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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) 1488
Downloads (12 Months) 13002
Downloads (cumulative) 250387
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
Junlan Zhou 3
Stephen Chick 3
Soumyadip Ghosh 3
Jürgen Eichenauer-Herrmann 3
Michel Mandjes 3
Russell Cheng 3
Rick Goh 2
Dashi Singham 2
George Riley 2
Paula Whitlock 2
Roman Chertov 2
Weibo Gong 2
Bernard Zeigler 2
Henrik Hult 2
Robert Sargent 2
Fernando Barros 2
Paul Glasserman 2
Bruno Preiss 2
Stephen Roberts 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
Paul Barton 2
Reid Ness 2
Bruce Schmeiser 2
Joel Esposito 2
Vijay Kumar 2
Takuji Nishimura 2
Ioannis Lambadaris 2
Vijay Madisetti 2
Osman Balci 2
Michel Broniatowski 2
Babak Falsafi 2
Sudhir Srinivasan 2
Bruno Tuffin 2
Ross Gore 2
Keith Ross 2
Jean Walrand 2
Zhengrong Ji 2
Lihyuan Deng 2
Maria Hybinette 2
Vivek Mishra 2
David Wood 2
Warren Powell 2
Lachlan Andrew 2
Dan Chen 2
Malcolmyoke Low 2
Busung Lee 2
Peter Hellekalek 2
Edward Lazowska 2
Hui Wang 2
Roland Ewald 2
Zengxiang Li 2
Marwan Krunz 2
James Nutaro 2
Ness Shroff 2
Samir Das 2
Robert Klein 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
Karl Entacher 2
Reiichiro Kawai 1
Ali Tafazzoli 1
Michael Garnsey 1
Roland Ibbett 1
Vernon Rego 1
Rayadurgam Srikant 1
Benjamin Lok 1
Darren Ong 1
Belgacem Bouzaïene-Ayari 1
Rami Puzis 1
Yariv Marmor 1
Sally McClean 1
Ken Fullerton 1
Michael Pagels 1
Ad Ridder 1
Kunchan Lan 1
Vittoria Personè 1
Evgenia Smirni 1
Sylvain Housseman 1
Nabil Absi 1
Dennis Schaeffer 1
J Jump 1
Sandhya Dwarkadas 1
Zisheng Chen 1
Samuel Ehrlichman 1
Matthew Carlyle 1
Xiadong Fu 1
J Townsend 1
Reuven Rubinstein 1
Jennifer Harlow 1
Anastassios Chassiakos 1
George Fishman 1
Etienne Kerre 1
Jurgen Martens 1
Jie Xu 1
Georgios Lolas 1
Anthony LaMarca 1
Ricki Ingalls 1
Douglas Morrice 1
Ivan Zorych 1
Ziyu Wang 1
Pedro Inácio 1
Chengshang Chang 1
Don Towsley 1
Alexander Tuzhilin 1
Anurag Kumar 1
Christian Leger 1
Francesco Presti 1
Pete Sanderson 1
Georgios Sirakoulis 1
Henri Casanova 1
Arnaud Legrand 1
Glenn Carl 1
Susan Lewis 1
Nugroho Pujowidianto 1
Jingjing Wang 1
Nael Abu-Ghazaleh 1
Xiaorong Li 1
Damian Dechev 1
Nigel Saunders 1
Sylvain Soliman 1
Srikanth Yoginath 1
Thomas Plagemann 1
Dagmar Iber 1
Ajay Jasra 1
Elena Ehrlich 1
Gongjun Xu 1
Norman Matloff 1
Ai Kuramoto 1
Daniel Heyman 1
Zhonge Xiao 1
Turgay Korkmaz 1
Tito Homem-de-Mello 1
Brian Merrell 1
James Swisher 1
Olaf Landsiedel 1
Glen Takahara 1
Jiangzhuo Chen 1
Suruchi Deodhar 1
Yifei Ma 1
Raed Al-Zubi 1
Benjamin Feng 1
Hussein Al-Zubaidy 1
John Reed 1
Luis Orozco-Barbosa 1
Robert Smith 1
Yanick Champoux 1
Paul Dupuis 1
Hans Vangheluwe 1
David Nagle 1
K Chandy 1
Olivier Teytaud 1
Wentoh Liao 1
Leonard Kleinrock 1
Lijun Wang 1
Roger Cooke 1
Taoying Farenhorst-Yuan 1
Thomas Stewart 1
Isi Mitrani 1
Trevor Mudge 1
Mendel Rosenblum 1
Huseyin Topaloglu 1
William Robinson 1
Demet Batur 1
Fred Howell 1
Turgay Celik 1
Cristian Borcea 1
Victor Chan 1
Brian Mark 1
Takayuki Osogami 1
Jim Williams 1
Margaret Loper 1
Minghsing Chiu 1
John Quarles 1
Jon Parker 1
William Spataro 1
Christine Currie 1
Elizabeth Corbett 1
Tirza Lauterman 1
Dagan Schwartz 1
Ohad Greenshpan 1
Evan Saltzman 1
Ernst Stadlober 1
Jim Chen 1
Raazesh Sainudiin 1
Rudolf Frühwirth 1
Matthew Chidester 1
Aleksandar Milenković 1
Milena Milenković 1
Peter Salemi 1
Giuliano Casale 1
Colm O'Cinneide 1
Matthias Falkner 1
Andrew Klapper 1
Mark Goresky 1
Ivo Adan 1
Ferdi Put 1
Vikas Jha 1
Andrew Whinston 1
Marc Suchard 1
Manuela Pereira 1
Hatem Sellami 1
Guanhua Yan 1
Sandeep Neema 1
Eugene Kerckhoffs 1
Nilay Argon 1
Enlu Zhou 1
Ronald Wolff 1
Qianli Su 1
George Michailidis 1
Siegfried Treu 1
Huashuai Qu 1
Arthur Voter 1
Gerardo Rubino 1
Cigdem Sengul 1
Mustafa Al-Bado 1
Tobias Helms 1
Ta Duong 1
Deli Zhang 1
Gilbert Hendry 1
Simon Shaw 1
Vera Goebel 1
Alfred Park 1
Seonghee Kim 1
Elvis Liu 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
Sandeep Gupta 1
Ayan Banerjee 1
Joshua Ferguson 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
Hui Wang 1
Taewoo Kim 1
Philip Fleming 1
Graham Birtwistle 1
James Sinclair 1
Xiong Lin 1
Éric Moulines 1
Constantinos Psomas 1
Guangwu Liu 1
José Fortes 1
Abdollah Afjeh 1
Gregory Follen 1
Brian Logan 1
Dimitrios Makrakis 1
Emily Lada 1
David Nicol 1
Wei Jin 1
Philippe Barbe 1
Christopher Carothers 1
Youngmi Jin 1
Milan Vojnović; 1
Gajanana Nadoli 1
Larry Soule 1
José Villén-Altamirano 1
Jeff Rothenberg 1
Harry Perros 1
Sridhar Ramesh 1
Wayne Loucks 1
Peter Epstein 1
Alvin Lebeck 1
Lawrence Williams 1
Bedi̇r Tekinerdoğan 1
Cherung Lee 1
Helen Karatza 1
Seungho Lee 1
Youngjun Son 1
Sudip Seal 1
Joshua Epstein 1
Meytal Tubi 1
Sergey Zeltyn 1
Avishai Mandelbaum 1
Thomas Page 1
Andrea Bonarini 1
Feng Gu 1
George O'Brien 1
Ram Rajagopal 1
Katia Obraczka 1
Haralampos Hatzikirou 1
Jens Svensson 1
Benjamin Melamed 1
Firas Hamze 1
Denis Choquet 1
Ioannis Pachoulakis 1
Ashvin Radiya 1
Yannis Smaragdakis 1
Ákos Lédeczi 1
James Davis 1
Chiali Wang 1
Mohamed Khadiri 1
Danny Perez 1
Karl Kienitz 1
Ericcao Ni 1
Timothy Davis 1
Isaku Wada 1
James Enns 1
Kellogg Booth 1
Ernest Houck 1
Joseph Kearney 1
Yiannis Papelis 1
James Cremer 1
Jorma Virtamo 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
Song Ci 1
Sandeep Gupta 1
Gaurav Sharma 1
Changhee Joo 1
Kevin Healy 1
Marco Roccetti 1
Marco Bernardo 1
Anna Lawniczak 1
Come Raczy 1
Alan Krantz 1
Ke Pan 1
Na Li 1
Bahar Biller 1
Su Deng 1
Segev Wasserkrug 1
Ihab Hamadeh 1
Robert Felderman 1
Hermann Thorisson 1
Manuel Villén-Altamirano 1
Yuhjeng Lee 1
David Miller 1
Cesar Neto 1
Raúl Rodríguez-Rubio 1
Andrés Suárez-González 1
Tamer Bacsar 1
Jörg Sack 1
Takeshi Tokuyama 1
Richard Uhlig 1
Dimitrios Stiliadis 1
Rassul Ayani 1
Axel Hein 1
Honggang Wang 1
Yenlin Chia 1
James Yan 1
TongqiangTony Wu 1
Alan Whisman 1
Stylianos Zikos 1
Mostafa Bassiouni 1
Pankaj Garg 1
Felipe Knop 1
Lancelot James 1
Hans Künsch 1
Louis Birta 1
Victor Tay 1
Abdeslem Boukhtouta 1
Chanan Glezer 1
Salvatore Di Gregorio 1
Sara Tzafrir 1
Yossi Mesika 1
Rolf Waeber 1
Vladislav Petkov 1
Alan George 1
Terry Young 1
Dominique Feillet 1
Burton Simon 1
John Tufarolo 1
Peter Buchholz 1
Sumeetpal Singh 1
Nick Whiteley 1
Vladimir Protopopescu 1
A Dieker 1
Marvin Nakayama 1
K Erickson 1
Fang Chu 1
Yujing Wu 1
Yong Liu 1
Yu Gu 1
Okan Topçu 1
Michail Tsompanas 1
Lucas Schnorr 1
Paul Wilson 1
Steve Counsell 1
Yingchao Hung 1
Pontus Matstoms 1
Susan Mniszewski 1
Stefan Rybacki 1
Jie Jiang 1
Yong Teo 1
Rong Rong 1
Monika Heiner 1
Dong Jin 1
Agostino Dovier 1
Paul Sanchez 1
Debarghya Ghoshdastidar 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
Zahra Abbasi 1
Xenofontas Dimitropoulos 1
Dmitri Krioukov 1
Deniz Cicek 1
Brad Johnson 1
Henri Faure 1
Pierre Bremaud 1
Dalei Wu 1
Ravi Mazumdar 1
Mark Lundstrom 1
Philip Wilsey 1
David Talby 1
Dror Feitelson 1
David Messerschmitt 1
Bruce Cota 1
Arnold Buss 1
Dhananjaimadhava Rao 1
PeiChi Wu 1
Valerie Demers 1
Pirooz Vakili 1
Karmeshu 1
James Hoe 1
Jie Xu 1
Donghai He 1
Tsunyi Tuan 1
Soranun Jiwasurat 1
Sanguthevar Rajasekaran 1
Pieter Mosterman 1
George Rouskas 1
Ignacio Martinez-Moyano 1
Thomas Kühne 1
Stephen Herrod 1
Rajeev Shorey 1
Antonis Sidiropoulos 1
Claudia Antonini 1
Mario Cin 1
Yang Hong 1
Josiane Nzouonta 1
Abraham George 1
Rocco Rongo 1
Yi Ding 1
Fatma Ozmizrak 1
Jean Berger 1
Georgina Mellor 1
Pnina Vortman 1
Murat Gunal 1
Bradford Canova 1
John Drew 1
Agnes Fussl 1
Arwa Jamjoom 1
Jun Yin 1
Steffen Strassburger 1
Navonil Mustafee 1
Andrea Santoro 1
J Wegman 1
David Everitt 1
Nicolas Chopin 1
Virgile Caron 1
Weicherng Liao 1
Jingxiang Luo 1
Adam Schwartz 1
Zhaolin Hu 1
Anand Vidyashankar 1
Andreas Deutsch 1
Richard Ladner 1
Tainchi Lu 1
Mingtang Lin 1
David Madigan 1
Ora Percus 1
R Randhawa 1
Denis Laurendeau 1
Johan Olstam 1
Jan Lundgren 1
Jacobus Rooda 1
Kai Strunz 1
Simon Rosenfeld 1
Minghua Hsieh 1
Xiang Zhou 1
Susan Hunter 1
David Kamensky 1
Dmitry Ponomarev 1
François Fages 1
Stein Kristiansen 1
Ernstmoritz Hahn 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
Alessandro Aldini 1
Roberto Gorrieri 1
Mordechay Levin 1
Henryk Fukś 1
Rajeeva Karandikar 1
Wanmo Kang 1
Tatiana Zaburnenko 1
Charles Overstreet 1
Radharamanan Radhakrishnan 1
Sanqi Li 1
Sujin Kim 1
Bennett Fox 1
Hany Ammar 1
Ting Li 1
Héctor Cancela 1
Christoph Junghans 1
Stephan Eidenbenz 1
Mamadou Seck 1
Ovidiu Parvu 1
David Gilbert 1
Nelson Fonseca 1
Greg Lomow 1
Daniel Lewandowski 1
Radboud Tebbens 1
Roland Wunderlich 1
Robert Firby 1
José LóPez-Ardao 1
Stephen Conrad 1
François Baccelli 1
Ian Macintyre 1
Edward Lee 1
Kiran Rege 1
Athena Vakali 1
Dimitrios Katsaros 1
Melike Meterelliyoz 1
P Coe 1
John Shortle 1
Guoqi Qian 1
Theresa Roeder 1
Werner Scheinhardt 1
Hong Wan 1
Kenneth Hardis 1
Reuben Pasquini 1
Edward Mascarenhas 1
Yehching Chung 1
Michael Amrein 1
Feng Tian 1
Judy Jin 1
Shlomi Dolev 1
Kobi Moskovitch 1
Sergev Wasserkrug 1
Maria Barton 1
Peter Ware 1
Peter Frazier 1
Lawrence Leemis 1
Heinz Zechner 1
M Keane 1
Victor Mak 1
Gloria Teng 1
Jinho Lee 1
Tillal Eldabi 1
Stéphane Dauzère-Pérès 1
Gianluca Bontempi 1
Frank Emmerich 1
Sylvain Le Corff 1
Nicolas Sendrier 1
Alexander Andreychenko 1
Hui Chiang 1
Frits Dannenberg 1
Ferdinando Fioretto 1
Mischel Belderrain 1
Helcio Vieira 1
Nikolas Kantas 1
Vivek Gupta 1
Jingchen Liu 1
Iain Phillips 1
José Hernández 1
Séamus McLoone 1
Declan Delaney 1
Hyo Ashihara 1
John Granieri 1
Christopher Healey 1
Carey Williamson 1
Dirk Kroese 1
Pasi Lassila 1
James Gross 1
Jerry Vos 1
Michael Jonas 1
Mark Broadie 1
Haiyan Luo 1
Yang Song 1
Ahmed Helmy 1
Ray Paul 1
Debasis Mitra 1
Natalie Steiger 1
Jeffrey Joines 1
Seksan Kiatsupaibul 1
TagGon Kim 1
Xiaobai Sun 1
Jeffrey Chase 1
Kihong Park 1
Rony Flatscher 1
Chihchieh Hsu 1
James Stascavage 1
JEFF Hong 1
Miguel Canales 1
Colin Atkinson 1
Stuart Sechrest 1
Edouard Bugnion 1
Daniel Mc Clary 1
Swaminathan Sureshchandran 1
Svend Frølund 1
Winfried Grassmann 1
Hernan Awad 1
Byoung Choi 1
Donghun Kang 1
Leila Setayeshgar 1
Chungnan Lee 1
Nando De Freitas 1
Paulo Monteiro 1
Shuo Pan 1
Christian Gagné 1
Robert Leachman 1
Quan Lu 1
Maged Dessouky 1
Aditya Agrawal 1
Hendrik Van Landeghem 1
Christoforos Kachris 1
Pedro Velho 1
Vinoth Suryanarayanan 1
Scott Kaplan 1
François Panneton 1
Philip Kiviat 1
Benjamin Zorn 1
Yevgeniy Vorobeychik 1
Denis Miretskiy 1
Rita Brandao 1
Acácio Nova 1
Shihhsiang Lo 1
Samsun Lampotang 1
Ira Fischler 1
Benjamin Hamilton 1
Donato D’Ambrosio 1
Boaz Carmeli 1
Avraham Shtub 1
Lalit Garg 1
Haidong Xue 1
Hongquan Xu 1
John Heidemann 1
Vittorio Cortellessa 1
Taesik Lee 1
Anand Natrajan 1
Liming Feng 1
Stephen Turner 1
Eunji Lim 1
Zsolt Haraszti 1
Victor Yau 1
Christian Schäfer 1
Dominic Lee 1
André Seznec 1
Jianlong Zhang 1
Martin Nielsen 1
Shawn Simpson 1
Mário Freire 1
Robert Foley 1
Sudhakar Yalamanchili 1
Vineet Goyal 1
Koichiro Inoue 1
Carmen Bobeanu 1
Jiaqiao Hu 1
Qi Fan 1
V Bos 1
Benjamin Stopford 1
Donald Iglehart 1
Wayne Holland 1
Pablo Sánchez 1
Ravi Sharma 1
Dirk Grunwald 1
Anja Feldmann 1
Jun Yuan 1
I Chung 1
Alexander Verbraeck 1
Fei Liu 1
Gabriel Wainer 1
Enrico Pontelli 1
Jakob Ruess 1
John Lygeros 1
Clemens Schwaninger 1
Vinod Tipparaju 1
Christopher Healey 1
Peter Haas 1
Aaron McCoy 1
Tomás Ward 1
Jonathan Crabtree 1
JyaJang Tsai 1
Juta Pichitlamken 1
Donghua Xu 1
Georg Kunz 1
Michael North 1
Duncan Murdoch 1
Amin Vahdat 1
Robert O'Keefe 1
John Duva 1
Christiane Lemieux 1
Nirav Kapadia 1
Martin Stytz 1
Krishnan Kumaran 1
Michael Lees 1
Stanislav Volkov 1
Zelda Zabinsky 1
Marissa Borrego 1
Gary Tan 1
J Yu 1
Hyungwook Park 1
Zhanpeng Jin 1
Allen Cheng 1
N Hemachandra 1
Paul Bratley 1
ShingHoi Lee 1
Holger Grothe 1
ChaKun Lee 1
Søren Asmussen 1
Thomas Wenisch 1
Georg Pflug 1
Cándido López-García 1
Manuel Fernández-Veiga 1
Deniz Cetinkaya 1
Eliot Rich 1
Taeshin Park 1
Scott Devine 1
Anujan Varma 1
Robert Ronngren 1
Konstantinos Stamos 1
Sumit Kunnumkal 1
Marius Hofert 1
Hannes Leeb 1
Donald Gross 1
Chenxin Li 1
Wai Kin 1
Linbo Luo 1
Yuval Elovici 1
Giuseppe Trunfio 1
Fuad Basis 1
Chris Tofts 1
Xiaolin Hu 1
Halim Damerdji 1
Sylvia Frühwirth-Schnatter 1
Pétros Ioannou 1
Jurgen Doornik 1
Maysoon Abulkhair 1
Michael Pidd 1
ShingGang Kou 1
WuLin Chen 1
Mary Bailey 1
Simon Taylor 1
Alejandro Hernandez 1
Kangsun Lee 1
Amandine Schreck 1
Fragkiskos Papadopoulos 1
Konstantinos Psounis 1
Andreas Reppas 1
Wenyang Hsia 1
Patrick Ryan 1
Xi Chen 1
Yorai Wardi 1
Karl Sigman 1
François De Rainville 1
Vishal Misra 1
Mikael Adlers 1
D Van Beek 1
Mehmet Adak 1
Halit O&gcaron;uztuzun 1
Boonping Gan 1
Kurt Rohloff 1
David Love 1
Güzin Bayraksan 1
Matthew Sottile 1
Jason Dagit 1
Claudia Szabo 1
Miguel Erazo 1
Linar Mikeev 1
Verena Wolf 1
Marta Kwiatkowska 1
Denis Menshykau 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
Zdravko Botev 1
Jie Li 1
Xizhou Feng 1
Levent Yilmaz 1
Huw Davies 1
Kimmo Raatikainen 1
JéRôMe Talim 1
HaiFeng Guo 1
Yuguang Fang 1
Sheila Banks 1
Adi Raveh 1
José Gallardo 1
Chengjye Luh 1
Weelit Koh 1
David Hardaker 1
Pieter De Boer 1
Gilberto Mayor 1
John Biegel 1
Mingjian Yuan 1
Anoop Gupta 1
David Andersen 1
Jie Liu 1
George Pallis 1
Yannis Manolopoulos 1
Guy Schiavone 1
Roman Rozin 1
Kayhan İmre 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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