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QRF

The Quadratic Reduction Framework (QRF) is a numerical modeling framework to evaluate complex stochastic networks composed of resources featuring queueing, blocking, state-dependent behavior, service variability, temporal dependence, or a subset thereof. Systems of this kind are abstracted as network of queues for which QRF supports two common... (more)

Moving Least Squares Regression for High-Dimensional Stochastic Simulation Metamodeling

Simulation metamodeling is building a statistical model based on simulation output as an approximation to the system performance measure being... (more)

Guests Editors’ Editorial Note on Special Issue of Advances in Cellular Automata Modeling

Morphological Coevolution for Fluid Dynamical-Related Risk Mitigation

In the lava flow mitigation context, the determination of areas exposed to volcanic risk is crucial for diminishing consequences in terms of human... (more)

The Extrinsic Noise Effect on Lateral Inhibition Differentiation Waves

Multipotent differentiation, where cells adopt one of several cell fates, is a determinate and orchestrated procedure that often incorporates... (more)

PAM

Serious problems with bridging multiple scales in the scope of a single numerical model make computer simulations too demanding computationally and highly unreliable. We present a new concept of modeling framework that integrates the particle method with graph dynamical systems, called the particle automata model (PAM). We assume that the... (more)

Modeling Cache Memory Utilization on Multicore Using Common Pool Resource Game on Cellular Automata

Recent computing architectures are implemented by shared memory technologies to alleviate the high... (more)

NEWS

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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New Reproducibility initiative in TOMACS.

To improve the reproducibility of modeling and simulation research, TOMACS has started a reproducibility initiative.

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New from ACM SIGSIM PADS and TOMACS

ACM SIGSIM PADS  and  ACM TOMACS  agreed to link these two premier outlets for Modeling and Simulation methodological research more tightly...

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Forthcoming Articles
Actor Critic Algorithms with Online Feature Adaptation

We develop two new online actor-critic control algorithms with adaptive feature tuning for Markov Decision Processes (MDPs). One of our algorithms is proposed for the long-run average cost objective while the other works for discounted cost MDPs. Our actor-critic architecture incorporates parameterization both in the policy and the value function. A gradient search in the policy parameters is performed to improve the performance of the actor. The computation of the aforementioned gradient however requires estimate of the value function of the policy corresponding to the current actor parameter. The value function, on the other hand, is approximated using linear function approximation and obtained from the critic. The error in approximation of the value function, however, results in sub-optimal policies. In our paper, we also update the features by performing a gradient descent on the Grassmannian of features to minimize a mean square Bellman error objective in order to find the best features. The aim is to obtain a good approximation of the value function and thereby ensure convergence of the actor to locally optimal policies. In order to estimate the gradient of the objective in the case of the average cost criterion, we utilize the policy gradient theorem \cite{sutton1999policy} while in the case of the discounted cost objective we utilize the simultaneous perturbation stochastic approximation (SPSA) \cite{spall1992multivariate} scheme. We prove that our actor-critic algorithms converge to locally optimal policies. Experiments on two different settings show performance improvements resulting from our feature adaptation scheme.

TOMACS 26:3 Editorial

Research Challenges in Parallel and Distributed Simulation

The parallel and distributed simulation field has evolved and grown from its origins in the 1970s and 1980s and remains an active field of research to this day. An overview of research in the field is presented from seminal work to address fundamental problems such as synchronization to recent work in executing simulations on emerging computing platforms. Future research topics are explored including areas such as the simulation of large-scale complex networks, exploitation of graphical processing unit hardware and cloud computing environments, predictive on-line simulation for system management and optimization, power and energy consumption in mobile platforms and data centers, and composition of heterogeneous simulations. The need for new benchmark programs is also briefly discussed.

Automatic Moment-closure Approximation of Spatially Distributed Collective Adaptive Systems

Spatially distributed collective adaptive systems are an important class of systems, which pose significant challenges to modelling due to the size and complexity of their state spaces. This problem is acute when the dynamic behaviour of the system must be captured, for example in order to predict system performance. In this paper we present an abstraction technique which automatically derives a moment-closure approximation of the dynamic behaviour of a spatially distributed collective adaptive system from a discrete representation of the entities involved. The moment-closure technique is demonstrated to give accurate estimates of dynamic behaviour, although the number of ordinary differential equations generated for the second order joint moments can grow large in some cases. For these cases, we propose a rigorous model reduction technique and demonstrate its use to substantially reduce the computational effort with only limited impact on the accuracy if the reduction threshold is set appropriately. All the techniques reported in this paper are implemented in a tool which is freely available for download.

Bibliometrics

Publication Years 1991-2016
Publication Count 486
Citation Count 4047
Available for Download 486
Downloads (6 weeks) 1517
Downloads (12 Months) 13020
Downloads (cumulative) 250430
Average downloads per article 515
Average citations per article 8
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)
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 - 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)
Mendel Rosenblum ACM Software System Award (2009)
ACM Fellows (2008)
ACM Doctoral Dissertation Award (1992)
Keith Ross ACM Fellows (2012)
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 14
Pierre L'Écuyer 11
Barry Nelson 11
Paul Fishwick 9
Shane Henderson 8
Makoto Matsumoto 7
Sandeep Juneja 7
Marvin Nakayama 7
Philip Heidelberger 7
David Nicol 7
Shalabh Bhatnagar 6
Richard Fujimoto 6
Wolfgang Hörmann 6
David Goldsman 6
Wentong Cai 6
Sigrún Andradóttir 6
Kalyan Perumalla 6
James Calvin 5
Lee Schruben 5
Harald Niederreiter 5
Stephen Turner 5
Perwez Shahabuddin 5
Jose Blanchet 5
Yibing Lin 5
Victor Nicola 4
Enver YüCesan 4
Shu Tezuka 4
Raghu Pasupathy 4
Paul Reynolds, 4
Felisa Vázquez-Abad 4
Josef Leydold 4
Ernest Page 4
Michael Devetsikiotis 4
Christos Alexopoulos 4
Gerhard Derflinger 4
Rajive Bagrodia 4
Szuhui Ng 3
Georgios Theodoropoulos 3
George Kesidis 3
Adelinde Uhrmacher 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
Ward Whitt 3
James Wilson 3
Michael Fu 3
Stephen Chick 3
Soumyadip Ghosh 3
Junlan Zhou 3
Jürgen Eichenauer-Herrmann 3
Michel Mandjes 3
Russell Cheng 3
Karl Entacher 2
Rick Goh 2
Dashi Singham 2
George Riley 2
Paula Whitlock 2
Roman Chertov 2
Weibo Gong 2
Stephen Roberts 2
Paul Glasserman 2
Bernard Zeigler 2
Robert Sargent 2
Fernando Barros 2
Bruno Preiss 2
Teunis Ott 2
Sonia Fahmy 2
Murat Kulahci 2
Bruce Ankenman 2
Jose Padilla 2
Liu Hong 2
Jeremy Staum 2
Albert Greenberg 2
Changcheng Huang 2
Violet Syrotiuk 2
Robert Dittus 2
Gersende Fort 2
Francesco Quaglia 2
Richard Nance 2
Reid Ness 2
Bruce Schmeiser 2
Paul Barton 2
Joel Esposito 2
Vijay Kumar 2
Takuji Nishimura 2
Ioannis Lambadaris 2
Vijay Madisetti 2
Babak Falsafi 2
Michel Broniatowski 2
Osman Balci 2
Sudhir Srinivasan 2
Henrik Hult 2
Bruno Tuffin 2
Ross Gore 2
Jean Walrand 2
Keith Ross 2
Zhengrong Ji 2
Maria Hybinette 2
Lihyuan Deng 2
Vivek Mishra 2
Lachlan Andrew 2
Warren Powell 2
David Wood 2
Dan Chen 2
Malcolmyoke Low 2
Peter Hellekalek 2
Busung Lee 2
Edward Lazowska 2
Hui Wang 2
Roland Ewald 2
Zengxiang Li 2
Marwan Krunz 2
James Nutaro 2
Ness Shroff 2
Robert Klein 2
Samir Das 2
Bernd Heidergott 2
Thomas Lucas 2
Loohay Lee 2
Jason Liu 2
Saikou Diallo 2
Sheldon Jacobson 2
Mineo Takai 2
Alan Weiss 2
Dagan Schwartz 1
Colm O'Cinneide 1
Evan Saltzman 1
Ernst Stadlober 1
Jim Chen 1
Raazesh Sainudiin 1
Rudolf Frühwirth 1
Matthias Falkner 1
Jon Parker 1
William Spataro 1
Andrew Whinston 1
Vikas Jha 1
Marc Suchard 1
Manuela Pereira 1
Hatem Sellami 1
Guanhua Yan 1
Ronald Wolff 1
Matthew Chidester 1
Sandeep Neema 1
Andrew Klapper 1
Mark Goresky 1
Eugene Kerckhoffs 1
Qianli Su 1
George Michailidis 1
Siegfried Treu 1
Ivo Adan 1
Aleksandar Milenković 1
Milena Milenković 1
Huashuai Qu 1
Enlu Zhou 1
Peter Salemi 1
Giuliano Casale 1
Nilay Argon 1
Ferdi Put 1
Hui Wang 1
Cigdem Sengul 1
Mustafa Al-Bado 1
Gerardo Rubino 1
Arthur Voter 1
Tobias Helms 1
Ta Duong 1
Deli Zhang 1
Gilbert Hendry 1
Vera Goebel 1
Simon Shaw 1
Elvis Liu 1
Seonghee Kim 1
Alfred Park 1
Aya Wallwater 1
Jane Douglas 1
Raymond Myers 1
Jie Wang 1
Kevin Walsh 1
Gary Warren 1
Richard Simard 1
Bradley Mitchell 1
Joshua Ferguson 1
Sandeep Gupta 1
Ayan Banerjee 1
Tridib Mukherjee 1
Assaf Zeevi 1
Fred Hickernell 1
Stephen Eick 1
Ruth Davies 1
Francois Blouin 1
Fabrizio Granelli 1
Daniel McClary 1
José Fortes 1
Abdollah Afjeh 1
Gregory Follen 1
Brian Logan 1
Dimitrios Makrakis 1
Emily Lada 1
David Nicol 1
José Villén-Altamirano 1
Philippe Barbe 1
Christopher Carothers 1
Harry Perros 1
Sridhar Ramesh 1
Lawrence Williams 1
Bedi̇r Tekinerdoğan 1
Cherung Lee 1
Wei Jin 1
Youngmi Jin 1
Milan Vojnović; 1
Gajanana Nadoli 1
Wayne Loucks 1
Peter Epstein 1
Larry Soule 1
Jeff Rothenberg 1
Alvin Lebeck 1
Sergey Zeltyn 1
Avishai Mandelbaum 1
Helen Karatza 1
Seungho Lee 1
Youngjun Son 1
Thomas Page 1
James Sinclair 1
Andrea Bonarini 1
Xiong Lin 1
Feng Gu 1
George O'Brien 1
Constantinos Psomas 1
Ram Rajagopal 1
Katia Obraczka 1
Philip Fleming 1
Graham Birtwistle 1
Sudip Seal 1
Joshua Epstein 1
Meytal Tubi 1
Éric Moulines 1
Firas Hamze 1
Denis Choquet 1
Jens Svensson 1
Benjamin Melamed 1
Chiali Wang 1
James Davis 1
Taewoo Kim 1
Yannis Smaragdakis 1
Ákos Lédeczi 1
Ioannis Pachoulakis 1
Guangwu Liu 1
Ashvin Radiya 1
Haralampos Hatzikirou 1
Mohamed Khadiri 1
Danny Perez 1
Karl Kienitz 1
Ericcao Ni 1
Isaku Wada 1
Timothy Davis 1
James Enns 1
Kellogg Booth 1
Jorma Virtamo 1
Ernest Houck 1
Joseph Kearney 1
Yiannis Papelis 1
James Cremer 1
Klaus Wehrle 1
Georgios Varsamopoulos 1
Rose Gilbert 1
Dzung Phan 1
Soumyadip Ghosh 1
WeiWin Liou 1
Weining Yang 1
Phillip Dickens 1
Sandeep Gupta 1
Changhee Joo 1
Gaurav Sharma 1
Song Ci 1
Anna Lawniczak 1
Come Raczy 1
Segev Wasserkrug 1
Alan Krantz 1
Ke Pan 1
Mostafa Bassiouni 1
Pankaj Garg 1
Axel Hein 1
Honggang Wang 1
Yenlin Chia 1
Lancelot James 1
James Yan 1
Kevin Healy 1
Na Li 1
Hermann Thorisson 1
Manuel Villén-Altamirano 1
Cesar Neto 1
Raúl Rodríguez-Rubio 1
Andrés Suárez-González 1
John Tufarolo 1
Felipe Knop 1
Hans Künsch 1
Louis Birta 1
Abdeslem Boukhtouta 1
Marco Roccetti 1
Marco Bernardo 1
Bahar Biller 1
Robert Felderman 1
Su Deng 1
Ihab Hamadeh 1
Tamer Bacsar 1
Jörg Sack 1
Dimitrios Stiliadis 1
Yuhjeng Lee 1
David Miller 1
Takeshi Tokuyama 1
Richard Uhlig 1
Rassul Ayani 1
Victor Tay 1
Terry Young 1
Yossi Mesika 1
TongqiangTony Wu 1
Alan Whisman 1
Stylianos Zikos 1
Sara Tzafrir 1
Dominique Feillet 1
Rolf Waeber 1
Vladimir Protopopescu 1
Vladislav Petkov 1
Burton Simon 1
Peter Buchholz 1
Chanan Glezer 1
Salvatore Di Gregorio 1
Sumeetpal Singh 1
Nick Whiteley 1
Fang Chu 1
K Erickson 1
Yujing Wu 1
Yu Gu 1
Yong Liu 1
Alan George 1
Paul Wilson 1
Steve Counsell 1
Okan Topçu 1
Yingchao Hung 1
Pontus Matstoms 1
A Dieker 1
Marvin Nakayama 1
Michail Tsompanas 1
Lucas Schnorr 1
Susan Mniszewski 1
Stefan Rybacki 1
Yong Teo 1
Rong Rong 1
Agostino Dovier 1
Dong Jin 1
Monika Heiner 1
Jie Jiang 1
Debarghya Ghoshdastidar 1
Paul Sanchez 1
Songhee Kim 1
Norman Badler 1
Brian Unger 1
Steven Marcus 1
Alfred Park 1
Nicholson Collier 1
Jianliang Zheng 1
Madhav Marathe 1
Henri Faure 1
Zahra Abbasi 1
Deniz Cicek 1
Brad Johnson 1
Xenofontas Dimitropoulos 1
Dmitri Krioukov 1
Pierre Bremaud 1
Dalei Wu 1
Ravi Mazumdar 1
Mark Lundstrom 1
Arnold Buss 1
Philip Wilsey 1
David Talby 1
David Messerschmitt 1
James Hoe 1
Valerie Demers 1
Donghai He 1
George Rouskas 1
Tsunyi Tuan 1
Antonis Sidiropoulos 1
Bradford Canova 1
Mario Cin 1
Yang Hong 1
Josiane Nzouonta 1
Fatma Ozmizrak 1
Jean Berger 1
Dhananjaimadhava Rao 1
PeiChi Wu 1
Dror Feitelson 1
Bruce Cota 1
Jie Xu 1
Pirooz Vakili 1
Abraham George 1
Soranun Jiwasurat 1
Sanguthevar Rajasekaran 1
Pieter Mosterman 1
Stephen Herrod 1
Ignacio Martinez-Moyano 1
Thomas Kühne 1
Claudia Antonini 1
Yi Ding 1
Pnina Vortman 1
Rajeev Shorey 1
Karmeshu 1
Georgina Mellor 1
Murat Gunal 1
John Drew 1
Steffen Strassburger 1
Navonil Mustafee 1
Andrea Santoro 1
David Everitt 1
Agnes Fussl 1
Weicherng Liao 1
Jun Yin 1
Rocco Rongo 1
J Wegman 1
Nicolas Chopin 1
Virgile Caron 1
David Madigan 1
Ora Percus 1
Denis Laurendeau 1
R Randhawa 1
Richard Ladner 1
Mingtang Lin 1
Tainchi Lu 1
Jacobus Rooda 1
Minghua Hsieh 1
Johan Olstam 1
Jan Lundgren 1
Kai Strunz 1
Simon Rosenfeld 1
Jingxiang Luo 1
Adam Schwartz 1
Zhaolin Hu 1
Anand Vidyashankar 1
Arwa Jamjoom 1
Andreas Deutsch 1
Xiang Zhou 1
Susan Hunter 1
David Kamensky 1
Dmitry Ponomarev 1
Stein Kristiansen 1
Ernstmoritz Hahn 1
François Fages 1
Ambedkar Dukkipati 1
Kyoungkuk Kim 1
Gleb Beliakov 1
Javier Aracil 1
Joan Donohue 1
I Wang 1
Mostafa Ammar 1
Keith Bisset 1
Waikin Chan 1
Xiaolin Hu 1
Lewis Ntaimo 1
Shamim Begum 1
Mordechay Levin 1
Henryk Fukś 1
Daniel Lewandowski 1
Radboud Tebbens 1
Roland Wunderlich 1
Rajeeva Karandikar 1
Wanmo Kang 1
Tatiana Zaburnenko 1
Charles Overstreet 1
Nelson Fonseca 1
José LóPez-Ardao 1
Sujin Kim 1
Athena Vakali 1
Dimitrios Katsaros 1
P Coe 1
Radharamanan Radhakrishnan 1
Sanqi Li 1
Guoqi Qian 1
Theresa Roeder 1
Bennett Fox 1
Kenneth Hardis 1
Reuben Pasquini 1
Edward Mascarenhas 1
Yehching Chung 1
Michael Amrein 1
Alessandro Aldini 1
Roberto Gorrieri 1
Hany Ammar 1
François Baccelli 1
Ian Macintyre 1
Greg Lomow 1
Robert Firby 1
Stephen Conrad 1
Edward Lee 1
Kiran Rege 1
John Shortle 1
Melike Meterelliyoz 1
Feng Tian 1
Judy Jin 1
Hong Wan 1
Tillal Eldabi 1
Sergev Wasserkrug 1
Werner Scheinhardt 1
Kobi Moskovitch 1
Maria Barton 1
Stéphane Dauzère-Pérès 1
Peter Ware 1
Peter Frazier 1
Lawrence Leemis 1
Frank Emmerich 1
Heinz Zechner 1
M Keane 1
Victor Mak 1
Gloria Teng 1
Sylvain Le Corff 1
Gianluca Bontempi 1
Shlomi Dolev 1
Robert Leachman 1
Quan Lu 1
Maged Dessouky 1
Nando De Freitas 1
Christian Gagné 1
Paulo Monteiro 1
Chungnan Lee 1
Shuo Pan 1
Nicolas Sendrier 1
Jinho Lee 1
Scott Kaplan 1
Aditya Agrawal 1
Hendrik Van Landeghem 1
Winfried Grassmann 1
François Panneton 1
Philip Kiviat 1
Hernan Awad 1
Benjamin Zorn 1
Byoung Choi 1
Donghun Kang 1
Christoforos Kachris 1
Pedro Velho 1
Vinoth Suryanarayanan 1
Leila Setayeshgar 1
Sudhakar Yalamanchili 1
Koichiro Inoue 1
Hongquan Xu 1
André Seznec 1
John Heidemann 1
Vittorio Cortellessa 1
V Bos 1
Donald Iglehart 1
Carmen Bobeanu 1
Benjamin Stopford 1
Wayne Holland 1
Pablo Sánchez 1
Jianlong Zhang 1
Jiaqiao Hu 1
Qi Fan 1
Martin Nielsen 1
Taesik Lee 1
Ravi Sharma 1
Dirk Grunwald 1
Anja Feldmann 1
Jun Yuan 1
Deniz Cetinkaya 1
Alexander Verbraeck 1
Clemens Schwaninger 1
Jakob Ruess 1
John Lygeros 1
Enrico Pontelli 1
Gabriel Wainer 1
Fei Liu 1
Christopher Healey 1
Vinod Tipparaju 1
Peter Haas 1
Aaron McCoy 1
Tomás Ward 1
Jonathan Crabtree 1
JyaJang Tsai 1
Juta Pichitlamken 1
Duncan Murdoch 1
Donghua Xu 1
Michael North 1
Georg Kunz 1
Christiane Lemieux 1
John Duva 1
Robert O'Keefe 1
Amin Vahdat 1
Nirav Kapadia 1
Michael Lees 1
Stanislav Volkov 1
Gary Tan 1
J Yu 1
Thomas Wenisch 1
Cándido López-García 1
Hyungwook Park 1
N Hemachandra 1
Zelda Zabinsky 1
Konstantinos Stamos 1
Marissa Borrego 1
Søren Asmussen 1
Georg Pflug 1
Manuel Fernández-Veiga 1
Zhanpeng Jin 1
Allen Cheng 1
Hannes Leeb 1
Paul Bratley 1
Chenxin Li 1
Martin Stytz 1
Krishnan Kumaran 1
Holger Grothe 1
Kurt Rohloff 1
ChaKun Lee 1
Scott Devine 1
Anujan Varma 1
ShingHoi Lee 1
Eliot Rich 1
Taeshin Park 1
Robert Ronngren 1
Donald Gross 1
Wai Kin 1
Linbo Luo 1
Sumit Kunnumkal 1
Fuad Basis 1
Michael Pidd 1
WuLin Chen 1
Chris Tofts 1
Simon Taylor 1
Alejandro Hernandez 1
Xiaolin Hu 1
Halim Damerdji 1
Marius Hofert 1
Sylvia Frühwirth-Schnatter 1
Fragkiskos Papadopoulos 1
Konstantinos Psounis 1
ShingGang Kou 1
Mary Bailey 1
J Townsend 1
Jennifer Harlow 1
Ricki Ingalls 1
Douglas Morrice 1
Ivan Zorych 1
Ziyu Wang 1
Olivier Teytaud 1
Pedro Inácio 1
Chengshang Chang 1
Christian Leger 1
Anthony LaMarca 1
Alexander Tuzhilin 1
Francesco Presti 1
Don Towsley 1
Kunchan Lan 1
Glenn Carl 1
Pete Sanderson 1
Anastassios Chassiakos 1
George Fishman 1
Jie Xu 1
Vittoria Personè 1
Evgenia Smirni 1
Georgios Lolas 1
Etienne Kerre 1
Jurgen Martens 1
Georgios Sirakoulis 1
Henri Casanova 1
Arnaud Legrand 1
Susan Lewis 1
Nugroho Pujowidianto 1
Jingjing Wang 1
Nael Abu-Ghazaleh 1
Xiaorong Li 1
Damian Dechev 1
Srikanth Yoginath 1
Thomas Plagemann 1
Nigel Saunders 1
Sylvain Soliman 1
Dagmar Iber 1
Ajay Jasra 1
Elena Ehrlich 1
Gongjun Xu 1
Ai Kuramoto 1
Norman Matloff 1
Daniel Heyman 1
Turgay Korkmaz 1
Zhonge Xiao 1
Tito Homem-de-Mello 1
James Swisher 1
Glen Takahara 1
Brian Merrell 1
Olaf Landsiedel 1
Jiangzhuo Chen 1
Suruchi Deodhar 1
Yifei Ma 1
Benjamin Feng 1
Hussein Al-Zubaidy 1
Raed Al-Zubi 1
John Reed 1
Luis Orozco-Barbosa 1
Lijun Wang 1
Roger Cooke 1
Robert Smith 1
Jim Williams 1
Margaret Loper 1
Minghsing Chiu 1
Fred Howell 1
Turgay Celik 1
Cristian Borcea 1
Paul Dupuis 1
Taoying Farenhorst-Yuan 1
Yanick Champoux 1
K Chandy 1
Wentoh Liao 1
Leonard Kleinrock 1
Isi Mitrani 1
Hans Vangheluwe 1
Mendel Rosenblum 1
Thomas Stewart 1
Trevor Mudge 1
David Nagle 1
Brian Mark 1
William Robinson 1
Demet Batur 1
Victor Chan 1
Ohad Greenshpan 1
Takayuki Osogami 1
Huseyin Topaloglu 1
John Quarles 1
Christine Currie 1
Elizabeth Corbett 1
Tirza Lauterman 1
Yuval Elovici 1
Giuseppe Trunfio 1
Kangsun Lee 1
Amandine Schreck 1
Patrick Ryan 1
François De Rainville 1
Xi Chen 1
Wenyang Hsia 1
Karl Sigman 1
Yorai Wardi 1
Vishal Misra 1
D Van Beek 1
Mikael Adlers 1
Mehmet Adak 1
Halit O&gcaron;uztuzun 1
Boonping Gan 1
Roman Rozin 1
Pétros Ioannou 1
Jurgen Doornik 1
Maysoon Abulkhair 1
Andreas Reppas 1
David Love 1
Güzin Bayraksan 1
Matthew Sottile 1
Jason Dagit 1
Claudia Szabo 1
Miguel Erazo 1
Marta Kwiatkowska 1
Denis Menshykau 1
Linar Mikeev 1
Verena Wolf 1
Xi Chen 1
Sarat Moka 1
WaiTeng Tang 1
Ian Thng 1
John Cleary 1
Mary Wagner 1
Emin Sirer 1
Ronald Nolte 1
Ken Funk 1
Mirko Stoffers 1
Jie Li 1
Zdravko Botev 1
Xizhou Feng 1
Levent Yilmaz 1
Huw Davies 1
Kimmo Raatikainen 1
JéRôMe Talim 1
Yuguang Fang 1
HaiFeng Guo 1
José Gallardo 1
Pieter De Boer 1
Gilberto Mayor 1
Weelit Koh 1
George Pallis 1
Yannis Manolopoulos 1
Michael Garnsey 1
Guy Schiavone 1
Kayhan İmre 1
Adi Raveh 1
Chengjye Luh 1
Reiichiro Kawai 1
Roland Ibbett 1
Vernon Rego 1
Rayadurgam Srikant 1
Belgacem Bouzaïene-Ayari 1
Sheila Banks 1
David Hardaker 1
John Biegel 1
Anoop Gupta 1
David Andersen 1
Mingjian Yuan 1
Jie Liu 1
Anurag Kumar 1
Darren Ong 1
Ali Tafazzoli 1
Yariv Marmor 1
Benjamin Lok 1
Ken Fullerton 1
Sally McClean 1
Sylvain Housseman 1
Nabil Absi 1
Michael Pagels 1
J Jump 1
Sandhya Dwarkadas 1
Zisheng Chen 1
Matthew Carlyle 1
Reuven Rubinstein 1
Ad Ridder 1
Dennis Schaeffer 1
Samuel Ehrlichman 1
Rami Puzis 1
Xiadong Fu 1
Ting Li 1
Héctor Cancela 1
Christoph Junghans 1
Stephan Eidenbenz 1
Mamadou Seck 1
Frits Dannenberg 1
Ferdinando Fioretto 1
Ovidiu Parvu 1
David Gilbert 1
Alexander Andreychenko 1
Hui Chiang 1
Nikolas Kantas 1
Mischel Belderrain 1
Helcio Vieira 1
Vivek Gupta 1
Jingchen Liu 1
Hyo Ashihara 1
Séamus McLoone 1
Declan Delaney 1
Iain Phillips 1
José Hernández 1
John Granieri 1
Christopher Healey 1
Pasi Lassila 1
Dirk Kroese 1
Carey Williamson 1
Jerry Vos 1
James Gross 1
Michael Jonas 1
Mark Broadie 1
Yang Song 1
Ahmed Helmy 1
Haiyan Luo 1
Natalie Steiger 1
Jeffrey Joines 1
Kihong Park 1
Seksan Kiatsupaibul 1
Swaminathan Sureshchandran 1
Svend Frølund 1
I Chung 1
Ray Paul 1
TagGon Kim 1
Xiaobai Sun 1
Jeffrey Chase 1
Chihchieh Hsu 1
JEFF Hong 1
Shihhsiang Lo 1
Debasis Mitra 1
James Stascavage 1
Miguel Canales 1
Rony Flatscher 1
Edouard Bugnion 1
Colin Atkinson 1
Stuart Sechrest 1
Daniel Mc Clary 1
Benjamin Hamilton 1
Acácio Nova 1
Boaz Carmeli 1
Yevgeniy Vorobeychik 1
Denis Miretskiy 1
Samsun Lampotang 1
Ira Fischler 1
Rita Brandao 1
Avraham Shtub 1
Lalit Garg 1
Anand Natrajan 1
Liming Feng 1
Stephen Turner 1
Haidong Xue 1
Eunji Lim 1
Donato D’Ambrosio 1
Zsolt Haraszti 1
Victor Yau 1
Christian Schäfer 1
Dominic Lee 1
Shawn Simpson 1
Vineet Goyal 1
Mário Freire 1
Robert Foley 1

Affiliation Paper Counts
Banca d'Italia 1
Microsoft Research Cambridge 1
Statistical and Applied Mathematical Sciences Institute, USA 1
Indian School of Business 1
Brandenburg University of Technology Cottbus 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
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
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
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
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
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
Yale University 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
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
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
Sandia National Laboratories, California 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
Harbin Institute of Technology 1
Cass Business School 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
University of Nottingham 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
Brooklyn College 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
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
University of Oslo 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
Imperial College London 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
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
Democritus University of Thrace 3
Korea Advanced Institute of Science & Technology 3
University of the Saarland 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
University of Pittsburgh 4
SAIC 4
National Tsing Hua University 4
Technical University of Dresden 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
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
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
INRIA Institut National de Rechereche en Informatique et en Automatique 5
VA Medical Center 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
University of Illinois at Urbana-Champaign 6
Pennsylvania State University 6
Royal Institute of Technology 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
IBM Haifa Labs 6
Laval University 6
University of Rostock 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 Central Florida 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
Brunel University 9
Oak Ridge National Laboratory 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
IBM Thomas J. Watson Research Center 13
Carleton University 14
Naval Postgraduate School 14
New Jersey Institute of Technology 15
North Carolina State University 16
Northwestern University 16
Purdue University 16
Virginia Tech 16
University of California, Los Angeles 16
Cornell University 17
University of Montreal 17
National University of Singapore 17
University of Florida 21
Stanford University 23
Nanyang Technological University 24
Columbia University 26
Georgia Institute of Technology 47

ACM Transactions on Modeling and Computer Simulation (TOMACS) - Special Issue on ACAM and Special Issue Papers
Archive


2016
Volume 26 Issue 3, February 2016 Special Issue on ACAM and Special Issue 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
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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