Evolution of optimal compute server clusters for dynamic load-balancing systems

Leland Hovey; Dmitri E. Volper; Jae C. Oh

doi:10.1109/CEC.2003.1299621

Evolution of optimal compute server clusters for dynamic load-balancing systems

Leland Hovey, Dmitri E. Volper, Jae C. Oh

Department of Electrical Engineering & Computer Science

Research output: Contribution to conference › Paper › peer-review

2 Scopus citations

Abstract

The paper studies emergence of coalitions for optimal load-balancing among compute nodes in large distributed systems. A compute node in our model is a rational agent that tries to minimize the difference between its load and the average load of other nodes in the vicinity. By limiting communication within the clusters, the cost of communication necessary for dynamic load-balancing is dramatically decreased.

Original language	English (US)
Pages	528-535
Number of pages	8
DOIs	https://doi.org/10.1109/CEC.2003.1299621
State	Published - 2003
Event	2003 Congress on Evolutionary Computation, CEC 2003 - Canberra, ACT, Australia Duration: Dec 8 2003 → Dec 12 2003

Other

Other	2003 Congress on Evolutionary Computation, CEC 2003
Country/Territory	Australia
City	Canberra, ACT
Period	12/8/03 → 12/12/03

ASJC Scopus subject areas

Computational Mathematics

Access to Document

10.1109/CEC.2003.1299621

Cite this

@conference{636d0565db34435c92e937224f4efa71,

title = "Evolution of optimal compute server clusters for dynamic load-balancing systems",

abstract = "The paper studies emergence of coalitions for optimal load-balancing among compute nodes in large distributed systems. A compute node in our model is a rational agent that tries to minimize the difference between its load and the average load of other nodes in the vicinity. By limiting communication within the clusters, the cost of communication necessary for dynamic load-balancing is dramatically decreased.",

author = "Leland Hovey and Volper, {Dmitri E.} and Oh, {Jae C.}",

year = "2003",

doi = "10.1109/CEC.2003.1299621",

language = "English (US)",

pages = "528--535",

note = "2003 Congress on Evolutionary Computation, CEC 2003 ; Conference date: 08-12-2003 Through 12-12-2003",

}

TY - CONF

T1 - Evolution of optimal compute server clusters for dynamic load-balancing systems

AU - Hovey, Leland

AU - Volper, Dmitri E.

AU - Oh, Jae C.

PY - 2003

Y1 - 2003

N2 - The paper studies emergence of coalitions for optimal load-balancing among compute nodes in large distributed systems. A compute node in our model is a rational agent that tries to minimize the difference between its load and the average load of other nodes in the vicinity. By limiting communication within the clusters, the cost of communication necessary for dynamic load-balancing is dramatically decreased.

AB - The paper studies emergence of coalitions for optimal load-balancing among compute nodes in large distributed systems. A compute node in our model is a rational agent that tries to minimize the difference between its load and the average load of other nodes in the vicinity. By limiting communication within the clusters, the cost of communication necessary for dynamic load-balancing is dramatically decreased.

UR - http://www.scopus.com/inward/record.url?scp=84901391075&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84901391075&partnerID=8YFLogxK

U2 - 10.1109/CEC.2003.1299621

DO - 10.1109/CEC.2003.1299621

M3 - Paper

AN - SCOPUS:84901391075

SP - 528

EP - 535

T2 - 2003 Congress on Evolutionary Computation, CEC 2003

Y2 - 8 December 2003 through 12 December 2003

ER -

Evolution of optimal compute server clusters for dynamic load-balancing systems

Abstract

Other

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this