• DocumentCode
    2134552
  • Title

    Efficient and dynamic bandwidth allocation for Non-Status Reporting Gigabit Passive Optical Networks (GPON)

  • Author

    Walid, Anwar ; Chen, Aiyou

  • Author_Institution
    Bell labs, Alcatel-Lucent, Murray Hill, NJ, USA
  • fYear
    2015
  • fDate
    8-12 June 2015
  • Firstpage
    1000
  • Lastpage
    1005
  • Abstract
    Upstream dynamic bandwidth allocation (DBA) for Gigabit Passive Optical Networks (GPON) is an important design problem since the shared uplink carries many bursty streams of different QoS requirements and there are various practical system constraints on processing loads in the OLT (Optical Line Terminal) and the ONUs (Optical Network Units). We propose self-adaptive bandwidth allocation solutions, where the OLT allocates bandwidth among the ONUs in an efficient and responsive manner, and importantly, without requiring buffer status reports from ONUs. These solutions could allow design of simpler ONUs. Our first solution is based on simple estimation by the OLT of the sample gradient of the ONU buffer content and application of stochastic approximation for sequential updates of bandwidth allocations that minimize buffer contents. The second approach is a closed form solution that minimizes the sum of weighted throughput across all ONUs. We compare our solutions with DBA algorithms that require buffer status reporting and empirically demonstrate their advantages.
  • Keywords
    Bandwidth; Channel allocation; Machine learning algorithms; Optical buffering; Optical network units; Passive optical networks; Throughput;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications (ICC), 2015 IEEE International Conference on
  • Conference_Location
    London, United Kingdom
  • Type

    conf

  • DOI
    10.1109/ICC.2015.7248453
  • Filename
    7248453