Title :
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
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;
Conference_Titel :
Computer Science and Network Technology (ICCSNT), 2013 3rd International Conference on
Conference_Location :
Dalian
DOI :
10.1109/ICCSNT.2013.6967198
