Autonomous coordination technology through community organization for resource utilization

Titichaya Thanamitsomboon, Kotaro Hama, Riyako Sakamoto, Xiaodong Lu, Kinji Mori

Research output: Contribution to journalArticle

1 Citation (Scopus)

Abstract

The challenge in resource utilization under dynamic environment is how to utilize appropriate resources to the right users at the right time and the right location. In conventional system, centralized management system is applied but it tends to congest when user requests increase or resources rapidly move. Therefore, this paper proposes Autonomous Coordination Technology (ACT) through community organization for resource utilization. In ACT, a node which has surplus resources autonomously constructs community with a surplus-level based size and distributes resources to members which are deficient in resources. ACT consists of autonomous coordination within community and among communities. According to community organization, online property and flexibility can be satisfied. However, it is difficult to achieve service provision timeliness and resource allocation operatability in the mean time. Thus, ACT includes successive transportation method, and autonomous resource allocation which dynamic decision is made by a tradeoff between timeliness and operatability. As a result, the service assurance in terms of timeliness and operatability can be assured. The effectiveness of proposed technology is affirmed through the simulation of taxi dispatching application in terms of response time and standard deviation versus user rates.

Original languageEnglish
Pages (from-to)11-18
Number of pages8
JournalIEICE Transactions on Information and Systems
VolumeE94-D
Issue number1
DOIs
Publication statusPublished - 2011 Jan
Externally publishedYes

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Resource allocation

Keywords

  • Autonomous coordination
  • Autonomous decentralized community system
  • Resource utilization

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Software
  • Artificial Intelligence
  • Hardware and Architecture
  • Computer Vision and Pattern Recognition

Cite this

Autonomous coordination technology through community organization for resource utilization. / Thanamitsomboon, Titichaya; Hama, Kotaro; Sakamoto, Riyako; Lu, Xiaodong; Mori, Kinji.

In: IEICE Transactions on Information and Systems, Vol. E94-D, No. 1, 01.2011, p. 11-18.

Research output: Contribution to journalArticle

Thanamitsomboon, Titichaya ; Hama, Kotaro ; Sakamoto, Riyako ; Lu, Xiaodong ; Mori, Kinji. / Autonomous coordination technology through community organization for resource utilization. In: IEICE Transactions on Information and Systems. 2011 ; Vol. E94-D, No. 1. pp. 11-18.
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