Articlebronze2016

Research Challenges in Parallel and Distributed Simulation

107 citations0/0 files storedACM Transactions on Modeling and Computer Simulation

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Simulation Techniques and Applications Parallel Computing and Optimization Techniques Simulation and Modeling Applications

Abstract

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. A brief overview of research in the field is presented. Future research topics are explored including areas such as problem-driven simulation of large-scale systems and complex networks, exploitation of graphical processing unit hardware and cloud computing environments, predictive online simulation for system management and optimization, power and energy consumption in mobile platforms and data centers, and composition of heterogeneous simulations.

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2002Parallel and distributed simulation systems 1979Distributed Simulation: A Case Study in Design and Verification of Distributed Programs 2004Proceedings of the 2004 Winter Simulation Conference, 2004.1999Parallel and Distribution Simulation Systems 20082008 Winter Simulation Conference 1986An empirical comparison of priority-queue and event-set implementations 1989Efficient distributed event-driven simulations of multiple-loop networks 2008Draft Standard for Modeling and Simulation (M&S) High Level Architecture (HLA)—Object Model Template (OMT) Specification

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2018Distributed simulation: state-of-the-art and potential for operational research 2019A Survey on Agent-based Simulation Using Hardware Accelerators 2016A distributed simulation methodological framework for OR/MS applications 2020Shop floor simulation optimization using machine learning to improve parallel metaheuristics 2017Parallel discrete event simulation: The making of a field

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