Scalable and Cost-Efficient Algorithms for Reliable and Distributed Cloud Storage

被引:8
作者
Hadji, Makhlouf [1 ]
机构
[1] Technol Res Inst, SystemX, 8 Ave Vauve, F-91120 Palaiseau, France
来源
CLOUD COMPUTING AND SERVICES SCIENCE, CLOSER 2015 | 2016年 / 581卷
关键词
Cloud computing; Distributed storage; Data replication; Commodity flow; Encryption; Broker; Optimization; REPLICATION;
D O I
10.1007/978-3-319-29582-4_2
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper focuses on minimizing jointly data storage and networking costs in a distributed cloud storage environment. We present two new efficient algorithms to place encrypted data chunks and enhance data availability when guaranteeing a minimum cost of storage and communication in the same time. The proposed underlying solutions, based on linear programming approach lead to an exact formulation with convergence times feasible for small and medium network sizes. A new polynomial time algorithm is presented and shown to scale to much larger network sizes. Performance assessment results, using simulations, show the scalability and cost-efficiency of the proposed distributed cloud storage solutions.
引用
收藏
页码:15 / 37
页数:23
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