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
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

Publication series

Name	Proceedings - 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015
Volume	2

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

Access to Document

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 (pp. 139-142). Article 7397350 (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.. 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. Institute of Electrical and Electronics Engineers Inc., 2016. p. 139-142 7397350 (Proceedings - 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015; Vol. 2).

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., 7397350, 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., 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. Institute of Electrical and Electronics Engineers Inc. 2016. p. 139-142. 7397350. (Proceedings - 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015). doi: 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. Institute of Electrical and Electronics Engineers Inc., 2016. pp. 139-142 (Proceedings - 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015).

@inproceedings{a21c0b4db7794f5f988652a438c53870,

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

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.",

author = "Qinyun Zhu and Oh, {Jae C.}",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology Workshops, WI-IAT Workshops 2015 ; Conference date: 06-12-2015 Through 09-12-2015",

year = "2016",

month = feb,

day = "2",

doi = "10.1109/WI-IAT.2015.96",

language = "English (US)",

series = "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",

booktitle = "Proceedings - 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015",

}

TY - GEN

T1 - Equality or efficiency

T2 - 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology Workshops, WI-IAT Workshops 2015

AU - Zhu, Qinyun

AU - Oh, Jae C.

PY - 2016/2/2

Y1 - 2016/2/2

N2 - 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.

AB - 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.

UR - http://www.scopus.com/inward/record.url?scp=85015363755&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85015363755&partnerID=8YFLogxK

U2 - 10.1109/WI-IAT.2015.96

DO - 10.1109/WI-IAT.2015.96

M3 - Conference contribution

AN - SCOPUS:85015363755

T3 - Proceedings - 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015

SP - 139

EP - 142

BT - Proceedings - 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015

PB - Institute of Electrical and Electronics Engineers Inc.

Y2 - 6 December 2015 through 9 December 2015

ER -

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

Abstract

Publication series

Other

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this