• DocumentCode
    1436213
  • Title

    Achieving Bounded Matching Delay and Maximized Throughput in Information Dissemination Management

  • Author

    Chen, Ming ; Wang, Xiaorui ; Taylor, Ben

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., Univ. of Tennessee, Knoxville, TN, USA
  • Volume
    8
  • Issue
    1
  • fYear
    2011
  • fDate
    3/1/2011 12:00:00 AM
  • Firstpage
    26
  • Lastpage
    38
  • Abstract
    The demand for high performance information dissemination is increasing in many applications, such as e-commerce and security alerting systems. These applications usually require that the desired information be matched between numerous sources and sinks based on established subscriptions in a timely manner while a maximized system throughput be achieved to find more matched results. Existing work primarily focuses on only one of the two requirements, either timeliness or throughput. This can lead to an unnecessarily underutilized system or poor guarantees on matching delays. In this paper, we propose an integrated solution that controls both the matching delay and CPU utilization in information dissemination systems to achieve bounded matching delay for high-priority information and maximized system throughput in an example information dissemination system. In addition, we design an admission control scheme to meet the timeliness requirements for selected low-priority information. Our solution is based on optimal control theory for guaranteed control accuracy and system stability. Empirical results on a hardware testbed demonstrate that our controllers can meet the timeliness requirements while achieving maximized system throughput.
  • Keywords
    information dissemination; information management; information systems; optimal control; predictive control; CPU utilization; admission control scheme; bounded matching delay; distributed model predictive control; distributed systems; embedded systems; end-to-end task; feedback control real-time scheduling; information dissemination management; information dissemination system; maximized system throughput; optimal control theory; quality of service; real-time systems; system stability; Admission control; Centralized control; Delay; Servers; Subscriptions; Throughput; Feedback control real-time scheduling; distributed model predictive control; distributed systems; end-to-end task; quality of service; real-time and embedded systems;
  • fLanguage
    English
  • Journal_Title
    Network and Service Management, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1932-4537
  • Type

    jour

  • DOI
    10.1109/TNSM.2011.012111.00004
  • Filename
    5702355