DocumentCode
576980
Title
A membrane computing inspired packing solution and its application to service center workload distribution
Author
Moldovan, Daniel ; Copil, Georgiana ; Salomie, Ioan ; Anghel, Ionut ; Cioara, Tudor
Author_Institution
Tech. Univ. of Cluj-Napoca, Cluj-Napoca, Romania
fYear
2012
fDate
Aug. 30 2012-Sept. 1 2012
Firstpage
281
Lastpage
288
Abstract
This paper presents a bio-inspired system based on membrane computing for solving packing problems in complex dynamic systems where the characteristics of the packed items change continuously. For representing such systems, a bio-inspired model is defined, having as core entities cells and molecules, the packing problem translating into the problem of matching molecules to cells. A symbiotic relationship involving a mutual exchange of chemicals and energy between cells and molecules is defined and used to control the matching process. The system is evaluated in the context of workload distribution in service centers, having as goal the reduction of service center energy consumption by minimizing the number of used servers without affecting the workload resource requirements.
Keywords
biocomputing; bioinspired model; bioinspired system; complex dynamic systems; membrane computing inspired packing solution; mutual exchange; packing problems; service center workload distribution; symbiotic relationship; workload resource requirements; Biological system modeling; Biomembranes; Computational modeling; Ions; Symbiosis; Virtual machining; bio-inspired; cloud computing; energy efficiency; membrane computing; workload distribution;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Computer Communication and Processing (ICCP), 2012 IEEE International Conference on
Conference_Location
Cluj-Napoca
Print_ISBN
978-1-4673-2953-8
Type
conf
DOI
10.1109/ICCP.2012.6356200
Filename
6356200
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