Collaborative load-balancing in storage networks using agent negotiation

被引:0
|
作者
Raz, Shay [1 ]
Lin, Raz [1 ]
Shehory, Onn [2 ]
机构
[1] Bar Ilan Univ, Dept Comp Sci, IL-52900 Ramat Gan, Israel
[2] Univ Haifa, IBM Res Labs Israel, IL-31905 Haifa, Israel
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The rapid advances in the computer industry allow building larger systems that require mass storage volumes. As storage space increases, its management becomes increasingly difficult. In contemporary enterprise storage systems, performance has developed into a major bottleneck, which negatively affects the overall IT performance. Centralized solutions are often infeasible and thus a distributed solution should be Sought. Our novel approach involves incorporating intelligent agents to the storage system, allowing the utilization of a distributed negotiation scheme between agents that act on behalf of the clients who require storage and on behalf of the storage servers within the system. Using a Simulation environment which models real settings of a large storage network. we demonstrate the benefits of applying our distributed solution in the storage management domain in terms of client satisfaction, servers' revenue, and overall system performance. Our results show a significant improvement in storage performance when this solution is implemented.
引用
收藏
页码:306 / +
页数:3
相关论文
共 50 条
  • [1] Load-balancing on swapped or OTIS networks
    Zhao, Chenggui
    Xiao, Wenjun
    Parhami, Behrooz
    [J]. JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2009, 69 (04) : 389 - 399
  • [2] Adaptive load-balancing algorithms using symmetric broadcast networks
    Das, SK
    Harvey, DJ
    Biswas, R
    [J]. JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2002, 62 (06) : 1042 - 1068
  • [3] PERFORMANCE MODELING OF LOAD-BALANCING ALGORITHMS USING NEURAL NETWORKS
    AHMAD, I
    GHAFOOR, A
    MEHROTRA, K
    MOHAN, CK
    RANKA, S
    [J]. CONCURRENCY-PRACTICE AND EXPERIENCE, 1994, 6 (05): : 393 - 409
  • [4] Randomized Algorithms for Dynamic Storage Load-Balancing
    Liu, Liang
    Fortnow, Lance
    Li, Jin
    Wang, Yating
    Xu, Jun
    [J]. PROCEEDINGS OF THE SEVENTH ACM SYMPOSIUM ON CLOUD COMPUTING (SOCC 2016), 2016, : 210 - 222
  • [5] Load-balancing routing for wireless access networks
    Hsiao, PH
    Hwang, A
    Kung, HT
    Vlah, D
    [J]. IEEE INFOCOM 2001: THE CONFERENCE ON COMPUTER COMMUNICATIONS, VOLS 1-3, PROCEEDINGS: TWENTY YEARS INTO THE COMMUNICATIONS ODYSSEY, 2001, : 986 - 995
  • [6] On the optimality and interconnection of valiant load-balancing networks
    Babaioff, Moshe
    Chuang, John
    [J]. INFOCOM 2007, VOLS 1-5, 2007, : 80 - +
  • [7] A new load-balancing algorithm in wireless networks
    Jie, Yang
    Li, Wan
    Qu, Changqing
    Savaria, John
    [J]. Journal of Networks, 2013, 8 (08) : 1781 - 1787
  • [8] A Webgis Load-balancing Algorithm Based on Collaborative Task Clustering
    Huang Ying
    Guo Mingqiang
    Luo Xiangang
    Liu Yong
    [J]. 2009 INTERNATIONAL CONFERENCE ON ENVIRONMENTAL SCIENCE AND INFORMATION APPLICATION TECHNOLOGY, VOL III, PROCEEDINGS,, 2009, : 736 - 739
  • [9] Load-balancing clusters in wireless ad hoc networks
    Amis, AD
    Prakash, R
    [J]. 3RD IEEE SYMPOSIUM ON APPLICATION SPECIFIC SYSTEMS AND SOFTWARE ENGINEERING TECHNOLOGY, PROCEEDINGS, 2000, : 25 - 32
  • [10] Autonomic management of scalable load-balancing for ubiquitous networks
    Tonouchi, Toshio
    Beppu, Yasuyuki
    [J]. MANAGEMENT OF CONVERGENCE NETWORKS AND SERVICES, PROCEEDINGS, 2006, 4238 : 33 - 42