A new popularity-based data replication strategy in cloud systems

被引:1
|
作者
Lazeb, Abdenour [1 ]
Mokadem, Riad [2 ]
Belalem, Ghalem [1 ]
机构
[1] Univ Oran1, Fac Exact & Appl Sci, Dept Comp Sci, Ahmed Ben Bella, Algeria
[2] Paul Sabatier Univ, Comp Sci Res Inst Toulouse IRIT, Toulouse, France
关键词
Data management; cloud systems; data replication; SLA; cost model; business model; performance; COST-AWARE; MANAGEMENT; ENVIRONMENTS; FRAMEWORK; SCHEME;
D O I
10.3233/MGS-210348
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Data-intensive cloud computing systems are growing year by year due to the increasing volume of data. In this context, data replication technique is frequently used to ensure a Quality of service, e.g., performance. However, most of the existing data replication strategies just reproduce the same number of replicas on some nodes, which is certainly not enough for more accurate results. To solve these problems, we propose a new data Replication and Placement strategy based on popularity of User Requests Group (RPURG). It aims to reduce the tenant response time and maximize benefit for the cloud provider while satisfying the Service Level Agreement (SLA). We demonstrate the validity of our strategy in a performance evaluation study. The result of experimentation shown robustness of RPURG.
引用
收藏
页码:159 / 177
页数:19
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