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Variance and Derivative Estimation of Virtual Performance

Virtual performance is a class of time-dependent performance measures conditional on a particular event occurring at time τ0 for a (possibly)... (more)

Reusing Search Data in Ranking and Selection: What Could Possibly Go Wrong?

It is tempting to reuse replications taken during a simulation optimization search as input to a ranking-and-selection procedure. However, even when the random inputs used to generate replications are identically distributed and independent within and across systems, we show that for searches that use the observed performance of explored systems to... (more)

Replicated Computations Results (RCR) Report for “Reusing Search Data in Ranking and Selection: What Could Possibly Go Wrong?”

“Reusing Search Data in Ranking and Selection: What Could Possibly Go Wrong?” [2] by... (more)

Exact Simulation for a Class of Tempered Stable and Related Distributions

In this article, we develop a new scheme of exact simulation for a class of tempered stable (TS) and other related distributions with similar Laplace... (more)

Statistical Analysis of Simulation Output from Parallel Computing

This article addresses statistical output analysis of transient simulations in the parallel computing environment with fixed computing time. Using... (more)

Path-ZVA: General, Efficient, and Automated Importance Sampling for Highly Reliable Markovian Systems

We introduce Path-ZVA: an efficient simulation technique for estimating the probability of reaching a rare goal state before a regeneration state in a (discrete-time) Markov chain. Standard Monte Carlo simulation techniques do not work well for rare events, so we use importance sampling; i.e., we change the probability measure governing the Markov... (more)

Efficient Simulation for Expectations over the Union of Half-Spaces

We consider the problem of estimating expectations over the union of half-spaces. Such a problem arises in many applications such as option pricing... (more)

Controlling the Time Discretization Bias for the Supremum of Brownian Motion

We consider the bias arising from time discretization when estimating the threshold crossing probability w(b) := P(suptε [0,1] Bt > b),... (more)

NEWS

Reproducibility Board

June 2018

TOMACS establishes a reproducibility board. Its members will take an active role in reproducing computational results and in evaluating modeling and simulation artifacts, as well as in fine tuning the overall process. 

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MS:STAROC A Survey of Statistical Model Checking published

February 2018

In the TOMACS series  "State of the Art and Open Challenges" (MS:STAROC) the paper "A Survey of Statistical Model Checking", by Gul Agha and Karl Palmskog has been published.

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Special Issue: Toward an Ecosystem of Models and Data

January 2018

A special issue based on the 2017 Informs Simulation Society Research Workshop (I-Sim 2017) will appear in 2019, guest edited by Peter J. Haas and Georgios Theodoropoulos.

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Forthcoming Articles

Replicated Computations Results (RCR) Report for "Fast Random Integer Generation in an Interval"

Fast Random Integer Generation in an Interval

In simulations, probabilistic algorithms and statistical tests, we often generate random integers in an interval (e.g., [0,s)). For example, random integers in an interval are essential to the Fisher-Yates random shuffle. Consequently, popular languages like Java, Python, C++, Swift and Go include ranged random integer generation functions as part of their runtime libraries. Pseudo-random values are usually generated in words of a fixed number of bits (e.g., 32~bits, 64~bits) using algorithms such as a linear congruential generator. We need functions to convert such random words to random integers in an interval ($[0,s)$) without introducing statistical biases. The standard functions in programming languages such as Java or Go involve integer divisions. Unfortunately, division instructions are relatively expensive. We review an unbiased function to generate ranged integers from a source of random words that avoids integer divisions with high probability. To establish the practical usefulness of the approach, we show that this algorithm can multiply the speed of unbiased random shuffling on x64 processors. Our proposed approach has been adopted by the Go language for its implementation of the shuffle function.

Combining Simulation and Emulation Systems for Smart Grid Planning and Evaluation

Software-defined networking (SDN) enables efficient network management. As the technology matures, utilities are looking to integrate those benefits to their operations technology (OT) networks. To help the community to better understand and evaluate the effects of such integration, we develop DSSnet, a testing platform that combines a power distribution system simulator and an SDN-based network emulator for smart grid planning and evaluation. DSSnet relies on a container-based virtual time system to achieve efficient synchronization between the simulation and emulation systems. To enhance the system scalability and usability, we extend DSSnet to support the distributed controller environment. To enhance system fidelity, we extend the virtual time system to support kernel-based switches. We also evaluate the system performance of DSSnet and demonstrate the usability of DSSnet with a resilient demand response application case study.

Modeling Large-Scale Slim Fly Networks Using Parallel Discrete-Event Simulation

As supercomputers approach exascale performance, the increased number of processors translates to an increased demand on the underlying network interconnect. The slim fly network topology, a new low-diameter, low-latency, and low-cost interconnection network is gaining interest as one possible solution for next-generation supercomputing interconnect systems. In this paper, we present a high-fidelity slim fly flit-level model leveraging the Rensselaer Optimistic Simulation System (ROSS) and Co-Design of Exascale Storage (CODES) frameworks. We validate our slim fly model with published work. slim fly model results provided at moderately sized network scales. We further scale the model size up to an unprecedented 1 million compute nodes; and through visualization of network simulation metrics such as link bandwidth, packet latency, and port occupancy, we provide insight into the network behavior. In addition to synthetic workloads, we evaluate the large-scale slim fly models with real communication workloads from applications in the Design Forward program. We also show linear strong scaling of the slim fly model on an Intel cluster achieving a peak event rate of 36 million events per second using 128 MPI tasks to process 7 billion events.

Efficient Parallel Simulation over Large-scale Social Contact Networks

Social contact network (SCN) models the daily contacts between people in real life. It consists of agents and locations. When agents visit a location at the same time, the social interactions can be established among them. Simulations over SCN have been employed to study social dynamics such as disease spread among population. Because of the scale of SCN and the execution time requirement, the simulations are usually run in parallel. However, a challenge to the parallel simulation is that the structure of SCN is naturally skewed with a few hub locations that have far more visitors than others. These hub locations can cause load imbalance and heavy communication between partitions, which therefore impact the simulation performance. This paper proposes a comprehensive solution to address this challenge. Firstly, the hub locations are decomposed into small locations, so that SCN can be divided into partitions with better balanced workloads. Secondly, the agents are decomposed to exploit data locality, so that the overall communication across partitions can be greatly reduced. Thirdly, two enhanced execution mechanisms are designed for locations and agents respectively to improve simulation parallelism. To evaluate the efficiency of the proposed solution, an epidemic simulation was developed and extensive experiments were conducted on two computer clusters using three SCN data sets with different scales. The results demonstrate that our approach can significantly improve the execution performance of the simulation.

Visual Analytics to Identify Temporal Patterns and Variability in Simulations from Cellular Automata

Cellular Automata (CA) models are discrete simulation models, in which a collection of cells placed in a regular spatial configuration change state over a number of time steps. Running an experiment produces spatio-temporal data and multi-run data (as multiple runs are employed for stochastic models). Visually navigating such data proves arduous, as the commonly employed slider-based visualizations offer little support to identify temporal trends or assess where a model's uncertainty may be excessive. In this paper, we designed and implemented a new visualization environment dealing with the spatio-temporal, multi-run data produced by CA. This new environment uses several linked visualizations, and focuses on the identifying of temporal trends and uncertainty. We conducted an empirical evaluation of this new environment to (i) assess whether important tasks for modelers can be performed efficiently with this environment, (ii) examine how performances are influenced by key simulation factors, and (iii) identify whether modelers can use the familiar slider-based visualization together with our new environment. Our results shows that participants were confident on results obtained using our new environment. They were also able to accomplish tasks without taking longer than they would with current solutions. Our qualitative analysis found that some participants saw value switching between our proposed visualization and the commonly used slider-based version. In addition, we noted that errors were affected not only by the type of visualizations by also by specific features of the simulations. Future work should explore combining and adapting these visualizations depending on salient parameters from the simulations.

Managing Pending Events in Sequential & Parallel Simulations using 3-Tier Heap & 2-Tier-Ladder Queue

Performance of sequential and parallel Discrete Event Simulation (DES) is strongly influenced by the data structure used for managing and processing pending events. Accordingly, we propose and evaluate the effectiveness of our multi-tiered (2 and 3 tier) data structures and our 2-tier Ladder Queue, for both sequential and optimistic parallel simulations on distributed memory platforms. Our experiments compare the performance of our data structures against a performance-tuned version of the Ladder Queue, which has shown to outperform many other data structures for DES. The core simulation-based empirical assessments are in C++ and are based on 2,500 configurations of well-established PHOLD and PCS benchmarks. We have conducted analyses on two computing clusters with different hardware to ensure our results are reproducible. Moreover, to fully establish the robustness of our analysis and data structures, we have also implemented pertinent queues in Java and verified consistent, reproducible performance characteristics. Collectively, our analyses show that our 3-tier heap and 2-tier ladder queue outperform the Ladder Queue by 60× in some simulations, particularly those with higher concurrency per Logical Process (LP), in both sequential and Time Warp synchronized parallel simulations.

Ranking and Selection: A New Sequential Bayesian Procedure for Use with Common Random Numbers

We introduce a new concept for selecting the best alternative out of a given set of systems which are evaluated with respect to their expected performances. We assume that the systems are simulated on a computer and that a joint observation of all systems has a multivariate normal distribution with \emph{unknown mean} and \emph{unknown covariance} matrix. In particular, the observations of the systems may be stochastically dependent as it is the case if common random numbers are used for the simulation. The main application we have in mind is heuristic stochastic optimization where systems are different solutions to an optimization problem with random inputs. We repeatedly allocate a fixed budget of simulation runs to the alternatives. We use a Bayesian setup with an uninformative prior and allocate the simulation budget based on the posterior distribution of the observations until the ranking and selection decision is correct with a given high probability. We introduce a new simple allocation strategy that is directly connected to the error probabilities calculated before. The necessary posterior distributions can only be approximated, but we give extensive empirical evidence that the error made is well below the given bounds. Our extensive test results show that our procedure \BayesRS uses less simulations than comparable procedures from the literature in different correlation scenarios. At the same time \BayesRS needs no additional prior parameters and can cope with different types of ranking and selection tasks.

Guest Editorial for the TOMACS Special Issue on the Principles of Advanced Discrete Simulation (PADS) 2018

Bibliometrics

Publication Years 1991-2018
Publication Count 546
Citation Count 4912
Available for Download 546
Downloads (6 weeks) 1061
Downloads (12 Months) 12938
Downloads (cumulative) 281075
Average downloads per article 515
Average citations per article 9
First Name Last Name Award
Mostafa Ammar ACM Fellows (2003)
Kellogg S. Booth ACM Distinguished Member (2009)
ACM Senior Member (2009)
Edouard Bugnion ACM Fellows (2017)
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)
Richard M Fujimoto ACM Fellows (2017)
Albert G Greenberg ACM Fellows (2006)
Peter Haas ACM Fellows (2013)
Philip Heidelberger ACM Gordon Bell Prize (2006)
ACM Fellows (1996)
John Heidemann ACM Senior Member (2007)
Ahmed A Helmy ACM Distinguished Member (2014)
ACM Senior Member (2012)
Leonard Kleinrock ACM Fellows (2000)
Marta Kwiatkowska ACM Fellows (2016)
Richard E. Ladner ACM Fellows (1995)
Edward Lazowska ACM Distinguished Service Award (2009)
ACM Presidential Award (2005)
ACM Fellows (1995)
Yi-Bing Lin ACM Fellows (2003)
Margaret Loper ACM Senior Member (2009)
Malcolm Low ACM Senior Member (2017)
Madhav Marathe ACM Fellows (2013)
Vishal Misra ACM Senior Member (2013)
Trevor Mudge ACM Fellows (2016)
ACM-IEEE CS Eckert-Mauchly Award (2014)
Richard E Nance ACM Fellows (1996)
David M Nicol ACM Fellows (2005)
Michael John North ACM Senior Member (2007)
Eliot Rich ACM Senior Member (2016)
Mendel Rosenblum ACM Software System Award (2009)
ACM Fellows (2008)
ACM Doctoral Dissertation Award (1992)
Keith Ross ACM Fellows (2012)
Andre Seznec ACM Fellows (2016)
Xian-He Sun ACM Senior Member (2009)
Donald F Towsley ACM Fellows (1997)
Brian W. Unger ACM Senior Member (2009)
Amin Vahdat ACM Fellows (2011)
David A Wood ACM Fellows (2005)
Benjamin G Zorn ACM Distinguished Member (2011)

First Name Last Name Paper Counts
Peter Glynn 15
Barry Nelson 14
Pierre L'Ecuyer 11
Paul Fishwick 9
Shane Henderson 9
Sandeep Juneja 8
Wentong Cai 8
David Nicol 8
Shalabh Bhatnagar 7
Makoto Matsumoto 7
Richard Fujimoto 7
Marvin Nakayama 7
David Goldsman 7
Philip Heidelberger 7
Kalyan Perumalla 7
Christos Alexopoulos 6
Stephen TURNER 6
Wolfgang Hörmann 6
Sigrún Andradóttir 6
Lee Schruben 5
James Calvin 5
Adelinde Uhrmacher 5
Harald Niederreiter 5
Perwez Shahabuddin 5
Jose Blanchet 5
Yibing Lin 5
Michel Mandjes 5
Francesco Quaglia 4
Enver Yücesan 4
Shu Tezuka 4
Victor Nicola 4
Raghu Pasupathy 4
Paul Reynolds, 4
Felisa Vázquez-Abad 4
Ernest Page 4
Josef Leydold 4
Michael Devetsikiotis 4
Gerhard Derflinger 4
James Wilson 4
Rajive Bagrodia 4
Art Owen 3
Stefan Wegenkittl 3
Yoshiharu Kurita 3
Boris Lubachevsky 3
Bruno Tuffin 3
Chunhung Chen 3
Seonghee Kim 3
Raymond Couture 3
Sigrún Andradóttir 3
Luc Devroye 3
Kevin Leder 3
Mineo Takai 3
Jane Hillston 3
Michael Fu 3
Soumyadip Ghosh 3
Jürgen Eichenauer-Herrmann 3
George Riley 3
Stephen Chick 3
Susan Sanchez 3
Junlan Zhou 3
Szuhui Ng 3
Ward Whitt 3
George Kesidis 3
Russell Cheng 3
Georgios Theodoropoulos 3
Jeremy Staum 3
Bruce Schmeiser 3
Suiping Zhou 3
Wei Xie 3
Saikou Diallo 2
Vashti Galpin 2
Sheldon Jacobson 2
David Wood 2
Alan Weiss 2
Karl Entacher 2
Weibo Gong 2
Roman Chertov 2
Fernando Barros 2
Rick Goh 2
Bernard Zeigler 2
Paula Whitlock 2
Bruno Preiss 2
Dashi Singham 2
Dong Jin 2
Stephen Roberts 2
Paul Glasserman 2
Robert Sargent 2
Susan Hunter 2
Sonia Fahmy 2
Werner Scheinhardt 2
Murat Kulahci 2
Teunis Ott 2
Alessandro Aldini 2
Maurice Beek 2
Michele Loreti 2
Kyoungkuk Kim 2
Bruce Ankenman 2
Jose Padilla 2
Violet Syrotiuk 2
Albert Greenberg 2
Donato D’Ambrosio 2
Gersende Fort 2
Sudhakar Yalamanchili 2
Changcheng Huang 2
Robert Dittus 2
Liu Hong 2
Alessandro Pellegrini 2
Paul Barton 2
Daan Crommelin 2
Joel Esposito 2
Vijay Kumar 2
Richard Nance 2
Michael Lees 2
Reid Ness 2
Henrik Hult 2
Osman Balci 2
Sudhir Srinivasan 2
Michel Broniatowski 2
Babak Falsafi 2
Vijay Madisetti 2
Takuji Nishimura 2
Ioannis Lambadaris 2
Bruno Tuffin 2
Ross Gore 2
Busung Lee 2
Edward Lazowska 2
Ajay Jasra 2
Warren Powell 2
William Spataro 2
Peter Hellekalek 2
Lihyuan Deng 2
Keith Ross 2
Giuliano Casale 2
Lachlan Andrew 2
Maria Hybinette 2
Jean Walrand 2
Vivek Mishra 2
Srikanth Yoginath 2
Dan CHEN 2
Malcolmyoke Low 2
Zhengrong Ji 2
Hui Wang 2
Thomas Lucas 2
Ness Shroff 2
James Nutaro 2
Bert Zwart 2
Christopher Carothers 2
Bernd Heidergott 2
Samir Das 2
Zengxiang Li 2
Tobias Helms 2
Roland Ewald 2
Robert Klein 2
Marwan Krunz 2
Loohay Lee 2
Jason Liu 2
Justin LaPre 1
Hussein Al-Zubaidy 1
Raed Al-Zubi 1
Benjamin Melamed 1
Xiong Lin 1
Harry Perros 1
Sridhar Ramesh 1
Cigdem Sengul 1
Mustafa Al-Bado 1
Gerardo Rubino 1
Feng Gu 1
Arthur Voter 1
Bradley Mitchell 1
Wei Jin 1
Dimitrios Makrakis 1
Jens Svensson 1
Ilchul Moon 1
Pooja Aggarwal 1
Philippe Barbe 1
Graham Birtwistle 1
Thomas Page 1
Stephen Eick 1
Ruth Davies 1
Joshua Epstein 1
Sudip Seal 1
Meytal Tubi 1
Sergey Zeltyn 1
Avishai Mandelbaum 1
Éric Moulines 1
Firas Hamze 1
Jane Douglas 1
Ioannis Pachoulakis 1
José Villén-Altamirano 1
Gajanana Nadoli 1
Michele Amoretti 1
Ferruccio Damiani 1
Fred Hickernell 1
Abdollah Afjeh 1
Gregory Follen 1
Jacobus Rooda 1
Rajeev Shorey 1
Mario Cin 1
Fatma Ozmizrak 1
David Everitt 1
Antonis Sidiropoulos 1
Arwa Jamjoom 1
PeiChi Wu 1
David Talby 1
Dror Feitelson 1
David Messerschmitt 1
Debarghya Ghoshdastidar 1
Rong Rong 1
Yong Teo 1
Stefan Rybacki 1
Yang Hong 1
Josiane Nzouonta 1
Dohyun Ahn 1
Hongbiao Zhao 1
Jie Xu 1
Donghai He 1
Karmeshu 1
Minghua Hsieh 1
Jingxiang Luo 1
Stephen Herrod 1
Weicherng Liao 1
Paul Sanchez 1
Valerie Demers 1
Soranun Jiwasurat 1
Ignacio Martinez-Moyano 1
Pirooz Vakili 1
J Wegman 1
Songhee Kim 1
Nicholson Collier 1
Brian Unger 1
Richard Ladner 1
Mingtang Lin 1
Tainchi Lu 1
Madhav Marathe 1
Zahra Abbasi 1
Deniz Cicek 1
Anup Mokashi 1
Shea Miller 1
Andreas Deutsch 1
Giuseppe Filippone 1
Alfred Park 1
Zhaolin Hu 1
Anand Vidyashankar 1
Gul Agha 1
Agostino Dovier 1
Jiehong Jiang 1
Monika Heiner 1
Ora Percus 1
Bruce Cota 1
Pierre Brémaud 1
Yiping Yao 1
Adnan Haider 1
Yadong Xu 1
Ravi Mazumdar 1
Dalei Wu 1
Shuo Pan 1
Lawrence Leemis 1
Peter Frazier 1
Nelson Fonseca 1
José López-Ardao 1
Xiang Zhou 1
David Kamensky 1
Dmitry Ponomarev 1
Waikin Chan 1
Sanqi Li 1
Mordechay Levin 1
Henryk Fukś 1
Christian Gagné 1
Paulo Monteiro 1
Edward Lee 1
Taggon Kim 1
Robert Leachman 1
Quan Lu 1
Maged Dessouky 1
Hernan Awad 1
Kenneth Hardis 1
Yan Zhou 1
Claude Overstreet 1
Peter Ware 1
Melike Meterelliyoz 1
I Wang 1
Shlomi Dolev 1
Tillal Eldabi 1
Kobi Moskovitch 1
Sergev Wasserkrug 1
Maria Barton 1
Stéphane Dauzère-Pérès 1
Nicolas Sendrier 1
Philip Kiviat 1
Sylvain Le Corff 1
Gloria Teng 1
Nando De Freitas 1
Gleb Beliakov 1
Roland Wunderlich 1
François Baccelli 1
Dario Burato 1
Matteo Sottana 1
Alberto Lafuente 1
Antonio Scala 1
Stephen Gilmore 1
Radharamanan Radhakrishnan 1
John Shortle 1
Vincenzo Catania 1
Maurizio Palesi 1
Xiaolin Hu 1
Lewis Ntaimo 1
Scott Kaplan 1
Aditya Agrawal 1
Robert Firby 1
Ian Macintyre 1
Kiran Rege 1
Heinz Zechner 1
Guoqi Qian 1
Theresa Roeder 1
Athena Vakali 1
Dimitrios Katsaros 1
Byoung Choi 1
Donghun Kang 1
Pedro Velho 1
Vinoth Suryanarayanan 1
Leila Setayeshgar 1
P Coe 1
Reuben Pasquini 1
Edward Mascarenhas 1
Greg Lomow 1
Sujin Kim 1
Ambedkar Dukkipati 1
Stein Kristiansen 1
Victor Mak 1
Michael Amrein 1
David Eckman 1
Krzysztof Bisewski 1
Hong Wan 1
Hendrik Van Landeghem 1
José Fortes 1
Jun Wang 1
Richard Simard 1
Charles Sutton 1
Tiancheng Song 1
Yannis Smaragdakis 1
Ákos Lédeczi 1
James Davis 1
Chiali Wang 1
Jeff Rothenberg 1
Wayne Loucks 1
Peter Epstein 1
Brian Logan 1
Lawrence Williams 1
Elvis Liu 1
Seonghee Kim 1
Alfred Park 1
Ta Duong 1
Vera Goebel 1
Deli Zhang 1
Gilbert Hendry 1
Denis Choquet 1
Pieter De Boer 1
Angelos Dassios 1
Taewoo Kim 1
Alvin Lebeck 1
Constantinos Psomas 1
Ram Rajagopal 1
Katia Obraczka 1
Helen Karatza 1
Seungho Lee 1
Youngjun Son 1
Youngmi Jin 1
Milan Vojnović; 1
Aya Wallwater 1
Ashvin Radiya 1
Raymond Myers 1
James Sinclair 1
Andrea Bonarini 1
Larry Soule 1
Sandeep Gupta 1
Jinho Lee 1
Winfried Grassmann 1
Tatiana Zaburnenko 1
Wanmo Kang 1
Rajeeva Karandikar 1
Feng Tian 1
Judy Jin 1
Stephen Conrad 1
Bennett Fox 1
Daniel Lewandowski 1
Radboud Tebbens 1
François Panneton 1
Benjamin Zorn 1
Javier Aracil 1
Joan Donohue 1
Gianluca Bontempi 1
Chungnan Lee 1
Roberto Gorrieri 1
Keith Bisset 1
Cheng Li 1
Christoforos Kachris 1
Davide Marocco 1
Mostafa Ammar 1
Vladimir Adam 1
Anastasis Georgoulas 1
Guid Sanguinetti 1
Ernstmoritz Hahn 1
François Fages 1
Yehching Chung 1
Hany Ammar 1
Michael Keane 1
Frank Emmerich 1
Shamim Begum 1
Ayan Banerjee 1
Joshua Ferguson 1
Tridib Mukherjee 1
Assaf Zeevi 1
Witold Dzwinel 1
Haralampos Hatzikirou 1
Kevin Walsh 1
Gary Warren 1
Guangwu Liu 1
David Nicol 1
Simon Shaw 1
Bedi̇r Tekinerdoğan 1
Cherung Lee 1
Francois Blouin 1
Emily Lada 1
George O'Brien 1
Jie Wang 1
Philip Fleming 1
Mohammand Ishlam Patoary 1
Heiko Aydt 1
Daniel Zehe 1
Tom Warnke 1
Elsa Gonsiorowski 1
Fabrizio Granelli 1
Daniel McClary 1
Yujing Wu 1
Yong Liu 1
Yu Gu 1
Okan Topçu 1
Yingchao Hung 1
Pontus Matstoms 1
Rolf Waeber 1
Cesar Neto 1
Raúl Rodríguez-Rubio 1
Andrés Suárez-González 1
Mohamed Khadiri 1
Danny Perez 1
Na Li 1
Anna Lawniczak 1
Fang Chu 1
K Prabuchandran 1
Mostafa Bassiouni 1
John Tufarolo 1
Rajshekar Kalayappan 1
James Enns 1
Kellogg Booth 1
Joseph Kearney 1
Yiannis Papelis 1
James Cremer 1
Bahar Biller 1
Abdeslem Boukhtouta 1
Chanan Glezer 1
Salvatore Di Gregorio 1
Terry Young 1
Sara Tzafrir 1
Yossi Mesika 1
Dominique Feillet 1
Sumeetpal Singh 1
Nick Whiteley 1
Timothy Davis 1
Steve Counsell 1
Manuel Villén-Altamirano 1
Andrea Marin 1
Sabina Rossi 1
Danilo Pianini 1
WeiWin Liou 1
Weining Yang 1
Phillip Dickens 1
Kevin Healy 1
TongqiangTony Wu 1
Klaus Wehrle 1
Salvatore Monteleone 1
Russell Barton 1
Paul Wilson 1
Yuhjeng Lee 1
David Miller 1
Jörg Sack 1
Takeshi Tokuyama 1
Rassul Ayani 1
Pankaj Garg 1
Axel Hein 1
Louis Birta 1
Lucas Schnorr 1
Felipe Knop 1
Ke Pan 1
Alan Krantz 1
Lancelot James 1
James Yan 1
Hans Künsch 1
Daniël Reijsbergen 1
Segev Wasserkrug 1
Alan George 1
Richard Uhlig 1
Dimitrios Stiliadis 1
Vladimir Protopopescu 1
Vladislav Petkov 1
Karl Kienitz 1
Stylianos Zikos 1
Victor Tay 1
Ihab Hamadeh 1
Tamer Bacsar 1
Ericcao Ni 1
A Dieker 1
Isaku Wada 1
Ernest Houck 1
Jorma Virtamo 1
K Erickson 1
Marco Roccetti 1
Marco Bernardo 1
Robert Felderman 1
Georgios Varsamopoulos 1
Rose Gilbert 1
Dzung Phan 1
Soumyadip Ghosh 1
Mingbin Feng 1
Yongjia Song 1
Pu Zhang 1
Michail Tsompanas 1
David Yuen 1
Marvin Nakayama 1
Yenlin Chia 1
Honggang Wang 1
Come Raczy 1
Su Deng 1
Hermann Thorisson 1
Burton Simon 1
Peter Buchholz 1
Carl Tropper 1
William Lytton 1
Gaurav Sharma 1
Changhee Joo 1
Song Ci 1
Sandeep Gupta 1
Johan Olstam 1
Jan Lundgren 1
John Drew 1
Jun Yin 1
George Rouskas 1
Tsunyi Tuan 1
Steffen Strassburger 1
Navonil Mustafee 1
Andrea Santoro 1
Susan Mniszewski 1
Denis Laurendeau 1
Pieter Mosterman 1
Thomas Kühne 1
Jangwon Bae 1
Guanghui Lu 1
Alexander Luck 1
R Randhawa 1
Bradford Canova 1
Kody Law 1
Xueqian Zhao 1
Takaaki Kawai 1
Norman Badler 1
Claudia Antonini 1
Yi Ding 1
Steven Marcus 1
Jean Berger 1
Abraham George 1
Rocco Rongo 1
Murat Gunal 1
Pnina Vortman 1
Georgina Mellor 1
Agnes Fussl 1
Nicolas Chopin 1
Virgile Caron 1
David Madigan 1
Kai Strunz 1
Simon Rosenfeld 1
James Hoe 1
Sanguthevar Rajasekaran 1
Brad Johnson 1
Arnold Buss 1
Philip Wilsey 1
Dhananjaimadhava Rao 1
Mark Lundstrom 1
Jianliang Zheng 1
Shellying Huang 1
Wenjing Hsu 1
Hui Fang 1
Andrea Mineo 1
Davide Patti 1
Henri Faure 1
Xenofontas Dimitropoulos 1
Dmitri Krioukov 1
Yevgeniy Vorobeychik 1
Daniel Mc Clary 1
Boaz Carmeli 1
Avraham Shtub 1
Lalit Garg 1
Hongquan Xu 1
André Seznec 1
Ravi Sharma 1
Dominic Lee 1
Christian Schäfer 1
Shawn Simpson 1
Dirk Kroese 1
Benjamin Stopford 1
Miguel Canales 1
Andrea Sina 1
Giorgio Audrito 1
Jacob Beal 1
Ray Paul 1
Alexander Steiniger 1
James Gross 1
Libero Nigro 1
V Bos 1
James Stascavage 1
Svend Frølund 1
Taesik Lee 1
TagGon Kim 1
Seksan Kiatsupaibul 1
Nikolas Kantas 1
Koichiro Inoue 1
Robert Foley 1
JEFF Hong 1
Rita Brandao 1
Acácio Nova 1
Donald Iglehart 1
Wayne Holland 1
Carmen Bobeanu 1
John Heidemann 1
Vittorio Cortellessa 1
Stuart Sechrest 1
Edouard Bugnion 1
Helcio Vieira 1
Mischel Belderrain 1
Jingchen Liu 1
Vivek Gupta 1
Benjamin Hamilton 1
Samsun Lampotang 1
Ira Fischler 1
Zsolt Haraszti 1
Victor Yau 1
Chihchieh Hsu 1
Paul Sánchez 1
Jerry Vos 1
Jianlong Zhang 1
Dirk Grunwald 1
Iain Phillips 1
José Hernández 1
Hyo Ashihara 1
Carey Williamson 1
Pasi Lassila 1
Debasis Mitra 1
Michael Jonas 1
Mark Broadie 1
Qiong Zhang 1
Jiaqiao Hu 1
Qi Fan 1
Martin Nielsen 1
Jereme Lamps 1
Karl Palmskog 1
Frits Dannenberg 1
Ferdinando Fioretto 1
Alexander Andreychenko 1
Hui Chiang 1
Ovidiu Pârvu 1
David Gilbert 1
Shihhsiang Lo 1
I Chung 1
Natalie Steiger 1
Jeffrey Joines 1
Séamus McLoone 1
Declan Delaney 1
Michael Hines 1
Ning Liu 1
Yang Song 1
Haiyan Luo 1
Ahmed Helmy 1
Yorai Wardi 1
Vishal Misra 1
Mehmet Adak 1
Halit O&gcaron;uztuzun 1
Mikael Adlers 1
Manuel Fernández-Veiga 1
Liming Feng 1
Kihong Park 1
Ting Li 1
Héctor Cancela 1
Stephen Turner 1
Eunji Lim 1
Haidong Xue 1
Mamadou Seck 1
Christoph Junghans 1
Stephan Eidenbenz 1
Xiaobai Sun 1
Jeffrey Chase 1
Mário Freire 1
Vineet Goyal 1
Rony Flatscher 1
Colin Atkinson 1
Wander Wadman 1
Swaminathan Sureshchandran 1
Anand Natrajan 1
Smruti Sarangi 1
Huifen Chen 1
Shigeru Kaneda 1
Christopher Healey 1
John Granieri 1
Denis Miretskiy 1
Susan Lewis 1
Jingjing Wang 1
Nael Abu-Ghazaleh 1
Luis Orozco-Barbosa 1
Manuela Pereira 1
Hans Vangheluwe 1
Vivek Borkar 1
Cheng Feng 1
Weiping Luo 1
Aleksandar Milenković 1
Milena Milenković 1
Jim Williams 1
Margaret Loper 1
Minghsing Chiu 1
Seep Goel 1
Abhishek Sagar 1
Hiroshi Mineno 1
Colm O'Cinneide 1
Huseyin Topaloglu 1
Demet Batur 1
William Robinson 1
Tito Homem-De-Mello 1
James Swisher 1
Jon Parker 1
Tirza Lauterman 1
Dagan Schwartz 1
Ohad Greenshpan 1
Christine Currie 1
Elizabeth Corbett 1
Andrew Klapper 1
Mark Goresky 1
Siegfried Treu 1
Rudolf Frühwirth 1
Taoying Farenhorst-Yuan 1
Eugene Kerckhoffs 1
Matthew Chidester 1
Trevor Mudge 1
David Nagle 1
Mendel Rosenblum 1
Gongjun Xu 1
Victor Chan 1
John Quarles 1
Thomas Stewart 1
Isi Mitrani 1
Jim Chen 1
Roger Cooke 1
Lijun Wang 1
Glen Takahara 1
Ivo Adan 1
Ai Kuramoto 1
Daniel Heyman 1
Turgay Korkmaz 1
Zhonge Xiao 1
Andrew Whinston 1
Vikas Jha 1
Yanick Champoux 1
K Chandy 1
Wentoh Liao 1
Leonard Kleinrock 1
Jiangzhuo Chen 1
Suruchi Deodhar 1
Yifei Ma 1
Mustafa Turkyilmazoglu 1
Peter Salemi 1
Rafał Wcisło 1
Brian Merrell 1
Huashuai Qu 1
Enlu Zhou 1
Ferdi Put 1
Nilay Argon 1
Guy Feldman 1
Dagmar Iber 1
Sylvain Soliman 1
Nigel Saunders 1
Hatem Sellami 1
Turgay Celik 1
Robert McDougal 1
Raazesh Sainudiin 1
Marc Suchard 1
Norman Matloff 1
Qianli Su 1
Natalia Zoń 1
John Reed 1
Brian Mark 1
Takayuki Osogami 1
Olaf Landsiedel 1
Weikun Wang 1
Franco Cicirelli 1
Benjamin Feng 1
Sandeep Neema 1
Ronald Wolff 1
Matthias Falkner 1
Ernst Stadlober 1
Hui Wang 1
Fred Howell 1
Paul Dupuis 1
Robert Smith 1
Elena Ehrlich 1
Xiaorong Li 1
Thomas Plagemann 1
Damian Dechev 1
Cristian Borcea 1
Yan Qu 1
Alexander Tuzhilin 1
Kayhan İmre 1
Xianhe Sun 1
Dennis Schaeffer 1
Kimmo Raatikainen 1
Michael Pagels 1
Carsten Maus 1
Davide Cingolani 1
JéRôMe Talim 1
Yuguang Fang 1
HaiFeng Guo 1
Guanhua Yan 1
George Michailidis 1
Evan Saltzman 1
Nugroho Pujowidianto 1
Cándido López-García 1
Anja Feldmann 1
Simon Taylor 1
Alejandro Hernandez 1
Xiaolin Hu 1
Jun Yuan 1
Deniz Çetinkaya 1
Alexander Verbraeck 1
Marissa Borrego 1
Stanislav Volkov 1
Xi Chen 1
François De Rainville 1
Karl Sigman 1
ChaKun Lee 1
Jurgen Doornik 1
Geetika Malhotra 1
Jonathan Crabtree 1
WuLin Chen 1
Chris Tofts 1
Sumit Kunnumkal 1
Juta Pichitlamken 1
Robert O'Keefe 1
ShingHoi Lee 1
Marius Hofert 1
Yuval Elovici 1
Giuseppe Trunfio 1
Michael Pidd 1
Gabriel Wainer 1
Chenxin Li 1
Georg Pflug 1
Scott Devine 1
Anujan Varma 1
Fragkiskos Papadopoulos 1
Konstantinos Psounis 1
Linbo Luo 1
Wai Kin 1
Kurt Rohloff 1
Eliot Rich 1
Paul Bratley 1
Kangsun Lee 1
Peter Haas 1
Boonping GAN 1
Michael North 1
Duncan Murdoch 1
Pétros Ioannou 1
Aaron McCoy 1
Tomás Ward 1
JyaJang Tsai 1
ShingGang Kou 1
Wenyang Hsia 1
Martin Stytz 1
Krishnan Kumaran 1
Andreas Reppas 1
Donghua Xu 1
Vignesh Babu 1
Ewan Cahen 1
Jakob Ruess 1
John Lygeros 1
Clemens Schwaninger 1
Enrico Pontelli 1
Fei Liu 1
Gary Tan 1
J Yu 1
Søren Asmussen 1
Zhongwei Lin 1
Taeshin Park 1
Mary Bailey 1
Xiaosong Li 1
Francesco Presti 1
Don Towsley 1
Glenn Carl 1
Zisheng Chen 1
Gilberto Mayor 1
Matthew Carlyle 1
Yannis Manolopoulos 1
Henri Casanova 1
Arnaud Legrand 1
Adi Raveh 1
Roland Ibbett 1
Vernon Rego 1
Chengjye Luh 1
Weelit Koh 1
Miguel Erazo 1
Matthew Sottile 1
Jason Dagit 1
Claudia Szabo 1
Christian Léger 1
Yujing Lin 1
Ali Tafazzoli 1
Kunchan Lan 1
Xi Chen 1
Darren Ong 1
Benjamin Lok 1
David Andersen 1
Xiadong Fu 1
James Townsend 1
Sarat Moka 1
Anastassios Chassiakos 1
George Fishman 1
John Cleary 1
J Jump 1
Fuad Basis 1
Adam Shwartz 1
Roman Rozin 1
Sylvia Frühwirth-Schnatter 1
Amandine Schreck 1
Patrick Ryan 1
Thomas Wenisch 1
Mirko Viroli 1
John Duva 1
Nirav Kapadia 1
Holger Grothe 1
Donald Gross 1
Zhenjiang Dong 1
Georg Kunz 1
Rob Wang 1
Christiane Lemieux 1
Amin Vahdat 1
D Van Beek 1
Robert Ronngren 1
Hannes Leeb 1
Halim Damerdji 1
Konstantinos Stamos 1
Maysoon Abulkhair 1
N Hemachandra 1
Zelda Zabinsky 1
Hyungwook Park 1
Zhanpeng Jin 1
Allen Cheng 1
Christopher Healey 1
Vinod Tipparaju 1
Samuel Ehrlichman 1
David Love 1
Güzin Bayraksan 1
Levent Yilmaz 1
José Gallardo 1
Olivier Teytaud 1
Pedro Inácio 1
Jie Liu 1
Sangwon Bae 1
Leiting Chen 1
Michael Garnsey 1
Guy Schiavone 1
Pierre Del Moral 1
Zhonghai Lu 1
Mary Wagner 1
Huw Davies 1
Belgacem Bouzaïene-Ayari 1
Rami Puzis 1
Yariv Marmor 1
Sally McClean 1
Ken Fullerton 1
Sylvain Housseman 1
Nabil Absi 1
Pete Sanderson 1
Jennifer Harlow 1
Ziyu Wang 1
Ivan Zorych 1
WaiTeng Tang 1
Ian Thng 1
Pieter De Boer 1
John Biegel 1
Mingjian Yuan 1
Chengshang Chang 1
Stefano Sebastio 1
Pia Wilsdorf 1
Andrea Vandin 1
David Hardaker 1
Alan Whisman 1
Zdravko Botev 1
Mirko Stoffers 1
Jie Li 1
Anurag Kumar 1
Rayadurgam Srikant 1
Reuven Rubinstein 1
Ad Ridder 1
Reiichiro Kawai 1
George Pallis 1
Sandhya Dwarkadas 1
Ricki Ingalls 1
Douglas Morrice 1
Anthony LaMarca 1
Sheila Banks 1
Anoop Gupta 1
Xizhou Feng 1
Yuan Yi 1
Vittoria Personè 1
Evgenia Smirni 1
Georgios Sirakoulis 1
Georgios Lolas 1
Emin Sirer 1
Ken Funk 1
Ronald Nolte 1
Jie Xu 1
Etienne Kerre 1
Jurgen Martens 1
Rakesh Kumar 1
David Parker 1
Marta Kwiatkowska 1
Denis Menshykau 1
Linar Mikeev 1
Verena Wolf 1

Affiliation Paper Counts
Chalmers University of Technology 1
University of Trento 1
Microsoft Corporation 1
Ngee Ann Polytechnic 1
Sandia National Laboratories, California 1
Turku Centre for Computer Science 1
University of Alabama in Huntsville 1
University of Bristol 1
New Mexico State University Las Cruces 1
University of California System 1
Kyushu University 1
Microsoft Research Cambridge 1
Kyoto University 1
Universite Libre de Bruxelles 1
Chin Min Institute of Technology Taiwan 1
Hunter College 1
University of California, Riverside 1
University of Urbino 1
Wright-Patterson AFB 1
Brock University 1
Statistical and Applied Mathematical Sciences Institute, USA 1
Centre College Kentucky 1
The Graduate Center 1
University of Roma Tor Vergata 1
Agriculture and Agri-Food Canada 1
Texas A and M University 1
The University of Western Ontario 1
Queen's University, Kingston 1
Cass Business School 1
National Central University Taiwan 1
Johannes Kepler University Linz 1
Brandenburg University of Technology Cottbus 1
Telefonica 1
AT&T Inc. 1
Indian School of Business 1
Mary Washington Hospital 1
National Penghu University 1
Advanced Micro Devices, Inc. 1
Institute for Advanced Studies 1
Wichita State University 1
Harbin Institute of Technology 1
University of California, Davis 1
Universidad Autonoma de Madrid 1
University of Queensland 1
Technological Education Institute-Crete 1
NIH National Cancer Institute 1
Technical University of Madrid 1
Newcastle University, United Kingdom 1
York University Canada 1
Yahoo Inc. 1
Universite de Nantes 1
Swansea University 1
Universite Grenoble Alpes 1
Nektar 1
Italian National Research Council 1
University of Manitoba 1
California Institute of Technology 1
Ariel University Center of Samaria 1
German Cancer Research Center 1
SAS Institute, Inc. 1
Instituto de Telecomunicacoes 1
Jawaharlal Nehru University 1
The MathWorks, Inc. 1
CNRS Centre National de la Recherche Scientifique 1
University of Cyprus 1
Banca d'Italia 1
Amazon.com, Inc. 1
University of Hawaii at Manoa 1
Kasetsart University 1
University of Helsinki 1
University of Guelph 1
University of Maine 1
IBM Tokyo Research Laboratory 1
Turkish Naval Academy 1
University of Nebraska at Omaha 1
Institute for Infocomm Research, A-Star, Singapore 1
INRIA Saclay 1
Tongji University 1
IBM Zurich Research Laboratory 1
California State University Long Beach 1
University College London 1
Osaka University 1
University of Cambridge 1
Deakin University 1
University of Chicago 1
TU Dortmund University 1
Ericsson Radio Systems AB 1
San Francisco State University 1
University College Cork 1
Harvard School of Public Health 1
Shanghai University of Finance and Economics 1
Bilkent University 1
University of Parma 1
Scott AFB 1
Korea University of Technology and Education 1
University of Durham 1
University of Adelaide 1
China University of Geosciences, Wuhan 1
Harvard University 1
Instituto Superior Tecnico 1
Birkbeck University of London 1
Universidad Simon Bolivar, Caracas 1
University of Thessaly 1
Universidad de la Republica 1
Aerospace Corporation, USA 1
Voorhees College 1
IBM Almaden Research Center 1
Hong Kong Baptist University 1
Chulalongkorn University 1
University of New South Wales 1
University College Dublin 1
Infocomm Development Authority of Singapore 1
University of Vienna 1
Universite Paul Cezanne Aix-Marseille III 1
National Dong Hwa University 1
National Chengchi University 1
Chung Yuan Christian University 1
HEC School of Management 1
Indian Statistical Institute (Delhi Centre) 1
ENI S.p.A., Italy 1
University of South Carolina 1
Swinburne University of Technology 1
Laboratory of Signals and Systems 1
University of Sassari 1
Lancaster University 1
London School of Hygiene & Tropical Medicine 1
Universita degli Studi di Enna "Kore" 1
University of Plymouth 1
City University of New York 1
University of Mannheim 1
Kyonggi University 1
Amherst College 1
Universite Paris Dauphine 1
Hiroshima University 1
University of Colorado at Denver 1
Myongji University 1
Hewlett-Packard Inc. 1
University of Leicester 1
Oxford Brookes University 1
NASA Glenn Research Center 1
The University of Georgia 1
Bar-Ilan University 1
Nokia USA 1
SUNY Downstate Medical Center 1
Queen's University Belfast 1
The University of North Carolina at Chapel Hill 2
AGH University of Science and Technology 2
Loughborough University 2
Kumamoto University 2
University of Calgary 2
New York University 2
University of California, San Diego 2
Linkoping University 2
University of Texas at San Antonio 2
Federal University of Rio Grande do Sul 2
University of Memphis 2
TUMCREATE Limited 2
Intel Corporation 2
IBM, USA 2
Syracuse University 2
University of Udine 2
National Taiwan University 2
National Research Laboratory of Metrology 2
University of Leeds 2
HP Labs 2
University of Erlangen-Nuremberg 2
University of Camerino 2
University of Coimbra 2
Institute of High Performance Computing, Singapore 2
University of L'Aquila 2
University of Miami 2
National University Corporation Shizuoka University 2
University of Nottingham 2
Laboratoire Traitement et Communication de l'Information 2
University of Minnesota System 2
Motorola 2
Singapore Institute of Manufacturing Technology 2
University of Kentucky 2
Sandia National Laboratories, New Mexico 2
INRIA Rocquencourt 2
Bogazici University 2
State University of Campinas 2
BBN Technologies 2
Brooklyn College 2
Binghamton University State University of New York 2
Auburn University 2
Catholic University of Leuven, Leuven 2
RAND Corporation 2
Aalto University 2
Istituto di Scienza e Tecnologie dell'Informazione A. Faedo 2
National Taiwan University of Science and Technology 2
Indian Institute of Technology, Bombay 2
US Naval Academy 2
London School of Economics and Political Science 2
Stony Brook University 2
Cyprus University of Technology 2
University of Waikato 2
Graz University of Technology 2
University of Toledo 2
Universite Pierre et Marie Curie 2
Rutgers, The State University of New Jersey 3
University of Oslo 3
Hong Kong University of Science and Technology 3
Technical University of Berlin 3
Rice University 3
Hacettepe University 3
Hebrew University of Jerusalem 3
National University of Defense Technology China 3
City University of Hong Kong 3
University of Illinois 3
Dartmouth College 3
University of Colorado at Boulder 3
National Sun Yat-Sen University Taiwan 3
Johns Hopkins University 3
Democritus University of Thrace 3
University of Southern California, Information Sciences Institute 3
University of Saskatchewan 3
TELECOM ParisTech 3
Yale University 3
University of Ulster 3
Middle East Technical University 3
University of Electronic Science and Technology of China 3
Instituto Tecnologico de Aeronautica 3
Virginia Commonwealth University 3
State University of New York at Albany 3
King Abdulaziz University 3
University of Beira Interior 3
Nokia Corporation 3
University of Turin 3
RWTH Aachen University 3
Ghent University 3
University of Cincinnati 3
Maynooth University 3
University of Pittsburgh 4
Vanderbilt University 4
Technical University of Denmark 4
Technical University of Dresden 4
Argonne National Laboratory 4
Vrije Universiteit Amsterdam 4
National Tsing Hua University 4
IBM Research 4
University of Canterbury 4
University of Melbourne 4
University of Catania 4
University of California, Santa Cruz 4
Duke University 4
Ben-Gurion University of the Negev 4
University of Oxford 4
Institute for Research in IT and Random Systems 4
University of Birmingham 4
University of Nebraska - Lincoln 4
Ecole des Mines de Saint-Etienne 4
SAIC 4
Saarland University 4
MITRE Corporation 4
University of Ottawa, Canada 4
The College of William and Mary 5
Illinois Institute of Technology 5
Vanderbilt University Medical Center 5
University of Wisconsin Madison 5
University of Amsterdam 5
The University of British Columbia 5
INRIA Institut National de Rechereche en Informatique et en Automatique 5
Telcordia Technologies, Inc. 5
Keio University 5
Carnegie Mellon University 5
University of Bologna 5
INSEAD Europe 5
Eindhoven University of Technology 5
Princeton University 5
Georgia State University 5
University of Texas at Austin 5
IBM, Japan 5
Massachusetts Institute of Technology 5
Universidad de Vigo 5
Imperial College London 5
Austrian Academy of Sciences 5
Center for Mathematics and Computer Science - Amsterdam 5
Los Alamos National Laboratory 5
Ca' Foscari University of Venice 5
University of Maryland 5
Florida International University 5
University of Southampton 6
Technical University of Darmstadt 6
McGill University 6
Technion - Israel Institute of Technology 6
University of Virginia 6
University of Massachusetts Amherst 6
Aristotle University of Thessaloniki 6
Brown University 6
Laval University 6
Delft University of Technology 7
Old Dominion University 7
Royal Institute of Technology 7
University of Roma La Sapienza 7
Pennsylvania State University 7
University of Southern California 7
Indian Institute of Technology, Delhi 7
University of Washington, Seattle 7
IBM Haifa Labs 7
University of Central Florida 8
University of Calabria 8
Tata Institute of Fundamental Research 8
University of Salzburg 8
Ohio State University 8
University of California, Berkeley 8
Swiss Federal Institute of Technology, Zurich 8
Korea Advanced Institute of Science & Technology 8
Nokia Bell Labs 9
University of Waterloo 9
University Michigan Ann Arbor 9
University of Pennsylvania 9
Brunel University London 9
Vienna University of Economics and Business Administration 10
University of Arizona 10
Arizona State University 10
George Mason University 11
University of Illinois at Urbana-Champaign 11
University of Twente 12
Oak Ridge National Laboratory 12
Rensselaer Polytechnic Institute 12
IBM Thomas J. Watson Research Center 13
University of Rostock 13
Carleton University 14
Indian Institute of Science, Bangalore 14
Naval Postgraduate School 14
New Jersey Institute of Technology 15
University of Edinburgh 16
University of California, Los Angeles 16
Virginia Tech 16
University of Montreal 17
North Carolina State University 17
Cornell University 19
Purdue University 19
National University of Singapore 20
Northwestern University 20
University of Florida 21
Stanford University 25
Columbia University 26
Nanyang Technological University 31
Georgia Institute of Technology 55

ACM Transactions on Modeling and Computer Simulation (TOMACS)
Archive


2018
Volume 28 Issue 3, August 2018
Volume 28 Issue 2, April 2018 Special Issue on FORECAST
Volume 28 Issue 1, January 2018

2017
Volume 27 Issue 4, December 2017
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Volume 27 Issue 2, July 2017 Special Issue on PADS 2015

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

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

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

2013
Volume 23 Issue 4, October 2013
 
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