Study of data placement schemes for SNS services in cloud environment

NCU Institutional Repository > 資訊電機學院 > 通訊工程學系 > 期刊論文 > Item 987654321/106113

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題名:	Study of data placement schemes for SNS services in cloud environment
作者:	陳彥文;Chen, Yen-Wen;Lin, Meng-Hsien;Wu, Min-Yan
貢獻者:	資訊電機學院通訊工程學系
關鍵詞:	Analysis;Cloud computing;Clustering (Computers);Electronic data processing;Methods;Social networks;Virtual computer systems
日期:	2015-08-31
上傳時間:	2026-04-23 13:08:38 (UTC+8)
出版者:	Korea Society of Internet Information;KSII, the Korean Society for Internet Information
摘要:	摘要： Due to the high growth of SNS population, service scalability is one of the critical issues to be addressed. The cloud environment provides the flexible computing and storage resources for services deployment, which fits the characteristics of scalable SNS deployment. However, if the SNS related information is not properly placed, it will cause unbalance load and heavy transmission cost on the storage virtual machine (VM) and cloud data center (CDC) network. In this paper, we characterize the SNS into a graph model based on the users' associations and interest correlations. The node weight represents the degree of associations, which can be indexed by the number of friends or data sources, and the link weight denotes the correlation between users/data sources. Then, based on the SNS graph, the two-step algorithm is proposed in this paper to determine the placement of SNS related data among VMs. Two k- means based clustering schemes are proposed to allocate social data in proper VM and physical servers for pre-configured VM and dynamic VM environment, respectively. The experimental example was conducted and to illustrate and compare the performance of the proposed schemes. 出版者： KSII, the Korean Society for Internet Information 出版日期： 2015-08-31 出處： KSII transactions on Internet and information systems, 2015-08, Vol.9 (8), p.3203-3215 版權： COPYRIGHT 2015 KSII, the Korean Society for Internet Information 識別號： ISSN: 1976-7277 識別號： ISSN: 2288-1468 識別號： EISSN: 1976-7277 識別號： DOI: 10.3837/tiis.2015.08.027
顯示於類別:	[通訊工程學系] 期刊論文

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