Autonomous Push-Pull Coordination Technology to Achieve Reconciling Resource Utilization in Heterogeneous Communities Environment

Titichaya Thanamitsomboon, Xiaodong Lu, Kinji Mori

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

Abstract

In recent years, the online large-scale services such as transport service system has massively expanded and reached a large number of users. However, while the service providers are striving to best-utilize and efficiently organize their resources, they face a crucial challenge of users' demands which, at many times, contradict the resource utilization. Thus, this paper extends the previous work and proposes Autonomous Push-Pull Coordination Technology to Achieve Reconciling Resource Utilization in Heterogeneous Communities Environment. In the coordination technology that is based on autonomous community approach, a subsystem that is surplus in resources autonomously forms a push community to distribute the surplus resources, and a subsystem that lacks in resources autonomously forms a pull community to request for extra resources. A trade off between resource provision timeliness and resource allocation effectiveness leads to a dynamic decision on the community size and the number of allocated resources. In addition, the coordination within and among heterogeneous communities adopt the advantage of community in order to simultaneously move the resources in one step. The goal of this technology is to improve service response time while maintaining high resource allocation efficiency. The results on various numbers of requesting users show that the performance of the proposed technology is better than conventional technologies when requesting user rate is high.

Original languageEnglish
Title of host publicationProceedings - 2015 IEEE 12th International Symposium on Autonomous Decentralized Systems, ISADS 2015
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages93-100
Number of pages8
ISBN (Print)9781479982615
DOIs
Publication statusPublished - 2015 Apr 29
Event2015 12th IEEE International Symposium on Autonomous Decentralized Systems, ISADS 2015 - Taichung, Taiwan, Province of China
Duration: 2015 Mar 252015 Mar 27

Other

Other2015 12th IEEE International Symposium on Autonomous Decentralized Systems, ISADS 2015
CountryTaiwan, Province of China
CityTaichung
Period15/3/2515/3/27

Fingerprint

Resource allocation

Keywords

  • Autonomous push-pull coordination
  • dynamic decision
  • resource allocation

ASJC Scopus subject areas

  • Artificial Intelligence
  • Control and Systems Engineering

Cite this

Thanamitsomboon, T., Lu, X., & Mori, K. (2015). Autonomous Push-Pull Coordination Technology to Achieve Reconciling Resource Utilization in Heterogeneous Communities Environment. In Proceedings - 2015 IEEE 12th International Symposium on Autonomous Decentralized Systems, ISADS 2015 (pp. 93-100). [7098243] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISADS.2015.52

Autonomous Push-Pull Coordination Technology to Achieve Reconciling Resource Utilization in Heterogeneous Communities Environment. / Thanamitsomboon, Titichaya; Lu, Xiaodong; Mori, Kinji.

Proceedings - 2015 IEEE 12th International Symposium on Autonomous Decentralized Systems, ISADS 2015. Institute of Electrical and Electronics Engineers Inc., 2015. p. 93-100 7098243.

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

Thanamitsomboon, T, Lu, X & Mori, K 2015, Autonomous Push-Pull Coordination Technology to Achieve Reconciling Resource Utilization in Heterogeneous Communities Environment. in Proceedings - 2015 IEEE 12th International Symposium on Autonomous Decentralized Systems, ISADS 2015., 7098243, Institute of Electrical and Electronics Engineers Inc., pp. 93-100, 2015 12th IEEE International Symposium on Autonomous Decentralized Systems, ISADS 2015, Taichung, Taiwan, Province of China, 15/3/25. https://doi.org/10.1109/ISADS.2015.52
Thanamitsomboon T, Lu X, Mori K. Autonomous Push-Pull Coordination Technology to Achieve Reconciling Resource Utilization in Heterogeneous Communities Environment. In Proceedings - 2015 IEEE 12th International Symposium on Autonomous Decentralized Systems, ISADS 2015. Institute of Electrical and Electronics Engineers Inc. 2015. p. 93-100. 7098243 https://doi.org/10.1109/ISADS.2015.52
Thanamitsomboon, Titichaya ; Lu, Xiaodong ; Mori, Kinji. / Autonomous Push-Pull Coordination Technology to Achieve Reconciling Resource Utilization in Heterogeneous Communities Environment. Proceedings - 2015 IEEE 12th International Symposium on Autonomous Decentralized Systems, ISADS 2015. Institute of Electrical and Electronics Engineers Inc., 2015. pp. 93-100
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