Towards a micro-economic model for resource allocation in grid computing systems

被引：22
|
作者：
Subramoniam, K [1 ]
Maheswaran, M [1 ]
Toulouse, M [1 ]
机构：
[1] TRLabs Winnipeg, Winnipeg, MB R3Y 1P6, Canada
来源：
IEEE CCEC 2002: CANADIAN CONFERENCE ON ELECTRCIAL AND COMPUTER ENGINEERING, VOLS 1-3, CONFERENCE PROCEEDINGS | 2002年
关键词：
Individual resource; bundled resource; principle commodity; tatonnement process;
D O I：
10.1109/CCECE.2002.1013041
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Due to the expected scale of the Grid computing systems, we need to develop highly distributed and extensible resource allocation frameworks for such systems. Microeconomic principles such as auctioning and commodity market are two approaches that are being pursued by several researchers for the Grid resource allocation problem. In this paper, we use a commodity market based approach to allocate resources, where resources are classified into different classes based on the hardware components, network connectivity, and operating system. In commodity market, the prices of the commodities ("resources") are fixed using Individual supply and demand functions. In this paper we have developed an algorithm to determine the price of the resource. The simulation results show the performance of the pricing algorithm used In the commodity market.
引用
收藏
页码：782 / 785
页数：4
相关论文
共 50 条
  • [1] An Economic Model for Resource Allocation in Grid Computing
    Caramia, Massimiliano
    Giordani, Stefano
    [J]. OPERATIONS RESEARCH, 2011, 59 (04) : 956 - 972
  • [2] Reliability based micro-economic cost model for cloud computing systems
    Sharma, Rohit
    Singh, Raghuraj
    [J]. 2021 IEEE INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION, AND INTELLIGENT SYSTEMS (ICCCIS), 2021, : 293 - 297
  • [3] Resource allocation in grid computing
    Koole, Ger
    Righter, Rhonda
    [J]. JOURNAL OF SCHEDULING, 2008, 11 (03) : 163 - 173
  • [4] Resource allocation in grid computing
    Ger Koole
    Rhonda Righter
    [J]. Journal of Scheduling, 2008, 11 : 163 - 173
  • [5] A double auction mechanism for resource allocation on grid computing systems
    Weng, CL
    Lu, XD
    Xue, GT
    Deng, QN
    Li, MG
    [J]. GRID AND COOPERATIVE COMPUTING GCC 2004, PROCEEDINGS, 2004, 3251 : 269 - 276
  • [6] A prototype of a social and economic based resource allocation system in grid computing
    Pierantoni, Gabriele
    Kenny, Eamonn
    Coghlan, Brian
    [J]. ISPDC 2007: SIXTH INTERNATIONAL SYMPOSIUM ON PARALLEL AND DISTRIBUTED COMPUTING, PROCEEDINGS, 2007, : 77 - +
  • [7] An agent-based resource allocation model for grid computing
    Manvi, SS
    Birje, MN
    Prasad, B
    [J]. 2005 IEEE INTERNATIONAL CONFERENCE ON SERVICES COMPUTING, VOL 1, PROCEEDINGS, 2005, : 311 - 314
  • [8] A formal model of dynamic resource allocation in grid computing environment
    Ismail, Leila
    Mills, Bruce
    Hennebelle, Alain
    [J]. PROCEEDINGS OF NINTH ACIS INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, ARTIFICIAL INTELLIGENCE, NETWORKING AND PARALLEL/DISTRIBUTED COMPUTING, 2008, : 685 - +
  • [9] A framework for resource allocation in grid computing
    Menascé, DA
    Casalicchio, E
    [J]. IEEE COMPUTER SOCIETY'S 12TH ANNUAL INTERNATIONAL SYMPOSIUM ON MODELING, ANALYSIS, AND SIMULATION OF COMPUTER AND TELECOMMUNICATIONS SYSTEMS - PROCEEDINGS, 2004, : 259 - 267
  • [10] Grid resource allocation and management based on grid resource supermarket in grid computing
    Li, MB
    Li, KQ
    Chen, XM
    Wu, ZJ
    [J]. Proceedings of the 11th Joint International Computer Conference, 2005, : 236 - 239
12345