Engineering energy-aware web services toward dynamically-green computing

Peter Bartalos, M. Brian Blake

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

8 Scopus citations

Abstract

With the emergence of commodity computing environments (i.e. clouds), information technology (IT) infrastructure providers are creating data centers in distributed geographical regions. Since geographic regions have different costs and demands on their local power grids, cloud computing infrastructures will require innovative management procedures to ensure energy-efficiency that spans multiple regions. Macro-level measurement of energy consumption that focuses on the individual servers does not have the dynamism to respond to situations where domain-specific software services are migrated to different data centers in varying regions. Next-generation models will have to understand the impact on power consumption for a particular software application or software service, at a micro-level. A challenge to this approach is to develop a prediction of energy conservation a priori. In this work, we discuss the challenges for measuring the power consumption of an individual web service. We discuss the challenges of determining the power consumption profile of a web service each time it is migrated to a new server and the training procedure of the power model. This potentially promotes creating a dynamically-green cloud infrastructure.

Original languageEnglish (US)
Title of host publicationService-Oriented Computing, ICSOC 2011 Workshops - ICSOC 2011 International Workshops, WESOA, NFPSLAM-SOC, and Satellite Events, Revised Selected Papers
Pages87-96
Number of pages10
DOIs
StatePublished - Sep 3 2012
Event2011 International Conference on Service-Oriented Computing, ICSOC 2011 - Paphos, Cyprus
Duration: Dec 5 2011Dec 8 2011

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume7221 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other2011 International Conference on Service-Oriented Computing, ICSOC 2011
CountryCyprus
CityPaphos
Period12/5/1112/8/11

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Keywords

  • Energy-awareness
  • green web service
  • service-oriented software engineering
  • web service

ASJC Scopus subject areas

  • Computer Science(all)
  • Theoretical Computer Science

Cite this

Bartalos, P., & Blake, M. B. (2012). Engineering energy-aware web services toward dynamically-green computing. In Service-Oriented Computing, ICSOC 2011 Workshops - ICSOC 2011 International Workshops, WESOA, NFPSLAM-SOC, and Satellite Events, Revised Selected Papers (pp. 87-96). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 7221 LNCS). https://doi.org/10.1007/978-3-642-31875-7_10