抄録
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.
| 元の言語 | English |
|---|---|
| ホスト出版物のタイトル | Proceedings - 2015 IEEE 12th International Symposium on Autonomous Decentralized Systems, ISADS 2015 |
| 出版者 | Institute of Electrical and Electronics Engineers Inc. |
| ページ | 93-100 |
| ページ数 | 8 |
| ISBN（印刷物） | 9781479982615 |
| DOI | |
| 出版物ステータス | Published - 2015 4 29 |
| イベント | 2015 12th IEEE International Symposium on Autonomous Decentralized Systems, ISADS 2015 - Taichung, Taiwan, Province of China 継続期間: 2015 3 25 → 2015 3 27 |
Other
| Other | 2015 12th IEEE International Symposium on Autonomous Decentralized Systems, ISADS 2015 |
|---|---|
| 国 | Taiwan, Province of China |
| 市 | Taichung |
| 期間 | 15/3/25 → 15/3/27 |
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ASJC Scopus subject areas
- Artificial Intelligence
- Control and Systems Engineering
これを引用
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.研究成果: Conference contribution
}
TY - GEN
T1 - Autonomous Push-Pull Coordination Technology to Achieve Reconciling Resource Utilization in Heterogeneous Communities Environment
AU - Thanamitsomboon, Titichaya
AU - Lu, Xiaodong
AU - Mori, Kinji
PY - 2015/4/29
Y1 - 2015/4/29
N2 - 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.
AB - 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.
KW - Autonomous push-pull coordination
KW - dynamic decision
KW - resource allocation
UR - http://www.scopus.com/inward/record.url?scp=84937204797&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84937204797&partnerID=8YFLogxK
U2 - 10.1109/ISADS.2015.52
DO - 10.1109/ISADS.2015.52
M3 - Conference contribution
AN - SCOPUS:84937204797
SN - 9781479982615
SP - 93
EP - 100
BT - Proceedings - 2015 IEEE 12th International Symposium on Autonomous Decentralized Systems, ISADS 2015
PB - Institute of Electrical and Electronics Engineers Inc.
ER -