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Regenerative Simulation for Queueing Networks with Exponential or Heavier Tail Arrival Distributions

Multiclass open queueing networks find wide applications in communication, computer, and fabrication networks. Steady-state performance measures associated with these networks is often a topic of interset. Conceptually, under mild conditions, a sequence of regeneration times exists in multiclass networks, making them amenable to regenerative simulation for estimating steady-state performance measures. However, typically, identification of such a sequence in these networks is difficult. A well-known exception is when all interarrival times are exponentially distributed, where the instants corresponding to customer arrivals to an empty network constitute a sequence of regeneration times. In this article, we consider networks in which the interarrival times are generally distributed but... (more)

Resampled Regenerative Estimators

We discuss some estimators for simulations of processes having multiple regenerative sequences. The estimators are obtained by resampling trajectories without and with replacement, which correspond to a type of <i>U</i>-statistic and a type of <i>V</i>-statistic, respectively. The <i>U</i>-statistic estimator turns out to be equivalent to the permuted regenerative estimator, which we previously proposed, but the <i>V</i>-statistic estimator is new. We compare analytically some properties of these estimators and the semiregenerative estimator. We show that when estimating the second moment of a cycle reward, the semiregenerative estimator has positive bias, which is strictly larger than the (positive) bias of the... (more)

The Power of Alternative Kolmogorov-Smirnov Tests Based on Transformations of the Data

The Kolmogorov-Smirnov (KS) statistical test is commonly used to determine if data can be regarded as a sample from a sequence of independent and identically distributed (i.i.d.) random variables with specified continuous cumulative distribution function (cdf) <i>F</i>, but with small samples it can have insufficient power, that is, its probability of rejecting natural alternatives can be too low. However, in 1961, Durbin showed that the power of the KS test often can be increased, for a given significance level, by a well-chosen transformation of the data. Simulation experiments reported here show that the power can often be more consistently and substantially increased by a different transformation. We first transform the given sequence to a sequence of mean-1 exponential... (more)

On Transience and Recurrence in Irreducible Finite-State Stochastic Systems

Long-run stochastic stability is a precondition for applying steady-state simulation output analysis methods to a discrete-event stochastic system, and is of interest in its own right. We focus on systems whose underlying stochastic process can be represented as a Generalized Semi-Markov Process (GSMP); a wide variety of stochastic systems fall within this framework. A fundamental stability requirement for an irreducible GSMP is that the states be “recurrent” in that the GSMP visits each state infinitely often with probability 1. We study recurrence properties of irreducible GSMPs with finite state space. Our focus is on the “clocks” that govern the occurrence of events, and we consider GSMPs in which zero, one, or at least two simultaneously active events can... (more)

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About TOMACS

The ACM Transactions on Modeling and Computer Simulation (TOMACS) provides a single archival source for the publication of high-quality research and developmental results referring to all phases of the modeling and simulation life cycle. The subjects of emphasis are discrete event simulation, combined discrete and continuous simulation, as well as Monte Carlo methods.

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Forthcoming Articles

FNM: An Enhanced Null-Message Algorithm for Parallel Simulation of Multicore Systems

Moving Least Squares Regression for High-Dimensional Stochastic Simulation Metamodeling

Efficient Parallel Discrete Event Simulation on Cloud/Virtual Machine Platforms

Symbiotic Network Simulation and Emulation

Adaptive Resource Provisioning Mechanism in VEEs for Improving Performance of HLA-based Simulations

Static Network Reliability Estimation under the Marshall-Olkin Copula

In a static network reliability model one typically assumes that the failures of the components of the network are independent. This simplifying assumption makes it possible to estimate the network reliability efficiently via specialized Monte Carlo algorithms. Hence, a natural question to consider is whether this independence assumption can be relaxed, while still attaining an elegant and tractable model that permits an efficient Monte Carlo algorithm for unreliability estimation. In this article we provide one possible answer by considering a static network reliability model with dependent link failures, based on a Marshall-Olkin copula, which models the dependence via shocks that take down subsets of components at exponential times, and propose a collection of adapted versions of permutation Monte Carlo (PMC, a conditional Monte Carlo method), its refinement called the turnip method, and generalized splitting (GS) methods, to estimate very small unreliabilities accurately under this model. The PMC and turnip estimators have bounded relative error when the network topology is fixed while the link failure probabilities converge to 0. When the network (or the number of shocks) becomes too large, PMC and turnip eventually fail, but GS works nicely for very large networks, with over 5000 shocks in our examples.

A Methodology to Model the Execution of Communication Software for Accurate Network Simulation

How Hard are Steady-State Queueing Simulations?

QRF: an Optimization-Based Framework for Evaluating Complex Stochastic Networks

Computing Bayesian Means Using Simulation

Bibliometrics

Publication Years 1991-2015
Publication Count 461
Citation Count 3856
Available for Download 461
Downloads (6 weeks) 2632
Downloads (12 Months) 16341
Downloads (cumulative) 243558
Average downloads per article 528
Average citations per article 8
First Name Last Name Award
Mostafa H Ammar Fellows (2003)
Kellogg S. Booth Distinguished Member (2009)
Senior Member (2009)
Edouard Bugnion Software System Award (2009)
Timothy Alden Davis Fellows (2014)
Scott Devine Software System Award (2009)
Babak Falsafi Senior Member (2007)
Albert G Greenberg Fellows (2006)
Philip Heidelberger Gordon Bell Prize (2006)
Fellows (1996)
John Heidemann Senior Member (2007)
Ahmed A Helmy Distinguished Member (2014)
Senior Member (2012)
Leonard Kleinrock Fellows (2000)
Richard E. Ladner Fellows (1995)
Edward Lazowska Distinguished Service Award (2009)
ACM Presidential Award (2005)
Fellows (1995)
Yi-Bing Lin Fellows (2003)
Margaret Loper Senior Member (2009)
Madhav Marathe Fellows (2013)
Trevor Mudge ACM - IEEE CS Eckert-Mauchly Award (2014)
Richard E Nance Fellows (1996)
David M Nicol Fellows (2005)
Michael John North Senior Member (2007)
Mendel Rosenblum Software System Award (2009)
Fellows (2008)
Doctoral Dissertation Award (1992)
Keith Ross Fellows (2012)
Donald F Towsley Fellows (1997)
Brian W. Unger Senior Member (2009)
Amin Vahdat Fellows (2011)
David A Wood Fellows (2005)

First Name Last Name Paper Counts
Peter Glynn 12
Pierre L'Écuyer 10
Barry Nelson 10
Paul Fishwick 9
Makoto Matsumoto 7
Philip Heidelberger 7
Shane Henderson 7
Shalabh Bhatnagar 6
Sandeep Juneja 6
Richard Fujimoto 6
Wolfgang Hörmann 6
Marvin Nakayama 6
David Goldsman 6
Sigrún Andradóttir 6
David Nicol 6
Lee Schruben 5
Harald Niederreiter 5
Perwez Shahabuddin 5
Yibing Lin 5
Wentong Cai 5
Kalyan Perumalla 5
Victor Nicola 4
Enver YüCesan 4
Shu Tezuka 4
James Calvin 4
Paul Reynolds, 4
Felisa Vázquez-Abad 4
Raghu Pasupathy 4
Josef Leydold 4
Michael Devetsikiotis 4
Ernest Page 4
Christos Alexopoulos 4
Stephen Turner 4
Gerhard Derflinger 4
Jose Blanchet 4
Rajive Bagrodia 4
Szuhui Ng 3
George Kesidis 3
Georgios Theodoropoulos 3
Stefan Wegenkittl 3
Yoshiharu Kurita 3
Suiping Zhou 3
Art Owen 3
Boris Lubachevsky 3
Bruno Tuffin 3
Raymond Couture 3
Luc Devroye 3
Seonghee Kim 3
Chunhung Chen 3
Kevin Leder 3
Susan Sanchez 3
James Wilson 3
Michael Fu 3
Junlan Zhou 3
Stephen Chick 3
Soumyadip Ghosh 3
Jürgen Eichenauer-Herrmann 3
Michel Mandjes 3
Russell Cheng 3
Stephen Roberts 2
Robert Sargent 2
Bruno Preiss 2
Paul Glasserman 2
Ward Whitt 2
Teunis Ott 2
Sonia Fahmy 2
Murat Kulahci 2
Jose Padilla 2
Liu Hong 2
Changcheng Huang 2
Albert Greenberg 2
Violet Syrotiuk 2
Robert Dittus 2
Francesco Quaglia 2
Gersende Fort 2
Bruce Ankenman 2
Richard Nance 2
Reid Ness 2
Paul Barton 2
Bruce Schmeiser 2
Joel Esposito 2
Vijay Kumar 2
Adelinde Uhrmacher 2
Takuji Nishimura 2
Ioannis Lambadaris 2
Osman Balci 2
Vijay Madisetti 2
Babak Falsafi 2
Michel Broniatowski 2
Sudhir Srinivasan 2
Henrik Hult 2
Ross Gore 2
Keith Ross 2
Jean Walrand 2
Zhengrong Ji 2
Maria Hybinette 2
Lihyuan Deng 2
Vivek Mishra 2
David Wood 2
Warren Powell 2
Dan Chen 2
Malcolmyoke Low 2
Lachlan Andrew 2
Peter Hellekalek 2
Busung Lee 2
Edward Lazowska 2
Sigrún Andradóttir 2
Marwan Krunz 2
James Nutaro 2
Ness Shroff 2
Hui Wang 2
Samir Das 2
Robert Klein 2
Bernd Heidergott 2
Thomas Lucas 2
Saikou Diallo 2
Sheldon Jacobson 2
Mineo Takai 2
Alan Weiss 2
Loohay Lee 2
Karl Entacher 2
George Riley 2
Dashi Singham 2
Roman Chertov 2
Weibo Gong 2
Fernando Barros 2
Bernard Zeigler 2
Nabil Absi 1
Dennis Schaeffer 1
Michael Pagels 1
J Jump 1
Sandhya Dwarkadas 1
Chengshang Chang 1
Glenn Carl 1
Kunchan Lan 1
Pete Sanderson 1
Anastassios Chassiakos 1
George Fishman 1
Henri Casanova 1
Arnaud Legrand 1
Etienne Kerre 1
Jurgen Martens 1
Dagmar Iber 1
Jingjing Wang 1
Nael Abu-Ghazaleh 1
Gongjun Xu 1
Norman Matloff 1
Ai Kuramoto 1
Daniel Heyman 1
Turgay Korkmaz 1
Zhonge Xiao 1
Tito Homem-de-Mello 1
James Swisher 1
Brian Merrell 1
Glen Takahara 1
Jiangzhuo Chen 1
Suruchi Deodhar 1
Yifei Ma 1
Benjamin Feng 1
Hussein Al-Zubaidy 1
Raed Al-Zubi 1
John Reed 1
Yanick Champoux 1
Paul Dupuis 1
Luis Orozco-Barbosa 1
K Chandy 1
Wentoh Liao 1
Leonard Kleinrock 1
Lijun Wang 1
Roger Cooke 1
Taoying Farenhorst-Yuan 1
Thomas Stewart 1
Isi Mitrani 1
Hans Vangheluwe 1
Robert Smith 1
Trevor Mudge 1
Mendel Rosenblum 1
Brian Mark 1
Huseyin Topaloglu 1
William Robinson 1
Demet Batur 1
Jim Williams 1
Margaret Loper 1
Minghsing Chiu 1
Colm O'Cinneide 1
Fred Howell 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
William Spataro 1
Jim Chen 1
Andrew Whinston 1
Vikas Jha 1
Marc Suchard 1
Raazesh Sainudiin 1
Rudolf Frühwirth 1
Manuela Pereira 1
Guanhua Yan 1
David Nagle 1
Ronald Wolff 1
Christine Currie 1
Elizabeth Corbett 1
Tirza Lauterman 1
Dagan Schwartz 1
Ohad Greenshpan 1
Hatem Sellami 1
Qianli Su 1
Andrew Klapper 1
Mark Goresky 1
Eugene Kerckhoffs 1
George Michailidis 1
Sandeep Neema 1
Matthew Chidester 1
Siegfried Treu 1
Ivo Adan 1
Nilay Argon 1
Aleksandar Milenković 1
Milena Milenković 1
Huashuai Qu 1
Enlu Zhou 1
Susan Lewis 1
Nugroho Pujowidianto 1
Bruno Tuffin 1
Hui Wang 1
Ajay Jasra 1
Elena Ehrlich 1
Ferdi Put 1
Frits Dannenberg 1
Clemens Schwaninger 1
Roland Ewald 1
Jane Douglas 1
Raymond Myers 1
Jie Wang 1
Kevin Walsh 1
Gary Warren 1
Sandeep Gupta 1
Ayan Banerjee 1
Joshua Ferguson 1
Assaf Zeevi 1
Ruth Davies 1
Bradley Mitchell 1
Stephen Eick 1
Fred Hickernell 1
Francois Blouin 1
Fabrizio Granelli 1
Daniel McClary 1
José Fortes 1
Abdollah Afjeh 1
Gregory Follen 1
Wei Jin 1
Dimitrios Makrakis 1
Emily Lada 1
Larry Soule 1
David Nicol 1
Brian Logan 1
José Villén-Altamirano 1
Jeff Rothenberg 1
Philippe Barbe 1
Christopher Carothers 1
Harry Perros 1
Sridhar Ramesh 1
Youngmi Jin 1
Milan Vojnović; 1
Peter Epstein 1
Zengxiang Li 1
Alvin Lebeck 1
Takayuki Osogami 1
Graham Birtwistle 1
Thomas Page 1
Lawrence Williams 1
Bedi̇r Tekinerdoğan 1
Cherung Lee 1
Andrea Bonarini 1
Xiong Lin 1
Feng Gu 1
Helen Karatza 1
Seungho Lee 1
Youngjun Son 1
Sudip Seal 1
Joshua Epstein 1
Meytal Tubi 1
Éric Moulines 1
Firas Hamze 1
Constantinos Psomas 1
Ram Rajagopal 1
Katia Obraczka 1
Jens Svensson 1
Denis Choquet 1
Benjamin Melamed 1
Chiali Wang 1
Gajanana Nadoli 1
Wayne Loucks 1
Sergey Zeltyn 1
Avishai Mandelbaum 1
Philip Fleming 1
James Sinclair 1
George O'Brien 1
Yannis Smaragdakis 1
Ákos Lédeczi 1
James Davis 1
Ioannis Pachoulakis 1
Taewoo Kim 1
Guangwu Liu 1
Martin Nielsen 1
Cigdem Sengul 1
Mustafa Al-Bado 1
Gerardo Rubino 1
Seonghee Kim 1
Elvis Liu 1
Alfred Park 1
Ashvin Radiya 1
Denis Menshykau 1
Karl Kienitz 1
Timothy Davis 1
Isaku Wada 1
James Enns 1
Kellogg Booth 1
Jorma Virtamo 1
Ernest Houck 1
Joseph Kearney 1
Yiannis Papelis 1
James Cremer 1
Georgios Varsamopoulos 1
Rose Gilbert 1
Dzung Phan 1
Soumyadip Ghosh 1
WeiWin Liou 1
Weining Yang 1
Phillip Dickens 1
Song Ci 1
Sandeep Gupta 1
Gaurav Sharma 1
Changhee Joo 1
Kevin Healy 1
Marco Roccetti 1
Marco Bernardo 1
Bahar Biller 1
Na Li 1
Come Raczy 1
Robert Felderman 1
Hermann Thorisson 1
Anna Lawniczak 1
Su Deng 1
Manuel Villén-Altamirano 1
Yuhjeng Lee 1
David Miller 1
Segev Wasserkrug 1
Raúl Rodríguez-Rubio 1
Andrés Suárez-González 1
Cesar Neto 1
Ihab Hamadeh 1
Tamer Bacsar 1
Takeshi Tokuyama 1
Ferdinando Fioretto 1
Stephan Eidenbenz 1
Mamadou Seck 1
Helcio Vieira 1
Mischel Belderrain 1
Vivek Gupta 1
Jingchen Liu 1
Séamus McLoone 1
Declan Delaney 1
Iain Phillips 1
José HernáNdez 1
Hyo Ashihara 1
Christopher Healey 1
John Granieri 1
Pasi Lassila 1
Carey Williamson 1
Dirk Kroese 1
Jerry Vos 1
Jeremy Staum 1
Michael Jonas 1
Tridib Mukherjee 1
Jörg Sack 1
Alan Krantz 1
Ke Pan 1
Dimitrios Stiliadis 1
Rassul Ayani 1
TongqiangTony Wu 1
Alan Whisman 1
Mostafa Bassiouni 1
John Tufarolo 1
Pankaj Garg 1
Axel Hein 1
Felipe Knop 1
Honggang Wang 1
Yenlin Chia 1
Lancelot James 1
James Yan 1
Louis Birta 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
Sumeetpal Singh 1
Nick Whiteley 1
Vladimir Protopopescu 1
Vladislav Petkov 1
Yujing Wu 1
Yong Liu 1
Yu Gu 1
Richard Uhlig 1
Hans Künsch 1
Fang Chu 1
Sara Tzafrir 1
Yossi Mesika 1
Terry Young 1
Dominique Feillet 1
Burton Simon 1
Paul Wilson 1
Steve Counsell 1
Okan Topçu 1
Yingchao Hung 1
Pontus Matstoms 1
Alan George 1
A Dieker 1
Mark Broadie 1
Haiyan Luo 1
Yang Song 1
Ahmed Helmy 1
Ray Paul 1
Debasis Mitra 1
TagGon Kim 1
Xiaobai Sun 1
Jeffrey Chase 1
Natalie Steiger 1
Jeffrey Joines 1
Chihchieh Hsu 1
James Stascavage 1
JEFF Hong 1
Kihong Park 1
Colin Atkinson 1
Rony Flatscher 1
Seksan Kiatsupaibul 1
Stuart Sechrest 1
Edouard Bugnion 1
Daniel Mc Clary 1
Yevgeniy Vorobeychik 1
Denis Miretskiy 1
Rita Brandao 1
Acácio Nova 1
Swaminathan Sureshchandran 1
Anand Natrajan 1
Svend Frølund 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
Donato D’Ambrosio 1
Zsolt Haraszti 1
Victor Yau 1
Christian Schäfer 1
Shawn Simpson 1
Dominic Lee 1
Vineet Goyal 1
Mário Freire 1
Koichiro Inoue 1
Marvin Nakayama 1
Xiang Zhou 1
Jason Liu 1
Lucas Schnorr 1
Agostino Dovier 1
Susan Mniszewski 1
Arthur Voter 1
Jun Yuan 1
Paul Sanchez 1
Rick Goh 1
Norman Badler 1
Brian Unger 1
Steven Marcus 1
Alfred Park 1
Nicholson Collier 1
Zahra Abbasi 1
Madhav Marathe 1
Deniz Cicek 1
Xenofontas Dimitropoulos 1
Dmitri Krioukov 1
Brad Johnson 1
Henri Faure 1
Pierre Bremaud 1
Dalei Wu 1
Ravi Mazumdar 1
Mark Lundstrom 1
Arnold Buss 1
Philip Wilsey 1
Dhananjaimadhava Rao 1
PeiChi Wu 1
David Talby 1
Dror Feitelson 1
David Messerschmitt 1
Bruce Cota 1
James Hoe 1
Valerie Demers 1
Jie Xu 1
Donghai He 1
George Rouskas 1
Tsunyi Tuan 1
Soranun Jiwasurat 1
Ignacio Martinez-Moyano 1
Thomas Kühne 1
Sanguthevar Rajasekaran 1
Pieter Mosterman 1
Stephen Herrod 1
Rajeev Shorey 1
Robert Foley 1
Miguel Canales 1
Boaz Carmeli 1
Avraham Shtub 1
Lalit Garg 1
Sudhakar Yalamanchili 1
V Bos 1
Benjamin Stopford 1
Hongquan Xu 1
André Seznec 1
Wayne Holland 1
Carmen Bobeanu 1
Vittorio Cortellessa 1
Donald Iglehart 1
John Heidemann 1
Jianlong Zhang 1
Jiaqiao Hu 1
Qi Fan 1
Ting Li 1
Héctor Cancela 1
Taesik Lee 1
Nikolas Kantas 1
Debarghya Ghoshdastidar 1
Pablo Sánchez 1
Ravi Sharma 1
Dirk Grunwald 1
Enrico Pontelli 1
John Lygeros 1
Deniz Cetinkaya 1
Alexander Verbraeck 1
Aaron McCoy 1
Tomás Ward 1
Jonathan Crabtree 1
JyaJang Tsai 1
Juta Pichitlamken 1
Donghua Xu 1
Michael North 1
Duncan Murdoch 1
Robert O'Keefe 1
Amin Vahdat 1
John Duva 1
Christiane Lemieux 1
Nirav Kapadia 1
Martin Stytz 1
Krishnan Kumaran 1
ShingHoi Lee 1
Antonis Sidiropoulos 1
Claudia Antonini 1
Yi Ding 1
Pirooz Vakili 1
Karmeshu 1
Bradford Canova 1
Mario Cin 1
Yang Hong 1
Josiane Nzouonta 1
Fatma Ozmizrak 1
Jun Yin 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
Nicolas Chopin 1
Virgile Caron 1
David Madigan 1
Agnes Fussl 1
Weicherng Liao 1
Denis Laurendeau 1
R Randhawa 1
Georgina Mellor 1
Pnina Vortman 1
Murat Gunal 1
Jacobus Rooda 1
Kai Strunz 1
Simon Rosenfeld 1
Minghua Hsieh 1
Johan Olstam 1
Jan Lundgren 1
Ora Percus 1
Paula Whitlock 1
Jingxiang Luo 1
Adam Schwartz 1
Zhaolin Hu 1
Jie Xu 1
Anand Vidyashankar 1
Mohamed Khadiri 1
Arwa Jamjoom 1
Marissa Borrego 1
Gary Tan 1
J Yu 1
Holger Grothe 1
Søren Asmussen 1
Michael Lees 1
Stanislav Volkov 1
Thomas Wenisch 1
Georg Pflug 1
Manuel Fernández-Veiga 1
Cándido López-García 1
Kurt Rohloff 1
Eliot Rich 1
ChaKun Lee 1
Hyungwook Park 1
Zhanpeng Jin 1
Allen Cheng 1
N Hemachandra 1
Zelda Zabinsky 1
Scott Devine 1
Anujan Varma 1
Robert Ronngren 1
Hannes Leeb 1
Donald Gross 1
Konstantinos Stamos 1
Sumit Kunnumkal 1
Paul Bratley 1
WuLin Chen 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
Kangsun Lee 1
Wenyang Hsia 1
Amandine Schreck 1
Patrick Ryan 1
Sylvia FrüHwirth-Schnatter 1
Fragkiskos Papadopoulos 1
Konstantinos Psounis 1
Ernstmoritz Hahn 1
Jakob Ruess 1
David Kamensky 1
Dmitry Ponomarev 1
Kyoungkuk Kim 1
Javier Aracil 1
Joan Donohue 1
Gleb Beliakov 1
I Wang 1
Mostafa Ammar 1
Keith Bisset 1
Waikin Chan 1
Xiaolin Hu 1
Lewis Ntaimo 1
Shamim Begum 1
Radharamanan Radhakrishnan 1
Alessandro Aldini 1
Roberto Gorrieri 1
Greg Lomow 1
Sanqi Li 1
Mordechay Levin 1
Henryk Fukś 1
Daniel Lewandowski 1
Radboud Tebbens 1
Roland Wunderlich 1
Hany Ammar 1
Rajeeva Karandikar 1
Wanmo Kang 1
Tatiana Zaburnenko 1
Robert Firby 1
Charles Overstreet 1
José LóPez-Ardao 1
Nelson Fonseca 1
Stephen Conrad 1
Ian Macintyre 1
Sujin Kim 1
Kiran Rege 1
John Shortle 1
Athena Vakali 1
Dimitrios Katsaros 1
Theresa Roeder 1
Melike Meterelliyoz 1
Werner Scheinhardt 1
Bennett Fox 1
Hong Wan 1
Kenneth Hardis 1
Karl Sigman 1
François De Rainville 1
Xi Chen 1
Yorai Wardi 1
Vishal Misra 1
Taeshin Park 1
Fuad Basis 1
Michael Pidd 1
ShingGang Kou 1
Mary Bailey 1
D Van Beek 1
Mehmet Adak 1
Halit O&gcaron;uztuzun 1
Mikael Adlers 1
Boonping Gan 1
Roman Rozin 1
Pétros Ioannou 1
Jurgen Doornik 1
Anja Feldmann 1
Maysoon Abulkhair 1
Christopher Healey 1
Vinod Tipparaju 1
Marta Kwiatkowska 1
Danny Perez 1
Christoph Junghans 1
David Love 1
Güzin Bayraksan 1
Xi Chen 1
WaiTeng Tang 1
Ian Thng 1
Mary Wagner 1
John Cleary 1
Emin Sirer 1
Ken Funk 1
Ronald Nolte 1
Xizhou Feng 1
Huw Davies 1
Levent Yilmaz 1
Kimmo Raatikainen 1
JéRôMe Talim 1
HaiFeng Guo 1
Yuguang Fang 1
Sheila Banks 1
Adi Raveh 1
Chengjye Luh 1
José Gallardo 1
Anoop Gupta 1
Peter Ware 1
P Coe 1
Reuben Pasquini 1
Edward Mascarenhas 1
Yehching Chung 1
Gianluca Bontempi 1
Peter Frazier 1
Lawrence Leemis 1
Frank Emmerich 1
Heinz Zechner 1
Feng Tian 1
Judy Jin 1
Shlomi Dolev 1
Chungnan Lee 1
Gloria Teng 1
Nando De Freitas 1
Sylvain Le Corff 1
Christian Gagné 1
Paulo Monteiro 1
Robert Leachman 1
Quan Lu 1
Maged Dessouky 1
Shuo Pan 1
François Baccelli 1
Edward Lee 1
Guoqi Qian 1
Michael Amrein 1
Kobi Moskovitch 1
Sergev Wasserkrug 1
Maria Barton 1
Stéphane Dauzère-Pérès 1
Tillal Eldabi 1
M Keane 1
Victor Mak 1
Scott Kaplan 1
Nicolas Sendrier 1
Hendrik Van Landeghem 1
Aditya Agrawal 1
Jinho Lee 1
Winfried Grassmann 1
François Panneton 1
Philip Kiviat 1
Hernan Awad 1
Susan Hunter 1
Pedro Velho 1
Byoung Choi 1
David Hardaker 1
Pieter De Boer 1
Gilberto Mayor 1
David Andersen 1
Mingjian Yuan 1
Weelit Koh 1
Anurag Kumar 1
George Pallis 1
Yannis Manolopoulos 1
Reiichiro Kawai 1
Ali Tafazzoli 1
Michael Garnsey 1
Guy Schiavone 1
Roland Ibbett 1
Vernon Rego 1
Kayhan İmre 1
Rayadurgam Srikant 1
Zisheng Chen 1
Samuel Ehrlichman 1
Matthew Carlyle 1
Benjamin Lok 1
Darren Ong 1
Belgacem Bouzaïene-Ayari 1
Rami Puzis 1
Xiadong Fu 1
J Townsend 1
Reuven Rubinstein 1
Ad Ridder 1
Ricki Ingalls 1
Douglas Morrice 1
Anthony LaMarca 1
Ivan Zorych 1
Jennifer Harlow 1
Ziyu Wang 1
Alexander Tuzhilin 1
Olivier Teytaud 1
Pedro Inácio 1
Christian Leger 1
Francesco Presti 1
Don Towsley 1
John Biegel 1
Jie Liu 1
Yariv Marmor 1
Sally McClean 1
Ken Fullerton 1
Sylvain Housseman 1
Donghun Kang 1
Vinoth Suryanarayanan 1
Leila Setayeshgar 1
Ambedkar Dukkipati 1
Benjamin Zorn 1

Affiliation Paper Counts
Universite Libre de Bruxelles 1
Ericsson Radio Systems AB 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
Nektar 1
Bar-Ilan University 1
Illinois Institute of Technology 1
Hunter College 1
University of Helsinki 1
IBM Tokyo Research Laboratory 1
Swansea University 1
Instituto Superior Tecnico 1
University College Dublin 1
Newcastle University, United Kingdom 1
University of Mannheim 1
City University of New York 1
Laboratoire des Signaux et Systemes 1
Sandia National Laboratories, New Mexico 1
University of Maine 1
Universite Paris Dauphine 1
Birkbeck University of London 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
NIH National Cancer Institute 1
Mary Washington Hospital 1
University of Hawaii at Manoa 1
Indian Institute of Technology, Bombay 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
University of Trento 1
Queen's University, Kingston 1
Instituto de Telecomunicacoes 1
Wichita State University 1
University of South Carolina 1
Advanced Micro Devices, Inc. 1
Deakin University 1
University of Nebraska at Omaha 1
Cass Business School 1
Hewlett-Packard 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
Nokia USA 1
Lancaster University 1
Brooklyn College 1
National Central University Taiwan 1
University College Cork 1
Wright-Patterson AFB 1
University of Thessaly 1
University of Vienna 1
Universidad Simon Bolivar 1
Microsoft 1
NASA Glenn Research Center 1
Universidad Autonoma de Madrid 1
National Chengchi University 1
Institute for Advanced Studies 1
San Francisco State University 1
Chulalongkorn University 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
California Institute of Technology 1
Universite de Nantes 1
Technological Education Institute-Crete 1
Amherst College 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
Yahoo Inc. 1
Indian Statistical Institute (Delhi Centre) 1
The MathWorks, Inc. 1
National Penghu University 1
Ariel University Center of Samaria 1
Banca d'Italia 1
Microsoft Research Cambridge 1
Statistical and Applied Mathematical Sciences Institute, USA 1
Indian School of Business 1
University of Erlangen-Nuremberg 2
Loughborough University 2
Universite Pierre et Marie Curie 2
University of Calgary 2
University of Texas at San Antonio 2
RAND Corporation 2
University of Waikato 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
University of Nottingham 2
Imperial College London 2
Florida International University 2
University of Kentucky 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
Motorola 2
Catholic University of 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
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
University of Rostock 3
Middle East Technical University 3
King Abdulaziz University 3
Johns Hopkins University 3
Rice University 3
University of Illinois 3
Hebrew University of Jerusalem 3
Hong Kong University of Science and Technology 3
Dartmouth College 3
National Sun Yat-Sen University Taiwan 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
University of Birmingham 3
University of Ulster 3
IBM 3
Instituto Tecnologico de Aeronautica 3
University of Cincinnati 3
Alcatel-Lucent 3
National University of Ireland, Maynooth 3
University of Bologna 3
TELECOM ParisTech 3
Rutgers University 3
Korea Advanced Institute of Science & Technology 3
Ghent University 3
Ecole des Mines de Saint-Etienne 4
McGill University 4
Vanderbilt University 4
CNRS Centre National de la Recherche Scientifique 4
Duke University 4
Vrije Universiteit Amsterdam 4
MITRE Corporation 4
INRIA Institut National de Rechereche en Informatique et en Automatique 4
University of Pittsburgh 4
SAIC 4
The College of William and Mary 4
National Tsing Hua University 4
University of Calabria 4
University of Canterbury 4
University of California, Santa Cruz 4
Rensselaer Polytechnic Institute 4
University of Nebraska - Lincoln 4
University of Melbourne 4
University of Oxford 4
IRISA Institut de Recherche en Informatique et Systemes Aleatoires 4
Ben-Gurion University of the Negev 4
University of Edinburgh 4
Argonne National Laboratory 4
University of Ottawa, Canada 4
Eindhoven University of Technology 4
University of Illinois at Urbana-Champaign 5
Royal 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
University of Maryland 5
Brunel University 5
Massachusetts Institute of Technology 5
Telcordia Technologies, Inc. 5
Keio University 5
Universidad de Vigo 5
Carnegie Mellon University 5
Tata Institute of Fundamental Research 5
University of Wisconsin Madison 5
Pennsylvania State University 6
Technical University of Darmstadt 6
Brown University 6
University of Massachusetts Amherst 6
Aristotle University of Thessaloniki 6
University of Virginia 6
University of Central Florida 6
Technion - Israel Institute of Technology 6
University of Southampton 6
IBM Haifa Labs 6
Laval University 6
Delft University of Technology 7
Old Dominion University 7
University of Washington Seattle 7
Oak Ridge National Laboratory 7
University of Southern California 7
University of Salzburg 8
Ohio State University 8
University of Waterloo 8
University of California, Berkeley 8
Swiss Federal Institute of Technology, Zurich 8
Vienna University of Economics and Business Administration 9
University of Pennsylvania 9
Alcatel-Lucent Bell Labs 9
IBM Research 9
University Michigan Ann Arbor 9
Arizona State University 10
University of Arizona 10
University of Twente 10
George Mason University 11
Indian Institute of Science 12
Northwestern University 13
IBM Thomas J. Watson Research Center 13
Carleton University 13
New Jersey Institute of Technology 13
Naval Postgraduate School 14
Cornell University 15
University of Montreal 15
North Carolina State University 16
Purdue University 16
National University of Singapore 16
Virginia Tech 16
University of California, Los Angeles 16
Stanford University 21
University of Florida 21
Nanyang Technological University 22
Columbia University 23
Georgia Institute of Technology 46

ACM Transactions on Modeling and Computer Simulation (TOMACS)
Archive


2015
Volume 25 Issue 4, May 2015  Issue-in-Progress
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
Volume 21 Issue 2, February 2011

2010
Volume 21 Issue 1, December 2010
Volume 20 Issue 4, October 2010
Volume 20 Issue 3, September 2010
Volume 20 Issue 2, April 2010
Volume 20 Issue 1, January 2010

2009
Volume 19 Issue 4, October 2009
Volume 19 Issue 3, June 2009
Volume 19 Issue 2, March 2009

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
Volume 17 Issue 2, April 2007
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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