Equality or efficiency: A game of distributed multi-type fair resource allocation on computational agents

Qinyun Zhu; Jae C. Oh

doi:10.1109/WI-IAT.2015.96

Equality or efficiency: A game of distributed multi-type fair resource allocation on computational agents

Qinyun Zhu, Jae C. Oh

Department of Electrical Engineering & Computer Science

Research output: Chapter in Book/Entry/Poem › Conference contribution

3 Scopus citations

Abstract

We propose a game theoretical approach to multitype fair resource allocation algorithms in a distributed heterogeneous environment. Distributed approaches can benefit large scale computing systems, especially if the hardware computing resources in the system are organized in a decentralized manner as in federated clusters and cyber physical systems. The simulation results show that our approach has comparable performance to well-known centralized and decentralized approaches in fairness and resource utilization, while relies less on communications.

Original language	English (US)
Title of host publication	Proceedings - 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	139-142
Number of pages	4
Volume	2
ISBN (Electronic)	9781467396172
DOIs	https://doi.org/10.1109/WI-IAT.2015.96
State	Published - Feb 2 2016
Event	2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology Workshops, WI-IAT Workshops 2015 - Singapore, Singapore Duration: Dec 6 2015 → Dec 9 2015

Other

Other	2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology Workshops, WI-IAT Workshops 2015
Country/Territory	Singapore
City	Singapore
Period	12/6/15 → 12/9/15

ASJC Scopus subject areas

Computer Networks and Communications
Software

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10.1109/WI-IAT.2015.96

Cite this

Zhu, Q., & Oh, J. C. (2016). Equality or efficiency: A game of distributed multi-type fair resource allocation on computational agents. In Proceedings - 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015 (Vol. 2, pp. 139-142). [7397350] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/WI-IAT.2015.96

Equality or efficiency: A game of distributed multi-type fair resource allocation on computational agents. / Zhu, Qinyun; Oh, Jae C.
Proceedings - 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015. Vol. 2 Institute of Electrical and Electronics Engineers Inc., 2016. p. 139-142 7397350.

Research output: Chapter in Book/Entry/Poem › Conference contribution

Zhu, Q & Oh, JC 2016, Equality or efficiency: A game of distributed multi-type fair resource allocation on computational agents. in Proceedings - 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015. vol. 2, 7397350, Institute of Electrical and Electronics Engineers Inc., pp. 139-142, 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology Workshops, WI-IAT Workshops 2015, Singapore, Singapore, 12/6/15. https://doi.org/10.1109/WI-IAT.2015.96

Zhu Q, Oh JC. Equality or efficiency: A game of distributed multi-type fair resource allocation on computational agents. In Proceedings - 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015. Vol. 2. Institute of Electrical and Electronics Engineers Inc. 2016. p. 139-142. 7397350 doi: 10.1109/WI-IAT.2015.96

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Equality or efficiency: A game of distributed multi-type fair resource allocation on computational agents

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