Mercatus: A toolkit for the simulation of market-based resource allocation Protocols in grids

被引:2
|
作者
Grosu, Daniel [1 ]
Kant, Utnesh
机构
[1] Wayne State Univ, Dept Comp Sci, Detroit, MI 48202 USA
[2] Sapient Corp, Cambridge, MA 02141 USA
关键词
auctions; discrete event simulation; market-based protocols; resource management; MANAGEMENT;
D O I
10.1109/TSMCC.2007.900655
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Grid technologies enable the sharing and coordinated use of diverse resources distributed all over the world. These resources are owned by different organizations having different policies and objectives, which need to be considered in making the resource allocation decisions. In such complex environments, market-based resource allocation protocols are a better alternative to the classical ones because they take into consideration the policies and preferences of both users and resource owners. The only suitable solution for investigating the effectiveness of these resource allocation protocols over a wide range of scenarios with reproducible results is to consider simulations. Thus, in this paper we present Mercatus, a simulation toolkit that facilitates the simulation of market-based resource allocation protocols. We describe the model and the structure of Mercatus, and present experimental results obtained-by simulating five types of auction-based resource allocation protocols.
引用
收藏
页码:928 / 940
页数:13
相关论文
共 50 条
  • [41] Market-Based Solution to the Allocation of Tasks to Agents
    Kivelevitch, Elad
    Cohen, Kelly
    Kumar, Manish
    COMPLEX ADAPTIVE SYSTEMS, 2011, 6
  • [42] A market-based allocation mechanism for the DiffServ framework
    Parameswaran, M
    Stallaert, J
    Whinston, AB
    DECISION SUPPORT SYSTEMS, 2001, 31 (03) : 351 - 361
  • [43] A Market-based Agent-mediated Resource Control Framework for Middle-scale Smart Grids
    Fukuta, Naoki
    2013 IEEE/WIC/ACM INTERNATIONAL JOINT CONFERENCE ON WEB INTELLIGENCE AND INTELLIGENT AGENT TECHNOLOGY - WORKSHOPS (WI-IAT), VOL 3, 2013, : 292 - 293
  • [44] On the utilization of market-based auction techniques for dynamic resource allocation in distributed sensor network systems
    Hall, David
    Mullen, Tracy
    2007 PROCEEDINGS OF THE 10TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION, VOLS 1-4, 2007, : 1847 - 1847
  • [45] XChange: A Market-based Approach to Scalable Dynamic Multi-resource Allocation in Multicore Architectures
    Wang, Xiaodong
    Martinez, Josw F.
    2015 IEEE 21ST INTERNATIONAL SYMPOSIUM ON HIGH PERFORMANCE COMPUTER ARCHITECTURE (HPCA), 2015, : 113 - 125
  • [46] Market-Based Resource Allocation of Distributed Cloud Computing Services: Virtual Energy Storage Systems
    Tao, Yuechuan
    Qiu, Jing
    Lai, Shuying
    Sun, Xianzhuo
    Zhao, Junhua
    IEEE INTERNET OF THINGS JOURNAL, 2022, 9 (22) : 22811 - 22821
  • [47] A market-based mechanism for integration of mobile devices into mobile grids
    Li Chunlin
    Li Layuan
    INTERNATIONAL JOURNAL OF AD HOC AND UBIQUITOUS COMPUTING, 2010, 6 (01) : 53 - 62
  • [48] Market-based pricing in grids: On strategic manipulation and computational cost
    Stoesser, Jochen
    Neumann, Dirk
    Weinhardt, Christof
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2010, 203 (02) : 464 - 475
  • [49] Market-based complex task allocation for multirobot teams
    Zlot, Robert
    Stentz, Anthony
    TRANSFORMATIONAL SCIENCE AND TECHNOLOGY FOR THE CURRENT AND FUTURE FORCE, 2006, 42 : 169 - +
  • [50] Market-Based Task Allocation by using Assignment Problem
    Kaleci, Burak
    Parlaktuna, Osman
    Ozkan, Metin
    Kirlik, Gokhan
    2010 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2010), 2010,