High Performance
Discrete Computing Systems
and Technologies
Discrete Computing Systems
and Technologies
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Publication type: tutorial [total 8]
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2009Introduction to Simulations on GPUs Kalyan Perumalla ACM International Symposium on Distributed Simulations and Real-time Applications 2009 http://www.cs.unibo.it/ds-rt2009/ Abstract: Graphical processing units (GPUs) are now established as efficient, alternative computing platforms for certain niche applications. Computationally intensive simulations are among applications that can utilize GPUs as computing co-processors. This tutorial introduces the concepts and algorithms for executing simulations on GPUs. Algorithmic aspects for multi-pass execution of time-stepped simulations, and refinements for discrete event execution are described. Examples from applications such as agent-based simulations will be used to illustrate implementations, with source code extracts. Also briefly introduced is advanced material such as use of clusters of multiple GPUs, using a combination of the Message Passing Interface (MPI) and the Common Unified Device Architecture (CUDA). Implementation challenges, such as memory hierarchies and latency hiding needs, will be described. The tutorial is structured to minimize duplication of existing GPU literature, but to be self-contained and customized for simulation applications.   2007Handling Time Management under the HLA Kalyan Perumalla Interservice/Industry Training, Simulation and Education Conference (I/ITSEC) 2007 Parallel and Distributed Simulation: Traditional Techniques and Recent Advances 2006Parallel and Distributed Simulation: Traditional Techniques and Recent Advances Handling Time Management under the HLA Kalyan Perumalla Interservice/Industry Training, Simulation and Education Conference (I/ITSEC) 2006 2005Distributed Simulation Systems & the High Level Architecture (HLA) Kalyan Perumalla Interservice/Industry Training, Simulation and Education Conference (I/ITSEC) 2005 2004Distributed Simulation Systems & the High Level Architecture (HLA) Kalyan Perumalla Interservice/Industry Training, Simulation and Education Conference (I/ITSEC) 2004 1999The High Level Architecture for Simulation Richard Fujimoto, Katherine Morse, Richard Weatherly, and Kalyan Perumalla ACM/IEEE/SCS Workshop on Parallel and Distributed Simulation 1999 SELECT * FROM pubs WHERE PubType=6 ORDER BY PubYear DESC, PubDate DESC, PubAuthors |
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