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Empowering study of delay bound tightness with simulated annealing
KTH, School of Information and Communication Technology (ICT), Electronic Systems.
KTH, School of Information and Communication Technology (ICT), Electronic Systems.ORCID iD: 0000-0003-0061-3475
2014 (English)In: Proceedings -Design, Automation and Test in Europe, DATE, 2014Conference paper, Published paper (Refereed)
Abstract [en]

Studying the delay bound tightness typically takes a practical approach by comparing simulated results against analytic results. However, this is often a manual process whereas many simulation parameters have to be configured before the simulations run. This is a tedious and time-consuming process. We propose a technique to automate this process by using a simulated annealing approach. We formulate the problem as an online optimization problem, and embed a simulated annealing algorithm in the simulation environment to guide the search of configuration parameters which give good tightness results. This is a fully automated procedure and thus provide a promising path to automatic design space exploration in similar contexts. Experiment results of an all-to-one communication network with large searching space and complicated constraints illustrate the effectiveness of our method.

Place, publisher, year, edition, pages
2014.
Series
Design Automation and Test in Europe Conference and Expo, ISSN 1530-1591
Keyword [en]
Automation, Automatic design space explorations, Configuration parameters, Online optimization, Searching spaces, Simulated annealing algorithms, Simulated results, Simulation environment, Simulation parameters, Simulated annealing
National Category
Electrical Engineering, Electronic Engineering, Information Engineering
Identifiers
URN: urn:nbn:se:kth:diva-168880DOI: 10.7873/DATE2014.263ISI: 000354965500250Scopus ID: 2-s2.0-84903837226ISBN: 9783981537024 (print)OAI: oai:DiVA.org:kth-168880DiVA: diva2:819453
Conference
17th Design, Automation and Test in Europe, DATE 2014, 24 March 2014 through 28 March 2014, Dresden
Note

QC 20150610

Available from: 2015-06-10 Created: 2015-06-09 Last updated: 2015-08-17Bibliographically approved

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Lu, Zhonghai

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CiteExportLink to record
Permanent link

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Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
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