Load Balancing of Distributed Servers in Distributed File Systems

被引:4
|
作者
Singh, Ravideep [1 ]
Gupta, Pradeep Kumar [2 ]
Gupta, Punit [1 ]
Malekian, Reza [2 ]
Maharaj, Bodhaswar T. [2 ]
Andriukaitis, Darius [3 ]
Valinevicius, Algimantas [3 ]
Bogatinoska, Dijana Capeska [4 ]
Karadimce, Aleksandar [4 ]
机构
[1] Jaypee Univ IT, Dept CSE, Solan 173234, HP, India
[2] Univ Pretoria, Dept Elect Elect & Comp Engn, ZA-0002 Pretoria, South Africa
[3] Kaunas Univ Technol, Fac Elect & Elect Engn, Dept Elect Engn, Kaunas, Lithuania
[4] Univ Informat Sci & Technol St Paul Apostle, Fac Comp Sci & Engn, Ohrid 6000, Macedonia
关键词
Distributed file system; Cloud storage; Performance; Over-load; Load balancing;
D O I
10.1007/978-3-319-25733-4_4
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
With the rapid growth in technology, there is a huge proliferation of data in cyberspace for its efficient management and minimizing the proliferation issues. Distributed file system plays a crucial role in the management of cloud storage which is distributed among the various servers. Many times some of these servers get overloaded for handling the client requests and others re-main idle. Huge number of client requests on a particular storage server may in-crease the load of the servers and will lead to slow down of that server or dis-card the client requests if not attended timely. This scenario degrades the over-all systems performance and increases the response time. In this paper, we have proposed an approach that balances the load of storage servers and effectively utilizes the server capabilities and resources. From our experimental results and performance comparison of proposed algorithm with least loaded algorithm we can conclude that our approach balances the load, efficiently utilize the server capabilities and leverage the overall system performance.
引用
收藏
页码:29 / 37
页数:9
相关论文
共 50 条
  • [1] Online bicriteria load balancing for distributed file servers
    Tse, Savio
    [J]. 2007 SECOND INTERNATIONAL CONFERENCE IN COMMUNICATIONS AND NETWORKING IN CHINA, VOLS 1 AND 2, 2007, : 79 - 83
  • [2] On file and task placements and dynamic load balancing in distributed systems
    Chuang, Po-Jen
    Cheng, Chi-Wei
    [J]. Tamkang Journal of Science and Engineering, 2002, 5 (04): : 241 - 252
  • [3] Preferential load balancing for distributed internet servers
    Rumsewicz, M
    Dwyer, M
    [J]. FIRST IEEE/ACM INTERNATIONAL SYMPOSIUM ON CLUSTER COMPUTING AND THE GRID, PROCEEDINGS, 2001, : 363 - 370
  • [4] LOAD BALANCING IN DISTRIBUTED SYSTEMS
    CHOU, TCK
    ABRAHAM, JA
    [J]. IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 1982, 8 (04) : 401 - 412
  • [5] FILE SERVERS FOR NETWORK-BASED DISTRIBUTED SYSTEMS
    SVOBODOVA, L
    [J]. COMPUTING SURVEYS, 1984, 16 (04) : 353 - 398
  • [6] Dynamic load balancing in geographically distributed heterogeneous Web servers
    Colajanni, M
    Yu, PS
    Cardellini, V
    [J]. 18TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS, PROCEEDINGS, 1998, : 295 - 302
  • [7] MMPacking: A load and storage balancing algorithm for distributed multimedia servers
    Serpanos, DN
    Georgiadis, L
    Bouloutas, T
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1998, 8 (01) : 13 - 17
  • [8] MMPacking: A load and storage balancing algorithm for distributed multimedia servers
    Serpanos, DN
    Georgiadis, L
    Bouloutas, T
    [J]. INTERNATIONAL CONFERENCE ON COMPUTER DESIGN - VLSI IN COMPUTERS AND PROCESSORS, PROCEEDINGS, 1996, : 170 - 174
  • [9] Distributed Load Balancing in Heterogenous Systems
    Yun, Se-Young
    Proutiere, Alexandre
    [J]. 2014 48TH ANNUAL CONFERENCE ON INFORMATION SCIENCES AND SYSTEMS (CISS), 2014,
  • [10] A flexible load balancing in distributed systems
    Wang, JH
    Zhou, XS
    Shi, XA
    Zhan, JG
    [J]. 2003 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-5, PROCEEDINGS, 2003, : 1978 - 1981