Autonomous decentralized resource allocation for tracking dynamic load change

Tetsuya Masuishi, Yasuyuki Ooki, Hisayuki Kuriyama, Kinji Mori

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

8 Citations (Scopus)

Abstract

System architecture is proposed to adapt computing resource to load changes of the service requests from the Internet. The architecture employs an autonomous decentralized computing scheme for resource allocation. A subsystem has a production server to process service requests and a coordination server to adapt computing resource to load changes. Coordination is executed among subsystems to calculate how many resources are needed. Three system architectures, centralized resource allocation, autonomous decentralized resource allocation with independent adaptation and autonomous decentralized resource allocation with coordinated adaptation, are compared for tracking ability through simulation. Autonomous decentralized resource allocation with coordinated adaptation shows a good tracking ability comparable to the centralized resource allocation that should be nearly optimal. Since autonomous decentralized architecture shows better performance for availability than centralized architecture, autonomous decentralized allocation achieves the best performance for overall criteria.

Original languageEnglish
Title of host publicationProceedings - 2005 International Symposium on Autonomous Decentralized Systems, ISADS 2005
Pages277-283
Number of pages7
Volume2005
DOIs
Publication statusPublished - 2005
Externally publishedYes
Event2005 International Symposium on Autonomous Decentralized Systems, ISADS 2005 - Chengdu, Jiuzhaigou
Duration: 2005 Apr 42005 Apr 8

Other

Other2005 International Symposium on Autonomous Decentralized Systems, ISADS 2005
CityChengdu, Jiuzhaigou
Period05/4/405/4/8

ASJC Scopus subject areas

  • Engineering(all)

Fingerprint Dive into the research topics of 'Autonomous decentralized resource allocation for tracking dynamic load change'. Together they form a unique fingerprint.

  • Cite this

    Masuishi, T., Ooki, Y., Kuriyama, H., & Mori, K. (2005). Autonomous decentralized resource allocation for tracking dynamic load change. In Proceedings - 2005 International Symposium on Autonomous Decentralized Systems, ISADS 2005 (Vol. 2005, pp. 277-283). [1452067] https://doi.org/10.1109/ISADS.2005.1452067