Based on RPCL center control site location searching under cloud computing situation

Author

Shen Jiajie ; Chen Zhiyun

Author_Institution

Comput. Center, East China Normal Univ., Shanghai, China

fYear

2013

fDate

12-13 Oct. 2013

Firstpage

659

Lastpage

662

Abstract

Aiming to problem of how to find center control site location of computer cluster to reduce the communication cost under cloud computing situation, using the method of replacing the distance function and improving update sample operator of standard RPCL(Rival Penalized Competitive Learning) algorithm, an improved RPCL algorithm is designed to handle to this problem. Though theoretical derivation, the characteristic of improved RPCL algorithm of is found, and the correctness of the improved RPCL algorithm is proofed. The correctness of the theoretical derivation and the algorithm is verified by the experiment.

Keywords

cloud computing; learning (artificial intelligence); RPCL center control site location search; algorithm correctness verification; cloud computing situation; communication cost reduction; computer cluster; distance function; rival penalized competitive learning algorithm; theoretical derivation correctness verification; update sample operator improvement; Algorithm design and analysis; Cloud computing; Clustering algorithms; Computers; Optimization; Search problems; Standards; RPCL algorithm; cloud computing; computer cluster;

fLanguage

English

Publisher

ieee

Conference_Titel

Computer Science and Network Technology (ICCSNT), 2013 3rd International Conference on

Conference_Location

Dalian

Type

conf

DOI

10.1109/ICCSNT.2013.6967198

Filename

6967198