Equality or efficiency

A game of distributed multi-type fair resource allocation on computational agents

Qinyun Zhu, Jae C Oh

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

2 Citations (Scopus)

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 languageEnglish (US)
Title of host publicationProceedings - 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages139-142
Number of pages4
Volume2
ISBN (Electronic)9781467396172
DOIs
StatePublished - Feb 2 2016
Event2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology Workshops, WI-IAT Workshops 2015 - Singapore, Singapore
Duration: Dec 6 2015Dec 9 2015

Other

Other2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology Workshops, WI-IAT Workshops 2015
CountrySingapore
CitySingapore
Period12/6/1512/9/15

Fingerprint

Resource allocation
Hardware
Communication
Cyber Physical System

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Software

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/Report/Conference proceedingConference 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 https://doi.org/10.1109/WI-IAT.2015.96
Zhu, Qinyun ; Oh, Jae C. / Equality or efficiency : A game of distributed multi-type fair resource allocation on computational agents. 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. pp. 139-142
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