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Multi-task scheduling based on QoS evaluation in cloud manufacturing system

  • Beihang University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Cloud manufacturing (CMfg) mode provides an effective means to intensely utilize distributed resources and manufacturing capability for personalized production. Increasing personalized customization implies more and more heterogeneous tasks and hence more sorts of requirements for services. As the granularity of tasks vary with changing users and products, the solution (or scheme) of task scheduling should be different. In order to efficiently provide the most suitable solution for each kind of tasks, different scheduling ways should be adopted under different circumstances. In this paper, we study scheduling issues for heterogeneous tasks with variable granularity and present two kinds of optimal scheduling mode based on user-oriented comprehensive evaluation. Then different encoding schemes relied on the genetic algorithm are proposed according to different scheduling strategies.

Original languageEnglish
Title of host publicationManufacturing Equipment and Systems
PublisherAmerican Society of Mechanical Engineers
ISBN (Electronic)9780791850749
DOIs
StatePublished - 2017
EventASME 2017 12th International Manufacturing Science and Engineering Conference, MSEC 2017 collocated with the JSME/ASME 2017 6th International Conference on Materials and Processing - Los Angeles, United States
Duration: 4 Jun 20178 Jun 2017

Publication series

NameASME 2017 12th International Manufacturing Science and Engineering Conference, MSEC 2017 collocated with the JSME/ASME 2017 6th International Conference on Materials and Processing
Volume3

Conference

ConferenceASME 2017 12th International Manufacturing Science and Engineering Conference, MSEC 2017 collocated with the JSME/ASME 2017 6th International Conference on Materials and Processing
Country/TerritoryUnited States
CityLos Angeles
Period4/06/178/06/17

Keywords

  • Cloud manufacturing
  • Heterogeneous
  • Multi-granularity
  • QoS valuation
  • Task scheduling
  • The genetic algorithm
  • User-orientation

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