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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.

Bibliometrics

Publication Years 1991-2018
Publication Count 546
Citation Count 4911
Available for Download 546
Downloads (6 weeks) 1057
Downloads (12 Months) 12769
Downloads (cumulative) 280899
Average downloads per article 514
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
Paul Reynolds, 4
Raghu Pasupathy 4
Felisa Vázquez-Abad 4
Ernest Page 4
Josef Leydold 4
Michael Devetsikiotis 4
Gerhard Derflinger 4
James Wilson 4
Rajive Bagrodia 4
Szuhui Ng 3
George Kesidis 3
Georgios Theodoropoulos 3
Jeremy Staum 3
Bruce Schmeiser 3
Suiping Zhou 3
Stefan Wegenkittl 3
Art Owen 3
Wei Xie 3
Yoshiharu Kurita 3
Boris Lubachevsky 3
Bruno Tuffin 3
Seonghee Kim 3
Chunhung Chen 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
Ward Whitt 3
Stephen Chick 3
Susan Sanchez 3
Junlan Zhou 3
Russell Cheng 3
Susan Hunter 2
Murat Kulahci 2
Werner Scheinhardt 2
Teunis Ott 2
Maurice Beek 2
Michele Loreti 2
Alessandro Aldini 2
Kyoungkuk Kim 2
Jose Padilla 2
Bruce Ankenman 2
Violet Syrotiuk 2
Donato D’Ambrosio 2
Albert Greenberg 2
Sudhakar Yalamanchili 2
Gersende Fort 2
Changcheng Huang 2
Robert Dittus 2
Liu Hong 2
Alessandro Pellegrini 2
Daan Crommelin 2
Paul Barton 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
Ross Gore 2
Bruno Tuffin 2
Busung Lee 2
Edward Lazowska 2
Warren Powell 2
William Spataro 2
Ajay Jasra 2
Peter Hellekalek 2
Lihyuan Deng 2
Keith Ross 2
Giuliano Casale 2
Vivek Mishra 2
Lachlan Andrew 2
Maria Hybinette 2
Jean Walrand 2
Srikanth Yoginath 2
David Wood 2
Dan CHEN 2
Malcolmyoke Low 2
Zhengrong Ji 2
Bert Zwart 2
Thomas Lucas 2
Ness Shroff 2
James Nutaro 2
Hui Wang 2
Christopher Carothers 2
Bernd Heidergott 2
Zengxiang Li 2
Samir Das 2
Tobias Helms 2
Roland Ewald 2
Robert Klein 2
Marwan Krunz 2
Saikou Diallo 2
Vashti Galpin 2
Loohay Lee 2
Jason Liu 2
Sheldon Jacobson 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
Dong Jin 2
Dashi Singham 2
Stephen Roberts 2
Paul Glasserman 2
Robert Sargent 2
Sonia Fahmy 2
Matthew Carlyle 1
Olivier Teytaud 1
Pedro Inácio 1
Levent Yilmaz 1
José Gallardo 1
Jie Liu 1
Michael Garnsey 1
Guy Schiavone 1
Mary Wagner 1
Belgacem Bouzaïene-Ayari 1
Rami Puzis 1
Huw Davies 1
Zhonghai Lu 1
Pierre Del Moral 1
Yariv Marmor 1
Sally McClean 1
Ken Fullerton 1
Sylvain Housseman 1
Nabil Absi 1
Pete Sanderson 1
WaiTeng Tang 1
Ian Thng 1
Pieter De Boer 1
John Biegel 1
Mingjian Yuan 1
Alan Whisman 1
Chengshang Chang 1
David Hardaker 1
Mirko Stoffers 1
Jie Li 1
Zdravko Botev 1
Stefano Sebastio 1
Pia Wilsdorf 1
Andrea Vandin 1
Ivan Zorych 1
Jennifer Harlow 1
Ziyu Wang 1
Weelit Koh 1
Anurag Kumar 1
George Pallis 1
Yannis Manolopoulos 1
Reiichiro Kawai 1
Roland Ibbett 1
Vernon Rego 1
Rayadurgam Srikant 1
Jörg Sack 1
Takeshi Tokuyama 1
Ke Pan 1
Rassul Ayani 1
Pankaj Garg 1
Axel Hein 1
Felipe Knop 1
Louis Birta 1
Lucas Schnorr 1
Alan Krantz 1
Lancelot James 1
Hans Künsch 1
James Yan 1
Daniël Reijsbergen 1
Segev Wasserkrug 1
Ericcao Ni 1
Alan George 1
Richard Uhlig 1
Dimitrios Stiliadis 1
Ihab Hamadeh 1
Tamer Bacsar 1
Stylianos Zikos 1
Victor Tay 1
Vladimir Protopopescu 1
Vladislav Petkov 1
Karl Kienitz 1
David Yuen 1
Michail Tsompanas 1
A Dieker 1
Isaku Wada 1
Ernest Houck 1
Jorma Virtamo 1
Burton Simon 1
Peter Buchholz 1
K Erickson 1
Marco Roccetti 1
Marco Bernardo 1
Robert Felderman 1
Yongjia Song 1
Mingbin Feng 1
Pu Zhang 1
Georgios Varsamopoulos 1
Rose Gilbert 1
Dzung Phan 1
Soumyadip Ghosh 1
Marvin Nakayama 1
Honggang Wang 1
Yenlin Chia 1
Come Raczy 1
Su Deng 1
Hermann Thorisson 1
Carl Tropper 1
William Lytton 1
Song Ci 1
Sandeep Gupta 1
Gaurav Sharma 1
Changhee Joo 1
Susan Mniszewski 1
Johan Olstam 1
Jan Lundgren 1
Guanghui Lu 1
Jangwon Bae 1
Alexander Luck 1
George Rouskas 1
Tsunyi Tuan 1
Jun Yin 1
John Drew 1
Steffen Strassburger 1
Navonil Mustafee 1
Andrea Santoro 1
Denis Laurendeau 1
Pieter Mosterman 1
Thomas Kühne 1
R Randhawa 1
Bradford Canova 1
Norman Badler 1
Claudia Antonini 1
Yi Ding 1
Jean Berger 1
Abraham George 1
Rocco Rongo 1
Steven Marcus 1
Xueqian Zhao 1
Takaaki Kawai 1
Kody Law 1
Georgina Mellor 1
Pnina Vortman 1
Murat Gunal 1
Kai Strunz 1
Simon Rosenfeld 1
James Hoe 1
Sanguthevar Rajasekaran 1
Brad Johnson 1
Arnold Buss 1
Christoph Junghans 1
Stephan Eidenbenz 1
Mamadou Seck 1
Wander Wadman 1
Kihong Park 1
Liming Feng 1
Stephen Turner 1
Eunji Lim 1
Haidong Xue 1
Vineet Goyal 1
Mário Freire 1
Xiaobai Sun 1
Jeffrey Chase 1
Ting Li 1
Héctor Cancela 1
Rony Flatscher 1
Colin Atkinson 1
Swaminathan Sureshchandran 1
Anand Natrajan 1
Christopher Healey 1
John Granieri 1
Daniel Mc Clary 1
Yevgeniy Vorobeychik 1
Denis Miretskiy 1
Huifen Chen 1
Shigeru Kaneda 1
Smruti Sarangi 1
Boaz Carmeli 1
Avraham Shtub 1
Lalit Garg 1
Hongquan Xu 1
André Seznec 1
Ravi Sharma 1
Dirk Kroese 1
Benjamin Stopford 1
Miguel Canales 1
Ray Paul 1
Alexander Steiniger 1
James Gross 1
Giorgio Audrito 1
Jacob Beal 1
Andrea Sina 1
Libero Nigro 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
Nicolas Chopin 1
Virgile Caron 1
David Madigan 1
Agnes Fussl 1
Jacobus Rooda 1
Rajeev Shorey 1
Antonis Sidiropoulos 1
Mario Cin 1
Fatma Ozmizrak 1
David Everitt 1
Arwa Jamjoom 1
Xenofontas Dimitropoulos 1
Dmitri Krioukov 1
Henri Faure 1
PeiChi Wu 1
David Talby 1
Dror Feitelson 1
David Messerschmitt 1
Yong Teo 1
Rong Rong 1
Stefan Rybacki 1
Debarghya Ghoshdastidar 1
Karmeshu 1
Yang Hong 1
Josiane Nzouonta 1
Dohyun Ahn 1
Hongbiao Zhao 1
Jie Xu 1
Donghai He 1
Songhee Kim 1
Minghua Hsieh 1
Jingxiang Luo 1
Stephen Herrod 1
Soranun Jiwasurat 1
Ignacio Martinez-Moyano 1
Pirooz Vakili 1
J Wegman 1
Weicherng Liao 1
Paul Sanchez 1
Valerie Demers 1
Giuseppe Filippone 1
Shea Miller 1
Andreas Deutsch 1
Nicholson Collier 1
Brian Unger 1
Richard Ladner 1
Mingtang Lin 1
Tainchi Lu 1
Anup Mokashi 1
Zahra Abbasi 1
Madhav Marathe 1
Deniz Cicek 1
Alfred Park 1
Zhaolin Hu 1
Anand Vidyashankar 1
Ora Percus 1
Pierre Brémaud 1
Bruce Cota 1
Adnan Haider 1
Yiping Yao 1
Yadong Xu 1
Gul Agha 1
Dalei Wu 1
Ravi Mazumdar 1
Agostino Dovier 1
Monika Heiner 1
Jiehong Jiang 1
David Kamensky 1
Dmitry Ponomarev 1
Shuo Pan 1
Taggon Kim 1
Nelson Fonseca 1
José López-Ardao 1
Peter Frazier 1
Lawrence Leemis 1
Christian Gagné 1
Paulo Monteiro 1
Waikin Chan 1
Sanqi Li 1
Mordechay Levin 1
Henryk Fukś 1
Xiang Zhou 1
Edward Lee 1
Robert Leachman 1
Quan Lu 1
Maged Dessouky 1
Hernan Awad 1
Kenneth Hardis 1
Claude Overstreet 1
Melike Meterelliyoz 1
Peter Ware 1
Shlomi Dolev 1
I Wang 1
Yan Zhou 1
Tillal Eldabi 1
Kobi Moskovitch 1
Sergev Wasserkrug 1
Maria Barton 1
Stéphane Dauzère-Pérès 1
Nicolas Sendrier 1
Philip Kiviat 1
Gleb Beliakov 1
Roland Wunderlich 1
François Baccelli 1
John Shortle 1
Radharamanan Radhakrishnan 1
Alberto Lafuente 1
Antonio Scala 1
Stephen Gilmore 1
Dario Burato 1
Matteo Sottana 1
Vincenzo Catania 1
Maurizio Palesi 1
Gloria Teng 1
Nando De Freitas 1
Sylvain Le Corff 1
Scott Kaplan 1
Aditya Agrawal 1
Robert Firby 1
Ian Macintyre 1
Sujin Kim 1
Kiran Rege 1
Athena Vakali 1
Dimitrios Katsaros 1
Guoqi Qian 1
Theresa Roeder 1
P Coe 1
Reuben Pasquini 1
Edward Mascarenhas 1
Heinz Zechner 1
Pedro Velho 1
Byoung Choi 1
Donghun Kang 1
Vinoth Suryanarayanan 1
Leila Setayeshgar 1
Xiaolin Hu 1
Lewis Ntaimo 1
Greg Lomow 1
Stein Kristiansen 1
Ambedkar Dukkipati 1
Hong Wan 1
Michael Amrein 1
Michael Keane 1
Victor Mak 1
David Eckman 1
Krzysztof Bisewski 1
Hendrik Van Landeghem 1
Jinho Lee 1
Winfried Grassmann 1
Stephen Conrad 1
Bennett Fox 1
Feng Tian 1
Judy Jin 1
Daniel Lewandowski 1
Radboud Tebbens 1
François Panneton 1
Rajeeva Karandikar 1
Wanmo Kang 1
Tatiana Zaburnenko 1
Davide Marocco 1
Christoforos Kachris 1
Benjamin Zorn 1
Javier Aracil 1
Joan Donohue 1
Gianluca Bontempi 1
Frank Emmerich 1
Chungnan Lee 1
Roberto Gorrieri 1
Cheng Li 1
Keith Bisset 1
Mostafa Ammar 1
Yehching Chung 1
Hany Ammar 1
Vladimir Adam 1
Anastasis Georgoulas 1
Guid Sanguinetti 1
Shamim Begum 1
Reuven Rubinstein 1
Ad Ridder 1
Henri Casanova 1
Arnaud Legrand 1
Adi Raveh 1
Chengjye Luh 1
Claudia Szabo 1
Miguel Erazo 1
Matthew Sottile 1
Jason Dagit 1
Christian Léger 1
Ali Tafazzoli 1
Yujing Lin 1
Sarat Moka 1
Kunchan Lan 1
David Andersen 1
Benjamin Lok 1
Darren Ong 1
Xiadong Fu 1
James Townsend 1
Xi Chen 1
Georgios Sirakoulis 1
Georgios Lolas 1
Vittoria Personè 1
Evgenia Smirni 1
Anastassios Chassiakos 1
George Fishman 1
John Cleary 1
Dennis Schaeffer 1
Michael Pagels 1
J Jump 1
Sandhya Dwarkadas 1
Ricki Ingalls 1
Douglas Morrice 1
Anthony LaMarca 1
Sheila Banks 1
Anoop Gupta 1
Yuan Yi 1
Xizhou Feng 1
Emin Sirer 1
Ken Funk 1
Ronald Nolte 1
Jie Xu 1
Etienne Kerre 1
Jurgen Martens 1
Kayhan İmre 1
Alexander Tuzhilin 1
Ernstmoritz Hahn 1
François Fages 1
Kimmo Raatikainen 1
Xianhe Sun 1
Davide Cingolani 1
Carsten Maus 1
Rakesh Kumar 1
David Parker 1
JéRôMe Talim 1
HaiFeng Guo 1
Yuguang Fang 1
Marta Kwiatkowska 1
Denis Menshykau 1
Linar Mikeev 1
Verena Wolf 1
Jingjing Wang 1
Nael Abu-Ghazaleh 1
Guanhua Yan 1
George Michailidis 1
Cheng Feng 1
Weiping Luo 1
Vivek Borkar 1
Evan Saltzman 1
Manuela Pereira 1
Luis Orozco-Barbosa 1
Susan Lewis 1
Nugroho Pujowidianto 1
Hans Vangheluwe 1
Aleksandar Milenković 1
Milena Milenković 1
Jim Williams 1
Margaret Loper 1
Minghsing Chiu 1
Huseyin Topaloglu 1
William Robinson 1
Demet Batur 1
Colm O'Cinneide 1
Jon Parker 1
Tito Homem-De-Mello 1
James Swisher 1
Hiroshi Mineno 1
Seep Goel 1
Abhishek Sagar 1
Christine Currie 1
Elizabeth Corbett 1
Tirza Lauterman 1
Dagan Schwartz 1
Ohad Greenshpan 1
Andrew Klapper 1
Mark Goresky 1
Siegfried Treu 1
Norman Matloff 1
Qianli Su 1
Brian Mark 1
Takayuki Osogami 1
John Reed 1
Olaf Landsiedel 1
Natalia Zoń 1
Weikun Wang 1
Franco Cicirelli 1
Marc Suchard 1
Raazesh Sainudiin 1
Rudolf Frühwirth 1
Sandeep Neema 1
Ronald Wolff 1
Robert Smith 1
Fred Howell 1
Matthias Falkner 1
Ernst Stadlober 1
Hui Wang 1
Benjamin Feng 1
Paul Dupuis 1
Thomas Plagemann 1
Xiaorong Li 1
Damian Dechev 1
Elena Ehrlich 1
Cristian Borcea 1
Yan Qu 1
Taoying Farenhorst-Yuan 1
Eugene Kerckhoffs 1
Matthew Chidester 1
Trevor Mudge 1
David Nagle 1
Mendel Rosenblum 1
Thomas Stewart 1
Isi Mitrani 1
Victor Chan 1
John Quarles 1
Jim Chen 1
Lijun Wang 1
Roger Cooke 1
Gongjun Xu 1
Rafał Wcisło 1
Peter Salemi 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
Mustafa Turkyilmazoglu 1
Jiangzhuo Chen 1
Suruchi Deodhar 1
Yifei Ma 1
Brian Merrell 1
Huashuai Qu 1
Enlu Zhou 1
Ferdi Put 1
Nilay Argon 1
Turgay Celik 1
Hatem Sellami 1
Justin LaPre 1
Robert McDougal 1
Guy Feldman 1
Hussein Al-Zubaidy 1
Raed Al-Zubi 1
Nigel Saunders 1
Dagmar Iber 1
Sylvain Soliman 1
Arthur Voter 1
Benjamin Melamed 1
Ilchul Moon 1
Harry Perros 1
Sridhar Ramesh 1
Xiong Lin 1
Feng Gu 1
Jens Svensson 1
Bradley Mitchell 1
Wei Jin 1
Dimitrios Makrakis 1
Cigdem Sengul 1
Mustafa Al-Bado 1
Gerardo Rubino 1
Philippe Barbe 1
Christian Schäfer 1
Shawn Simpson 1
Dominic Lee 1
V Bos 1
James Stascavage 1
Seksan Kiatsupaibul 1
Svend Frølund 1
Taesik Lee 1
TagGon Kim 1
Nikolas Kantas 1
Koichiro Inoue 1
Robert Foley 1
Rita Brandao 1
Acácio Nova 1
JEFF Hong 1
Donald Iglehart 1
Wayne Holland 1
Carmen Bobeanu 1
John Heidemann 1
Vittorio Cortellessa 1
Stuart Sechrest 1
Edouard Bugnion 1
Samsun Lampotang 1
Ira Fischler 1
Benjamin Hamilton 1
Zsolt Haraszti 1
Victor Yau 1
Chihchieh Hsu 1
Helcio Vieira 1
Mischel Belderrain 1
Vivek Gupta 1
Jingchen Liu 1
Paul Sánchez 1
Jerry Vos 1
Jianlong Zhang 1
Dirk Grunwald 1
Séamus McLoone 1
Declan Delaney 1
Iain Phillips 1
José Hernández 1
Hyo Ashihara 1
Carey Williamson 1
Pasi Lassila 1
Debasis Mitra 1
Graham Birtwistle 1
Thomas Page 1
Sudip Seal 1
Joshua Epstein 1
Meytal Tubi 1
Stephen Eick 1
Ruth Davies 1
Pooja Aggarwal 1
Sergey Zeltyn 1
Avishai Mandelbaum 1
Jane Douglas 1
Ioannis Pachoulakis 1
José Villén-Altamirano 1
Gajanana Nadoli 1
Fred Hickernell 1
Abdollah Afjeh 1
Gregory Follen 1
José Fortes 1
Richard Simard 1
Jun Wang 1
Michele Amoretti 1
Ferruccio Damiani 1
Charles Sutton 1
Tiancheng Song 1
Éric Moulines 1
Firas Hamze 1
Yannis Smaragdakis 1
Ákos Lédeczi 1
James Davis 1
Chiali Wang 1
Jeff Rothenberg 1
Wayne Loucks 1
Peter Epstein 1
Lawrence Williams 1
Brian Logan 1
Vera Goebel 1
Ta Duong 1
Deli Zhang 1
Gilbert Hendry 1
Seonghee Kim 1
Elvis Liu 1
Alfred Park 1
Denis Choquet 1
George O'Brien 1
Pieter De Boer 1
Angelos Dassios 1
Qiong Zhang 1
Michael Jonas 1
Mark Broadie 1
Jiaqiao Hu 1
Qi Fan 1
Martin Nielsen 1
Shihhsiang Lo 1
I Chung 1
Natalie Steiger 1
Jeffrey Joines 1
Ning Liu 1
Michael Hines 1
Jereme Lamps 1
Karl Palmskog 1
Haiyan Luo 1
Yang Song 1
Ahmed Helmy 1
Ferdinando Fioretto 1
Ovidiu Pârvu 1
David Gilbert 1
Frits Dannenberg 1
Alexander Andreychenko 1
Hui Chiang 1
Deniz Çetinkaya 1
Alexander Verbraeck 1
Jun Yuan 1
Yorai Wardi 1
Vishal Misra 1
Mehmet Adak 1
Halit O&gcaron;uztuzun 1
Mikael Adlers 1
Manuel Fernández-Veiga 1
Cándido López-García 1
Simon Taylor 1
Alejandro Hernandez 1
Xiaolin Hu 1
Karl Sigman 1
François De Rainville 1
Xi Chen 1
Marissa Borrego 1
Stanislav Volkov 1
Anja Feldmann 1
ChaKun Lee 1
Jurgen Doornik 1
Jonathan Crabtree 1
Aya Wallwater 1
Taewoo Kim 1
Alvin Lebeck 1
Youngmi Jin 1
Milan Vojnović; 1
Helen Karatza 1
Seungho Lee 1
Youngjun Son 1
Constantinos Psomas 1
Ram Rajagopal 1
Katia Obraczka 1
Witold Dzwinel 1
Haralampos Hatzikirou 1
Ashvin Radiya 1
Raymond Myers 1
Jie Wang 1
Philip Fleming 1
James Sinclair 1
Andrea Bonarini 1
Larry Soule 1
Sandeep Gupta 1
Ayan Banerjee 1
Joshua Ferguson 1
Tridib Mukherjee 1
Assaf Zeevi 1
Kevin Walsh 1
Gary Warren 1
Guangwu Liu 1
David Nicol 1
Bedi̇r Tekinerdoğan 1
Cherung Lee 1
Francois Blouin 1
Emily Lada 1
Elsa Gonsiorowski 1
Mohammand Ishlam Patoary 1
Heiko Aydt 1
Daniel Zehe 1
Tom Warnke 1
Fabrizio Granelli 1
Daniel McClary 1
Simon Shaw 1
Danny Perez 1
Yujing Wu 1
Yong Liu 1
Yu Gu 1
Okan Topçu 1
Yingchao Hung 1
Sumit Kunnumkal 1
WuLin Chen 1
Chris Tofts 1
Marius Hofert 1
Yuval Elovici 1
Giuseppe Trunfio 1
Juta Pichitlamken 1
Robert O'Keefe 1
ShingHoi Lee 1
Geetika Malhotra 1
Fuad Basis 1
Michael Pidd 1
Adam Shwartz 1
Roman Rozin 1
Thomas Wenisch 1
Donald Gross 1
John Duva 1
Nirav Kapadia 1
Holger Grothe 1
Georg Kunz 1
Zhenjiang Dong 1
Mirko Viroli 1
Rob Wang 1
Amandine Schreck 1
Patrick Ryan 1
Sylvia Frühwirth-Schnatter 1
D Van Beek 1
Hyungwook Park 1
Zhanpeng Jin 1
Allen Cheng 1
N Hemachandra 1
Zelda Zabinsky 1
Robert Ronngren 1
Hannes Leeb 1
Konstantinos Stamos 1
Halim Damerdji 1
Maysoon Abulkhair 1
Amin Vahdat 1
Christiane Lemieux 1
Gabriel Wainer 1
Christopher Healey 1
Vinod Tipparaju 1
Chenxin Li 1
Georg Pflug 1
Peter Haas 1
Scott Devine 1
Pontus Matstoms 1
K Prabuchandran 1
Cesar Neto 1
Raúl Rodríguez-Rubio 1
Andrés Suárez-González 1
Rolf Waeber 1
Fang Chu 1
Na Li 1
Anna Lawniczak 1
Mohamed Khadiri 1
Mostafa Bassiouni 1
John Tufarolo 1
James Enns 1
Kellogg Booth 1
Joseph Kearney 1
Yiannis Papelis 1
James Cremer 1
Abdeslem Boukhtouta 1
Chanan Glezer 1
Salvatore Di Gregorio 1
Bahar Biller 1
Rajshekar Kalayappan 1
Terry Young 1
Sara Tzafrir 1
Yossi Mesika 1
Dominique Feillet 1
Timothy Davis 1
Steve Counsell 1
Manuel Villén-Altamirano 1
TongqiangTony Wu 1
WeiWin Liou 1
Weining Yang 1
Phillip Dickens 1
Kevin Healy 1
Klaus Wehrle 1
Danilo Pianini 1
Andrea Marin 1
Sabina Rossi 1
Salvatore Monteleone 1
Russell Barton 1
Sumeetpal Singh 1
Nick Whiteley 1
Paul Wilson 1
Yuhjeng Lee 1
David Miller 1
Anujan Varma 1
Kurt Rohloff 1
Eliot Rich 1
Taeshin Park 1
Paul Bratley 1
Wai Kin 1
Linbo Luo 1
Kangsun Lee 1
Fragkiskos Papadopoulos 1
Konstantinos Psounis 1
Boonping GAN 1
Andreas Reppas 1
Michael North 1
Duncan Murdoch 1
Pétros Ioannou 1
Aaron McCoy 1
Tomás Ward 1
JyaJang Tsai 1
ShingGang Kou 1
Mary Bailey 1
Wenyang Hsia 1
Martin Stytz 1
Krishnan Kumaran 1
Donghua Xu 1
Gary Tan 1
J Yu 1
Søren Asmussen 1
Zhongwei Lin 1
Xiaosong Li 1
Vignesh Babu 1
Ewan Cahen 1
Enrico Pontelli 1
Fei Liu 1
Jakob Ruess 1
John Lygeros 1
Clemens Schwaninger 1
David Love 1
Güzin Bayraksan 1
Francesco Presti 1
Don Towsley 1
Glenn Carl 1
Leiting Chen 1
Sangwon Bae 1
Gilberto Mayor 1
Zisheng Chen 1
Samuel Ehrlichman 1

Affiliation Paper Counts
Lancaster University 1
Universita degli Studi di Enna "Kore" 1
HEC School of Management 1
University of Mannheim 1
City University of New York 1
Indian Statistical Institute (Delhi Centre) 1
Amherst College 1
Hiroshima University 1
Nokia USA 1
University of Leicester 1
University of Colorado at Denver 1
Myongji University 1
Hewlett-Packard Inc. 1
NASA Glenn Research Center 1
The University of Georgia 1
Bar-Ilan University 1
Chalmers University of Technology 1
NIH National Cancer Institute 1
Technical University of Madrid 1
Newcastle University, United Kingdom 1
Jawaharlal Nehru University 1
Nektar 1
Swansea University 1
York University Canada 1
Ariel University Center of Samaria 1
Yahoo Inc. 1
Instituto de Telecomunicacoes 1
Universite Grenoble Alpes 1
University of Manitoba 1
California Institute of Technology 1
Italian National Research Council 1
SAS Institute, Inc. 1
German Cancer Research Center 1
Universite de Nantes 1
China University of Geosciences, Wuhan 1
California State University Long Beach 1
Deakin University 1
University of Chicago 1
Scott AFB 1
San Francisco State University 1
Instituto Superior Tecnico 1
Bilkent University 1
TU Dortmund University 1
Ericsson Radio Systems AB 1
Shanghai University of Finance and Economics 1
IBM Zurich Research Laboratory 1
Harvard School of Public Health 1
Osaka University 1
University of Parma 1
University College London 1
Korea University of Technology and Education 1
University of Adelaide 1
University College Cork 1
University of Cambridge 1
Harvard University 1
University of Durham 1
IBM Almaden Research Center 1
Birkbeck University of London 1
Chulalongkorn University 1
University of Thessaly 1
Universidad Simon Bolivar, Caracas 1
Aerospace Corporation, USA 1
Voorhees College 1
Hong Kong Baptist University 1
University of New South Wales 1
Infocomm Development Authority of Singapore 1
Universidad de la Republica 1
University of Vienna 1
University College Dublin 1
University of Plymouth 1
National Dong Hwa University 1
National Chengchi University 1
Kyonggi University 1
ENI S.p.A., Italy 1
University of South Carolina 1
Swinburne University of Technology 1
University of Sassari 1
Universite Paul Cezanne Aix-Marseille III 1
Laboratory of Signals and Systems 1
Chung Yuan Christian University 1
London School of Hygiene & Tropical Medicine 1
The MathWorks, Inc. 1
Harbin Institute of Technology 1
CNRS Centre National de la Recherche Scientifique 1
IBM Tokyo Research Laboratory 1
University of Cyprus 1
Banca d'Italia 1
INRIA Saclay 1
University of Hawaii at Manoa 1
Amazon.com, Inc. 1
Kasetsart University 1
University of Helsinki 1
University of Guelph 1
University of Maine 1
University of Nebraska at Omaha 1
Turkish Naval Academy 1
Institute for Infocomm Research, A-Star, Singapore 1
Tongji University 1
SUNY Downstate Medical Center 1
University of Trento 1
Queen's University Belfast 1
Ngee Ann Polytechnic 1
Sandia National Laboratories, California 1
Oxford Brookes University 1
Universite Paris Dauphine 1
Microsoft Corporation 1
Agriculture and Agri-Food Canada 1
University of Roma Tor Vergata 1
University of California, Riverside 1
Turku Centre for Computer Science 1
University of Alabama in Huntsville 1
University of California System 1
Kyushu University 1
Microsoft Research Cambridge 1
Kyoto University 1
Hunter College 1
Universite Libre de Bruxelles 1
Chin Min Institute of Technology Taiwan 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 Urbino 1
University of Bristol 1
New Mexico State University Las Cruces 1
The University of Western Ontario 1
Queen's University, Kingston 1
Cass Business School 1
National Central University Taiwan 1
Telefonica 1
Indian School of Business 1
AT&T Inc. 1
Mary Washington Hospital 1
Texas A and M University 1
National Penghu University 1
Johannes Kepler University Linz 1
Institute for Advanced Studies 1
Brandenburg University of Technology Cottbus 1
Advanced Micro Devices, Inc. 1
Wichita State University 1
University of California, Davis 1
Universidad Autonoma de Madrid 1
University of Queensland 1
Technological Education Institute-Crete 1
The University of North Carolina at Chapel Hill 2
University of Toledo 2
Kumamoto University 2
University of Calgary 2
New York University 2
Universite Pierre et Marie Curie 2
Linkoping University 2
University of Texas at San Antonio 2
Federal University of Rio Grande do Sul 2
University of California, San Diego 2
University of Memphis 2
TUMCREATE Limited 2
Intel Corporation 2
IBM, USA 2
Syracuse University 2
National Research Laboratory of Metrology 2
University of Leeds 2
HP Labs 2
National Taiwan University 2
University of Camerino 2
Institute of High Performance Computing, Singapore 2
University of Udine 2
University of L'Aquila 2
University of Miami 2
Motorola 2
University of Minnesota System 2
University of Nottingham 2
National University Corporation Shizuoka University 2
Singapore Institute of Manufacturing Technology 2
Laboratoire Traitement et Communication de l'Information 2
University of Kentucky 2
Binghamton University State University of New York 2
Bogazici University 2
State University of Campinas 2
BBN Technologies 2
Sandia National Laboratories, New Mexico 2
Brooklyn College 2
Auburn University 2
INRIA Rocquencourt 2
Catholic University of Leuven, Leuven 2
Indian Institute of Technology, Bombay 2
Aalto University 2
RAND Corporation 2
National Taiwan University of Science and Technology 2
Istituto di Scienza e Tecnologie dell'Informazione A. Faedo 2
US Naval Academy 2
London School of Economics and Political Science 2
Stony Brook University 2
AGH University of Science and Technology 2
University of Waikato 2
Graz University of Technology 2
Cyprus University of Technology 2
Loughborough University 2
University of Erlangen-Nuremberg 2
University of Coimbra 2
Rutgers, The State University of New Jersey 3
Maynooth University 3
Hong Kong University of Science and Technology 3
Technical University of Berlin 3
Hacettepe University 3
Rice University 3
Hebrew University of Jerusalem 3
National University of Defense Technology China 3
City University of Hong Kong 3
Democritus University of Thrace 3
University of Illinois 3
Dartmouth College 3
University of Colorado at Boulder 3
Johns Hopkins University 3
National Sun Yat-Sen University Taiwan 3
Yale University 3
University of Southern California, Information Sciences Institute 3
University of Saskatchewan 3
University of Ulster 3
TELECOM ParisTech 3
Middle East Technical University 3
University of Electronic Science and Technology of China 3
State University of New York at Albany 3
University of Beira Interior 3
King Abdulaziz University 3
Virginia Commonwealth University 3
Instituto Tecnologico de Aeronautica 3
Nokia Corporation 3
University of Turin 3
RWTH Aachen University 3
Ghent University 3
University of Cincinnati 3
University of Oslo 3
Technical University of Dresden 4
Vanderbilt University 4
Saarland University 4
Technical University of Denmark 4
Argonne National Laboratory 4
Vrije Universiteit Amsterdam 4
National Tsing Hua University 4
IBM Research 4
University of Melbourne 4
University of Catania 4
University of Canterbury 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
MITRE Corporation 4
University of Ottawa, Canada 4
University of Nebraska - Lincoln 4
University of Birmingham 4
Ecole des Mines de Saint-Etienne 4
SAIC 4
University of Pittsburgh 4
The College of William and Mary 5
Ca' Foscari University of Venice 5
Florida International University 5
University of Wisconsin Madison 5
The University of British Columbia 5
University of Amsterdam 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
Imperial College London 5
University of Texas at Austin 5
IBM, Japan 5
Massachusetts Institute of Technology 5
Universidad de Vigo 5
Georgia State University 5
Los Alamos National Laboratory 5
Austrian Academy of Sciences 5
Center for Mathematics and Computer Science - Amsterdam 5
University of Maryland 5
Illinois Institute of Technology 5
Vanderbilt University Medical Center 5
University of Southampton 6
Technical University of Darmstadt 6
Technion - Israel Institute of Technology 6
McGill University 6
University of Virginia 6
University of Massachusetts Amherst 6
Aristotle University of Thessaloniki 6
Brown University 6
Laval University 6
Old Dominion University 7
Delft University of Technology 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 Calabria 8
University of Central Florida 8
Tata Institute of Fundamental Research 8
Swiss Federal Institute of Technology, Zurich 8
Korea Advanced Institute of Science & Technology 8
University of California, Berkeley 8
University of Salzburg 8
Ohio State University 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
Volume 27 Issue 3, September 2017
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
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2013
Volume 23 Issue 4, October 2013
 
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