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Parallel agent-based simulation on a cluster of workstations
RISE., Swedish ICT, SICS, Computer Systems Laboratory.ORCID-id: 0000-0002-9431-5139
RISE., Swedish ICT, SICS, Computer Systems Laboratory.
Vise andre og tillknytning
2003 (engelsk)Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

We discuss a parallel implementation of an agent-based simulation. Our approach allows to adapt a sequential simulator for large-scale simulation on a cluster of workstations. We target discrete-time simulation models that capture the behavior of WWW. The real-world phenomena of emerged aggregated behavior of the Internet population is studied. The system distributes data among workstations, which allows large-scale simulations infeasible on a stand-alone computer. The model properties cause traffic between workstations proportional to partition sizes. Network latency is hidden by concurrent simulation of multiple users. The system is implemented in Mozart that provides multithreading, dataflow variables, component-based software development, and network-transparency. Currently we can simulate up to 106 Web users on 104 Web sites using a cluster of 16 computers, which takes few seconds per simulation step, and for a problem of the same size, parallel simulation offers speedups between 11 and 14.

sted, utgiver, år, opplag, sider
2003, 1. , s. 11
Serie
LNCS ; 2790
HSV kategori
Identifikatorer
URN: urn:nbn:se:ri:diva-22430DOI: 10.1007/b12024ISBN: 978-3-540-40788-1 (tryckt)OAI: oai:DiVA.org:ri-22430DiVA, id: diva2:1041975
Konferanse
Euro-Par 2003: International Conference on Parallel and Distributed Computing, 26-29 Aug 2003, Klagenfurt, Austria
Tilgjengelig fra: 2016-10-31 Laget: 2016-10-31 Sist oppdatert: 2023-06-07bibliografisk kontrollert

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  • en-US
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  • sv-SE
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