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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.
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2003 (English)Conference paper, Published paper (Refereed)
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.

Place, publisher, year, edition, pages
2003, 1. , 11 p.
Series
LNCS, 2790
National Category
Computer and Information Sciences
Identifiers
URN: urn:nbn:se:ri:diva-22430DOI: 10.1007/b12024ISBN: 978-3-540-40788-1 (print)OAI: oai:DiVA.org:ri-22430DiVA: diva2:1041975
Conference
Euro-Par 2003: International Conference on Parallel and Distributed Computing, 26-29 Aug 2003, Klagenfurt, Austria
Available from: 2016-10-31 Created: 2016-10-31 Last updated: 2018-01-14Bibliographically approved

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CiteExportLink to record
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Citation style
  • apa
  • harvard1
  • ieee
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Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
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