Autonomous decentralized load tracking systems and evaluation criteria for response stability

Tetsuya Masuishi, Yasuyuki Oki, Koichi Shibata, Kinji Mori

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

1 Citation (Scopus)

Abstract

This paper proposes autonomous decentralized load tracking system to adapt computing resource to unpredictably fluctuating load. Autonomous measurement technology is proposed to achieve better response time, by communicating load difference among subsystems and normalized integral to estimate total load using limited information gathered within a measurement period. Autonomous controlled decision technology is proposed. Characteristics for the system to maintain are clarified and a decision mechanism by binary functions with uniformly distributed thresholds is proposed. Evaluation criteria for response and stability are proposed to measure response satisfaction for end users and stability satisfaction for system administrators. A trade-off relationship is shown between the two criteria. Comparisons with existent technologies are done using the criteria.

Original languageEnglish
Title of host publicationProceedings - Eighth International Symposium on Autonomous Decentralized Systems, ISADS 2007
Pages255-262
Number of pages8
DOIs
Publication statusPublished - 2007
Externally publishedYes
Event8th International Symposium on Autonomous Decentralized Systems, ISADS 2007 - Sedona, AZ
Duration: 2007 Mar 212007 Mar 23

Other

Other8th International Symposium on Autonomous Decentralized Systems, ISADS 2007
CitySedona, AZ
Period07/3/2107/3/23

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Computer Science Applications
  • Software

Cite this

Masuishi, T., Oki, Y., Shibata, K., & Mori, K. (2007). Autonomous decentralized load tracking systems and evaluation criteria for response stability. In Proceedings - Eighth International Symposium on Autonomous Decentralized Systems, ISADS 2007 (pp. 255-262). [4144678] https://doi.org/10.1109/ISADS.2007.22