The panel of experts cloud pattern

Paul Watson*, Hugo G. Hiden, Simon J. Woodman, David E. Leahy, Jacek Cała, Paolo Missier

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this paper we describe the Panel of Experts cloud pattern and give examples of its use. The Panel of Experts pattern can be applied when a range of algorithms "compete" to provide the best solution to a problem. It can therefore be viewed as the dual of map-reduce [2] as it applies a set of functions to one data item, whereas map-reduce applies one function to a set of data items. The pattern has been evaluated through a large chemical informatics application which can take days to run on tens of cloud nodes.

Original languageEnglish
Title of host publicationCIKM 2011 Glasgow
Subtitle of host publicationCloudDB'11 - Proceedings of the 3rd International Workshop on Cloud Data Management
Pages23
Number of pages1
DOIs
Publication statusPublished - 2011
Event3rd International Workshop on Cloud DataManagement, CloudDB'11 - Glasgow, United Kingdom
Duration: 28 Oct 201128 Oct 2011

Publication series

NameInternational Conference on Information and Knowledge Management, Proceedings

Conference

Conference3rd International Workshop on Cloud DataManagement, CloudDB'11
Country/TerritoryUnited Kingdom
CityGlasgow
Period28/10/1128/10/11

Keywords

  • chemical informatics
  • cloud
  • patterns
  • workflow

ASJC Scopus subject areas

  • General Decision Sciences
  • General Business,Management and Accounting

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