NDLI: A Fuzzy Scheduling Method in Equipment Grid

Content Provider	IEEE Xplore Digital Library
Author	Jie Yin Yue-Xuan Wang Cheng Wu
Copyright Year	2007
Description	Author affiliation: Tsinghua Univ., Beijing (Jie Yin)
Abstract	Equipment grid and equipment pool model of equipment grid are introduced. The process from submitting a job in equipment grid to obtaining of results is analyzed. A fuzzy scheduling method is proposed in equipment pool when a job is submitted to one of equipments within a pool. Fuzziness of this method lies in vagueness of users' appraisals about experiment results and execution quality of equipments. Equipment in a pool has a probability, which can be adjusted by users' fuzzy appraisals, to be scheduled. Users' feedback information is used in this paper to improve execution quality. Some algorithms are provided to increase utilization ratio of equipments with high execution quality and decrease utilization ratio of those with poor execution quality. From simulation result, it is obvious that this method and related algorithms can provide users more chances with high execution quality.
Starting Page	3099
Ending Page	3103
File Size	591287
Page Count	5
File Format	PDF
ISBN	9781424409723
DOI	10.1109/ICMLC.2007.4370680
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2007-08-19
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Feedback Machine learning Cybernetics Processor scheduling Appraisal Joining processes Resource management Instruments Prediction methods Computer integrated manufacturing Execution quality Equipment grid Fuzzy Scheduling
Content Type	Text
Resource Type	Article

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