan Kiatsupaibul 1
Daniel Mc Clary 1
Miguel Canales 1
Denis Miretskiy 1
Rita Brandao 1
Acácio Nova 1
Shihhsiang Lo 1
I Chung 1
Liming Feng 1
Stephen Turner 1
Eunji Lim 1
Haidong Xue 1
Samsun Lampotang 1
Ira Fischler 1
Benjamin Hamilton 1
Victor Yau 1
Vineet Goyal 1
Mário Freire 1
Yevgeniy Vorobeychik 1
Zsolt Haraszti 1
Svend Frølund 1
V Bos 1
Donald Iglehart 1
Wayne Holland 1
John Heidemann 1
Ravi Sharma 1
Jianlong Zhang 1
Vittorio Cortellessa 1
Carmen Bobeanu 1
Dirk Grunwald 1
Alexander Steiniger 1
James Gross 1
Taesik Lee 1
Stuart Sechrest 1
Edouard Bugnion 1
Swaminathan Sureshchandran 1
Koichiro Inoue 1
Robert Foley 1
Michael Jonas 1
Mark Broadie 1
Christian Schäfer 1
Dominic Lee 1
Hongquan Xu 1
Rony Flatscher 1
Colin Atkinson 1
Ferdinando Fioretto 1
Ovidiu Pârvu 1
David Gilbert 1
Frits Dannenberg 1
Alexander Andreychenko 1
Hui Chiang 1
Jiaqiao Hu 1
Qi Fan 1
Nikolas Kantas 1
Anand Natrajan 1
André Seznec 1
Martin Nielsen 1
Wander Wadman 1
Paul Sánchez 1
Shawn Simpson 1
JEFF Hong 1
Anja Feldmann 1
Zhongwei Lin 1
Xiaosong Li 1
Rob Wang 1
Fuad Basis 1
Michael Pidd 1
Andreas Reppas 1
Juta Pichitlamken 1
Peter Haas 1
Deniz Çetinkaya 1
Jun Yuan 1
Alexander Verbraeck 1
Aaron McCoy 1
Tomás Ward 1
Jonathan Crabtree 1
JyaJang Tsai 1
Duncan Murdoch 1
Michael North 1
Robert O'Keefe 1
John Duva 1
Amin Vahdat 1
Christiane Lemieux 1
Nirav Kapadia 1
Martin Stytz 1
Krishnan Kumaran 1
Marissa Borrego 1
Gary Tan 1
J Yu 1
Søren Asmussen 1
Thomas Wenisch 1
ShingHoi Lee 1
Stanislav Volkov 1
Manuel Fernández-Veiga 1
Cándido López-García 1
Holger Grothe 1
Kurt Rohloff 1
Hyungwook Park 1
Zhanpeng Jin 1
Nandyala Hemachandra 1
Zelda Zabinsky 1
Hannes Leeb 1
Donald Gross 1
Eliot Rich 1
Allen Cheng 1
Robert Ronngren 1
Sumit Kunnumkal 1
Paul Bratley 1
Chris Tofts 1
Chenxin Li 1
Simon Taylor 1
Alejandro Hernandez 1
Xiaolin Hu 1
Halim Damerdji 1
Wai Kin 1
Linbo Luo 1
Marius Hofert 1
Yuval Elovici 1
Giuseppe Trunfio 1
Wenyang Hsia 1
Fragkiskos Papadopoulos 1
Konstantinos Psounis 1
Karl Sigman 1
Xi Chen 1
Taeshin Park 1
Konstantinos Stamos 1
Kangsun Lee 1
François De Rainville 1
ShingGang Kou 1
Mary Bailey 1
Yorai Wardi 1
Vishal Misra 1
D Van Beek 1
Mehmet Adak 1
Halit O&gcaron;uztuzun 1
Mikael Adlers 1
Pétros Ioannou 1
Jurgen Doornik 1
WuLin Chen 1
Roman Rozin 1
Georg Kunz 1
Zhenjiang Dong 1
Maysoon Abulkhair 1
Scott Devine 1
Anujan Varma 1
Amandine Schreck 1
Sylvia Frühwirth-Schnatter 1
Donghua Xu 1
ChaKun Lee 1
Enrico Pontelli 1
Fei Liu 1
Jakob Ruess 1
John Lygeros 1
Clemens Schwaninger 1
Vinod Tipparaju 1
Christopher Healey 1
Daan Crommelin 1
Boonping GAN 1
Gabriel Wainer 1
Patrick Ryan 1
Georg Pflug 1
Xianhe Sun 1
Davide Cingolani 1
Yenlin Chia 1
Lancelot James 1
Hans Künsch 1
James Yan 1
Rolf Waeber 1
Peter Buchholz 1
Stylianos Zikos 1
Victor Tay 1
Abdeslem Boukhtouta 1
Chanan Glezer 1
Salvatore Di Gregorio 1
K Erickson 1
Vladimir Protopopescu 1
Vladislav Petkov 1
Jörg Sack 1
Louis Birta 1
Fang Chu 1
Burton Simon 1
Pankaj Garg 1
Axel Hein 1
Felipe Knop 1
Yong Liu 1
Yu Gu 1
Paul Wilson 1
Okan Topçu 1
Yingchao Hung 1
Pontus Matstoms 1
A Dieker 1
Yujing Wu 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
Georgios Varsamopoulos 1
Rose Gilbert 1
Dzung Phan 1
Soumyadip Ghosh 1
Sumeetpal Singh 1
Nick Whiteley 1
Marvin Nakayama 1
John Tufarolo 1
Carsten Maus 1
Wei Xie 1
JéRôMe Talim 1
HaiFeng Guo 1
Yuguang Fang 1
Yariv Marmor 1
Sylvain Housseman 1
Nabil Absi 1
Sally McClean 1
Ken Fullerton 1
Georgios Lolas 1
Vittoria Personè 1
Evgenia Smirni 1
David Love 1
Güzin Bayraksan 1
Xi Chen 1
Georgios Sirakoulis 1
Sarat Moka 1
WaiTeng Tang 1
Ian Thng 1
Mary Wagner 1
John Cleary 1
Huw Davies 1
Kimmo Raatikainen 1
Levent Yilmaz 1
Sheila Banks 1
Adi Raveh 1
Chengjye Luh 1
José Gallardo 1
Pieter De Boer 1
Anoop Gupta 1
David Hardaker 1
Gilberto Mayor 1
David Andersen 1
Weelit Koh 1
John Biegel 1
Anurag Kumar 1
Yannis Manolopoulos 1
Reiichiro Kawai 1
Ali Tafazzoli 1
Kayhan İmre 1
Rayadurgam Srikant 1
Zisheng Chen 1
Samuel Ehrlichman 1
Matthew Carlyle 1
Segev Wasserkrug 1
Adnan Haider 1
Yiping Yao 1
Yadong Xu 1
Andrea Mineo 1
Dalei Wu 1
Ravi Mazumdar 1
Davide Patti 1
Shellying Huang 1
Wenjing Hsu 1
Hui Fang 1
Georgina Mellor 1
Pnina Vortman 1
Murat Gunal 1
Giuseppe Filippone 1
Andreas Deutsch 1
Paul Sanchez 1
Steven Marcus 1
Shea Miller 1
Susan Mniszewski 1
Songhee Kim 1
Norman Badler 1
Brian Unger 1
Nicholson Collier 1
Kai Strunz 1
Pierre Brémaud 1
Simon Rosenfeld 1
Brad Johnson 1
Xenofontas Dimitropoulos 1
Dmitri Krioukov 1
Henri Faure 1
Arnold Buss 1
Philip Wilsey 1
Dhananjaimadhava Rao 1
Mark Lundstrom 1
David Talby 1
Dror Feitelson 1
David Messerschmitt 1
PeiChi Wu 1
Bruce Cota 1
James Hoe 1
Tsunyi Tuan 1
George Rouskas 1
Soranun Jiwasurat 1
Ignacio Martinez-Moyano 1
Sanguthevar Rajasekaran 1
Benjamin Lok 1
Darren Ong 1
Belgacem Bouzaïene-Ayari 1
Rami Puzis 1
Xiadong Fu 1
Reuven Rubinstein 1
Ad Ridder 1
Ricki Ingalls 1
Douglas Morrice 1
Anthony LaMarca 1
Alexander Tuzhilin 1
Pedro Inácio 1
Mingjian Yuan 1
George Pallis 1
James Townsend 1
Olivier Teytaud 1
Dennis Schaeffer 1
Roland Ibbett 1
Vernon Rego 1
Michael Pagels 1
J Jump 1
Sandhya Dwarkadas 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
Zdravko Botev 1
Henri Casanova 1
Arnaud Legrand 1
Michael Garnsey 1
Guy Schiavone 1
Claudia Szabo 1
Miguel Erazo 1
Matthew Sottile 1
Jason Dagit 1
Christian Leger 1
Xizhou Feng 1
Jennifer Harlow 1
Rajeev Shorey 1
Antonis Sidiropoulos 1
Claudia Antonini 1
Yi Ding 1
Pirooz Vakili 1
Karmeshu 1
Yang Hong 1
Josiane Nzouonta 1
John Drew 1
Steffen Strassburger 1
Navonil Mustafee 1
Andrea Santoro 1
Jean Berger 1
Abraham George 1
Rocco Rongo 1
J Wegman 1
David Everitt 1
Richard Ladner 1
Mingtang Lin 1
Tainchi Lu 1
Weicherng Liao 1
Ora Percus 1
Fatma Ozmizrak 1
Jun Yin 1
Denis Laurendeau 1
Mario Cin 1
R Randhawa 1
Jacobus Rooda 1
Minghua Hsieh 1
Johan Olstam 1
Jan Lundgren 1
Jingxiang Luo 1
Adam Schwartz 1
Stephen Herrod 1
Yong Teo 1
Rong Rong 1
Zahra Abbasi 1
Madhav Marathe 1
Deniz Cicek 1
Nicolas Chopin 1
Agnes Fussl 1
Alfred Park 1
Pieter Mosterman 1
Thomas Kühne 1
Agostino Dovier 1
Monika Heiner 1
Jiehong Jiang 1
Emin Sirer 1
Ken Funk 1
Ronald Nolte 1
Jie Liu 1
Marta Kwiatkowska 1
Denis Menshykau 1
Linar Mikeev 1
Verena Wolf 1
Jie Li 1
Leiting Chen 1
Jie Xu 1
Sangwon Bae 1
Ivan Zorych 1
Ziyu Wang 1
Susan Lewis 1
Nugroho Pujowidianto 1
Justin LaPre 1
Robert McDougal 1
Hussein Al-Zubaidy 1
Raed Al-Zubi 1
Weikun Wang 1
Franco Cicirelli 1
Christine Currie 1
Elizabeth Corbett 1
Tirza Lauterman 1
Dagan Schwartz 1
Ohad Greenshpan 1
Peter Salemi 1
Jingjing Wang 1
Gongjun Xu 1
Tito Homem-De-Mello 1
James Swisher 1
Nael Abu-Ghazaleh 1
Rafał Wcisło 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
John Reed 1
Yanick Champoux 1
Paul Dupuis 1
Luis Orozco-Barbosa 1
Valerie Demers 1
Debarghya Ghoshdastidar 1
Jianliang Zheng 1
Guanghui Lu 1
Alexander Luck 1
Arwa Jamjoom 1
Stefan Rybacki 1
Virgile Caron 1
Zhaolin Hu 1
Anand Vidyashankar 1
Jangwon Bae 1
Bradford Canova 1
David Madigan 1
Jie Xu 1
Donghai He 1
Xiang Zhou 1
Susan Hunter 1
Vincenzo Catania 1
Shamim Begum 1
Maurizio Palesi 1
Stéphane Dauzère-Pérès 1
Tillal Eldabi 1
Kobi Moskovitch 1
Sergev Wasserkrug 1
Maria Barton 1
Davide Marocco 1
Kyoungkuk Kim 1
I Wang 1
Dmitry Ponomarev 1
Christoforos Kachris 1
David Kamensky 1
Gleb Beliakov 1
Javier Aracil 1
Joan Donohue 1
Waikin Chan 1
Xiaolin Hu 1
Lewis Ntaimo 1
Radharamanan Radhakrishnan 1
Alessandro Aldini 1
Roberto Gorrieri 1
Greg Lomow 1
Sanqi Li 1
Mordechay Levin 1
Daniel Lewandowski 1
Radboud Tebbens 1
Lijun Wang 1
Roger Cooke 1
K Chandy 1
Wentoh Liao 1
Leonard Kleinrock 1
Robert Smith 1
Brian Mark 1
Takayuki Osogami 1
Thomas Stewart 1
Isi Mitrani 1
Huseyin Topaloglu 1
William Robinson 1
Demet Batur 1
Turgay Celik 1
Cristian Borcea 1
Evan Saltzman 1
Matthias Falkner 1
Ernst Stadlober 1
Victor Chan 1
John Quarles 1
Jon Parker 1
Jim Chen 1
Andrew Whinston 1
Vikas Jha 1
Hatem Sellami 1
Manuela Pereira 1
Colm O'Cinneide 1
Fred Howell 1
Guanhua Yan 1
Sandeep Neema 1
Ronald Wolff 1
George Michailidis 1
Ivo Adan 1
Ferdi Put 1
Aleksandar Milenković 1
Milena Milenković 1
Eugene Kerckhoffs 1
Matthew Chidester 1
Siegfried Treu 1
Nilay Argon 1
Olaf Landsiedel 1
Cheng Feng 1
Weiping Luo 1
Vivek Borkar 1
Hui Wang 1
Trevor Mudge 1
Roland Wunderlich 1
Robert Firby 1
Charles Overstreet 1
José López-Ardao 1
Henryk Fukś 1
Hany Ammar 1
Nelson Fonseca 1
Sujin Kim 1
John Shortle 1
Stephen Conrad 1
François Baccelli 1
Ian Macintyre 1
Kiran Rege 1
Athena Vakali 1
Dimitrios Katsaros 1
Guoqi Qian 1
Melike Meterelliyoz 1
Werner Scheinhardt 1
Bennett Fox 1
Hong Wan 1
Peter Ware 1
Yehching Chung 1
Michael Amrein 1
Peter Frazier 1
Lawrence Leemis 1
Frank Emmerich 1
Heinz Zechner 1
Feng Tian 1
Shlomi Dolev 1
Chungnan Lee 1
Paulo Monteiro 1
Theresa Roeder 1
Judy Jin 1
Christian Gagné 1
P Coe 1
Reuben Pasquini 1
Edward Mascarenhas 1
Gianluca Bontempi 1
Michael Keane 1
Victor Mak 1
Shuo Pan 1
Scott Kaplan 1
Aditya Agrawal 1
Jinho Lee 1
Winfried Grassmann 1
David Nagle 1
Mendel Rosenblum 1
Jim Williams 1
Margaret Loper 1
Minghsing Chiu 1
Srikanth Yoginath 1
Thomas Plagemann 1
Xiaorong Li 1
Damian Dechev 1
Jiangzhuo Chen 1
Suruchi Deodhar 1
Yifei Ma 1
Raazesh Sainudiin 1
Rudolf Frühwirth 1
Hans Vangheluwe 1
Nigel Saunders 1
Dagmar Iber 1
Sylvain Soliman 1
Huashuai Qu 1
Enlu Zhou 1
Ajay Jasra 1
Elena Ehrlich 1
Brian Merrell 1
Andrew Klapper 1
Mark Goresky 1
Marc Suchard 1
Taoying Farenhorst-Yuan 1
Cigdem Sengul 1
Mustafa Al-Bado 1
Gerardo Rubino 1
Elsa Gonsiorowski 1
Mohammand Ishlam Patoary 1
Heiko Aydt 1
Daniel Zehe 1
Tom Warnke 1
Charles Sutton 1
Fabrizio Granelli 1
Daniel McClary 1
Tiancheng Song 1
Sergey Zeltyn 1
Avishai Mandelbaum 1
Haralampos Hatzikirou 1
Aya Wallwater 1
Witold Dzwinel 1
Arthur Voter 1
Philip Kiviat 1
Hernan Awad 1
Robert Leachman 1
Quan Lu 1
Maged Dessouky 1
Hendrik Van Landeghem 1
Benjamin Zorn 1
Pedro Velho 1
Byoung Choi 1
Vinoth Suryanarayanan 1
Leila Setayeshgar 1
Kenneth Hardis 1
Stein Kristiansen 1
Keith Bisset 1
Gloria Teng 1
Sylvain Le Corff 1
Mostafa Ammar 1
Edward Lee 1
Ernstmoritz Hahn 1
François Fages 1
Rajeeva Karandikar 1
Wanmo Kang 1
Ambedkar Dukkipati 1
Donghun Kang 1
Nicolas Sendrier 1
Tatiana Zaburnenko 1
Taggon Kim 1
François Panneton 1
Nando De Freitas 1
Jane Douglas 1
Jie Wang 1
Raymond Myers 1
Ioannis Pachoulakis 1
Ruth Davies 1
Francois Blouin 1
Bradley Mitchell 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
Larry Soule 1
Harry Perros 1
Sridhar Ramesh 1
Youngmi Jin 1
Milan Vojnović; 1
Gajanana Nadoli 1
Wayne Loucks 1
Graham Birtwistle 1
Thomas Page 1
Bedi̇r Tekinerdoğan 1
Cherung Lee 1
Xiong Lin 1
Feng Gu 1
Helen Karatza 1
Sudip Seal 1
Joshua Epstein 1
Meytal Tubi 1
Constantinos Psomas 1
Ram Rajagopal 1
Katia Obraczka 1
Jens Svensson 1
Peter Epstein 1
Seungho Lee 1
Youngjun Son 1
Philip Fleming 1
Lawrence Williams 1
James Sinclair 1
Andrea Bonarini 1
George O'Brien 1
Benjamin Melamed 1
Yannis Smaragdakis 1
Ákos Lédeczi 1
James Davis 1
Chiali Wang 1
Taewoo Kim 1
Ashvin Radiya 1
Richard Simard 1
Jun Wang 1
Alvin Lebeck 1
Vera Goebel 1
Ta Duong 1
Deli Zhang 1
Gilbert Hendry 1
Denis Choquet 1
Sandeep Gupta 1
Ayan Banerjee 1
Joshua Ferguson 1
Tridib Mukherjee 1
Assaf Zeevi 1
Éric Moulines 1
Kevin Walsh 1
Gary Warren 1
Simon Shaw 1
Elvis Liu 1
Alfred Park 1
Guangwu Liu 1
David Nicol 1
Seonghee Kim 1
Bert Zwart 1
Ilchul Moon 1
Firas Hamze 1
Mohamed Khadiri 1
Carl Tropper 1
William Lytton 1
Russell Barton 1
Song Ci 1
Sandeep Gupta 1
Gaurav Sharma 1
Changhee Joo 1
Salvatore Monteleone 1
Terry Young 1
Sara Tzafrir 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
Hewlett-Packard Inc. 1
Texas A and M University 1
University of Alabama in Huntsville 1
University of Bristol 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, Caracas 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
TU Dortmund University 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
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
German Cancer Research Center 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
University of Amsterdam 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
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
IBM, USA 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
National Taiwan University of Science and Technology 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
INRIA Rocquencourt 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
TUMCREATE Limited 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
IBM Research 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
Illinois Institute of Technology 5
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
Keio University 5
Universidad de Vigo 5
Carnegie Mellon University 5
University of Wisconsin Madison 5
IBM, Japan 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
University of Southampton 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
IBM Haifa Labs 7
University of Southern California 7
Tata Institute of Fundamental Research 7
University of Roma La Sapienza 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
Rensselaer Polytechnic Institute 8
Swiss Federal Institute of Technology, Zurich 8
University of Pennsylvania 9
Brunel University London 9
Nokia Bell Labs 9
Oak Ridge National Laboratory 9
University Michigan Ann Arbor 9
Vienna University of Economics and Business Administration 10
Arizona State University 10
University of Arizona 10
University of Twente 10
University of Edinburgh 10
George Mason University 11
University of Rostock 12
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
Columbia University 26
Nanyang Technological University 31
Georgia Institute of Technology 52

ACM Transactions on Modeling and Computer Simulation (TOMACS)
Archive


2017
Volume 27 Issue 3, July 2017  Issue-in-Progress
Volume 27 Issue 2, July 2017 Special Issue on PADS 2015

2016
Volume 27 Issue 1, November 2016
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
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Volume 23 Issue 1, January 2013 Special Issue on Monte Carlo Methods in Statistics

2012
Volume 22 Issue 4, November 2012
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2011
Volume 22 Issue 1, December 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
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2007
Volume 18 Issue 1, December 2007
Volume 17 Issue 4, September 2007
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2006
Volume 16 Issue 4, October 2006
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Volume 16 Issue 1, January 2006

2005
Volume 15 Issue 4, October 2005
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Volume 15 Issue 1, January 2005

2004
Volume 14 Issue 4, October 2004
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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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