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
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
相关论文
共 50 条
  • [1] Towards Building Reliable and Cost-Efficient Distributed Storage Systems
    Qi, Yichuan
    Feng, Dan
    Hou, Binbing
    IEEE ACCESS, 2020, 8 : 157862 - 157877
  • [2] CDStore: Toward Reliable, Secure, and Cost-Efficient Cloud Storage via Convergent Dispersal
    Li, Mingqiang
    Qin, Chuan
    Li, Jingwei
    Lee, Patrick P. C.
    IEEE INTERNET COMPUTING, 2016, 20 (03) : 45 - 53
  • [3] Scalable and Cost-Efficient Algorithms for VNF Chaining and Placement Problem
    Khebbache, Selma
    Hadji, Makhlouf
    Zeghlache, Djamal
    PROCEEDINGS OF THE 2017 20TH CONFERENCE ON INNOVATIONS IN CLOUDS, INTERNET AND NETWORKS (ICIN), 2017, : 92 - 99
  • [4] C-Cloud: A Cost-Efficient Reliable Cloud of Surplus Computing Resources
    Dutta, Partha
    Mukherjee, Tridib
    Hegde, Vinay G.
    Gujar, Sujit
    2014 IEEE 7TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING (CLOUD), 2014, : 986 - 987
  • [5] Cost-Efficient Algorithms for Critical Resource Allocation in Cloud Federations
    Hadji, Makhlouf
    Aupetit, Benjamin
    Zeghlache, Djamal
    2016 5TH IEEE INTERNATIONAL CONFERENCE ON CLOUD NETWORKING (IEEE CLOUDNET), 2016, : 1 - 6
  • [6] Cost-Efficient, Reliable,Utility-Based Session Management in the Cloud
    Byholm, Benjamin
    Porres, Ivan
    2014 14TH IEEE/ACM INTERNATIONAL SYMPOSIUM ON CLUSTER, CLOUD AND GRID COMPUTING (CCGRID), 2014, : 102 - 111
  • [7] Cost-Efficient Storage for On-Demand Video Streaming on Cloud
    Darwich, Mahmoud
    Ismail, Yasser
    Darwich, Talal
    Bayoumi, Magdy
    2020 IEEE 6TH WORLD FORUM ON INTERNET OF THINGS (WF-IOT), 2020,
  • [8] Mimir: Finding Cost-efficient Storage Configurations in the Public Cloud
    Park, Hojin
    Ganger, Gregory R.
    Amvrosiadis, George
    PROCEEDINGS OF THE 16TH ACM INTERNATIONAL SYSTEMS AND STORAGE CONFERENCE, SYSTOR 2023, 2023, : 22 - 34
  • [9] Using Simulation to Design Scalable and Cost-Efficient Archival Storage Systems
    Byron, James
    Long, Darrell D. E.
    Miller, Ethan L.
    2018 IEEE 26TH INTERNATIONAL SYMPOSIUM ON MODELING, ANALYSIS, AND SIMULATION OF COMPUTER AND TELECOMMUNICATION SYSTEMS (MASCOTS), 2018, : 25 - 39
  • [10] Cost-Efficient Distributed MapReduce Job Scheduling across Cloud Federation
    Gouasmi, Thouraya
    Louati, Wajdi
    Kacem, Ahmed Hadj
    2017 IEEE INTERNATIONAL CONFERENCE ON SERVICES COMPUTING (SCC), 2017, : 289 - 296