• DocumentCode
    255319
  • Title

    A CA based scheme of cache zone prediction for data migration In CMPs

  • Author

    Das, B. ; Saha, M. ; Das, S. ; Sikdar, B.K.

  • Author_Institution
    Inf. Technol., Gurunanak Inst. of Technol., Kolkata, India
  • fYear
    2014
  • fDate
    11-13 Dec. 2014
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This work proposes an efficient scheme for identification of L2 cache module zone (low level cache) for data migration in Chip Multiprocessors (CMPs), during program execution, exploiting the benefits of Non-Uniform Cache Architecture (NUCA). Selection of an exact cache module for migration is always not realizable. A more efficient scheme can be the prediction of cache zone for migration. The proposed scheme is developed around the modelling tool of periodic boundary cellular automata (CA) to satisfy the requirement. The CA employed performs density classification of the instances of data request generated by different processor cores and predicts the best placement for data (up to an acceptable level) in the low level NUCA cache.
  • Keywords
    cache storage; cellular automata; multiprocessing systems; L2 cache module zone; cache zone prediction; cellular automata; chip multiprocessors; data migration; data request instances; density classification; low level NUCA cache; nonuniform cache architecture; periodic boundary CA; program execution; Arrays; Automata; Discrete cosine transforms; Switches; System-on-chip; Vectors; CMPs; Data Migration; SACA; cellular automata;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    India Conference (INDICON), 2014 Annual IEEE
  • Conference_Location
    Pune
  • Print_ISBN
    978-1-4799-5362-2
  • Type

    conf

  • DOI
    10.1109/INDICON.2014.7030409
  • Filename
    7030409