Optimistic Synchronization of Parallel Simulations in Cloud Computing Environments

Asad Waqar Malik · Alfred J. Park · Richard Fujimoto

40 citations0/0 files storedIEEE ... International Conference on Cloud Computing

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Simulation Techniques and Applications Cloud Computing and Resource Management Distributed systems and fault tolerance

Abstract

Cloud computing offers the potential to make parallel discrete event simulation capabilities more widely accessible to users who are not experts in this technology and do not have ready access to high performance computing equipment. Services hosted within the ldquocloudrdquo can potentially incur processing delays due to load sharing among other active services, and can cause optimistic simulation protocols to perform poorly. This paper proposes a mechanism termed the Time Warp Straggler Message Identification Protocol (TW-SMIP) to address optimistic synchronization and performance issues associated with executing parallel discrete event simulation in cloud computing environments.

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2002Parallel and distributed simulation systems 1993Breathing Time Warp 2000Efficient execution of Time Warp programs on heterogeneous, NOW platforms 1994Effect of communication overheads on Time Warp performance

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2012Cloud-based computer simulation: Towards planting existing simulation software into the cloud

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