DocumentCode :
691655
Title :
Cake cutting of CPU resources among multiple HPC agents on a cloud
Author :
Malladi, Kausal ; Ganguly, Debarati
Author_Institution :
Dept. of Comput. Sci., Int. Inst. of Inf. Technol. - Bangalore, Bangalore, India
fYear :
2013
fDate :
25-27 July 2013
Firstpage :
7
Lastpage :
12
Abstract :
“You cut, I choose” is a classical algorithm for fair sharing of resources among two agents which guarantees “envy-freeness”. In a multi-agent scenario, several algorithms were proposed for sharing resources fairly on a Cloud. However, no algorithm has been proposed till now for High Performance Computing (HPC) agents which are computational intensive, where not just the resources are to be fair-shared but used to the utmost. This paper proposes an algorithm that considers a specific number of HPC agents that can be run on a host machine and tries to do a fair-share of resources. The proposed algorithm assumes the agents demanding resources to be taking a game-theoretic approach and gives a decent proportion of the demand as the allocation value. This algorithm works for a real-world scenario in which, the agents keep getting added dynamically to a host machine and assumes that the agents will not depart after they are allocated.
Keywords :
cloud computing; game theory; multi-agent systems; parallel processing; CPU resources; HPC agents; cake cutting; cloud computing; game theoretic approach; high performance computing; multi-agent scenario; Algorithm design and analysis; Cloud computing; Dynamic scheduling; Heuristic algorithms; Information technology; Market research; Resource management; Algorithms; Clouds; Distributed computing; High performance computing; Resource Management;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Recent Trends in Information Technology (ICRTIT), 2013 International Conference on
Conference_Location :
Chennai
Type :
conf
DOI :
10.1109/ICRTIT.2013.6844172
Filename :
6844172
Link To Document :
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