Title :
The efficient data storage management system on cluster-based private cloud data center
Author :
Khaing, Cho Cho ; Naing, Thinn Thu
Abstract :
The widespread popularity of Cloud computing as a preferred platform for the deployment of web applications has resulted in an enormous number of applications moving to the cloud, and the huge success of cloud service providers. The data center storage management plays a vital role in cloud computing environments. Especially the PC cluster-based data storage is necessary to manage data on low cost storage servers in which storage space can be reduced. This system presents an efficient data storage approach to work out many nodes in a cluster using Cloud-based Distributed File System (CDFS) compatible file system with variable chunk size to facilitate massive data processing. This system introduces the implementation enhancement on MapReduce to improve the system throughput and the scalability to keep on working with the amount of existing physical storage capacity when the number of users and files increase. Then CDFS also reduces the storage space in the storage server using Huffman Compression.
Keywords :
cloud computing; computer centres; distributed databases; network operating systems; pattern clustering; Huffman compression; MapReduce; PC cluster-based data storage; Web applications; cloud computing environments; cloud service providers; cloud-based distributed file system; cluster-based private cloud data center; compatible file system; data storage management system; low cost storage servers; massive data processing; physical storage capacity; storage space; system scalability; system throughput; variable chunk size; Cloud computing; Computer architecture; Data processing; File systems; Programming; Servers; Virtual machining; CDFS; Huffman Coding; MapReduce; PC cluster-based data storage;
Conference_Titel :
Cloud Computing and Intelligence Systems (CCIS), 2011 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-61284-203-5
DOI :
10.1109/CCIS.2011.6045066