• DocumentCode
    1630445
  • Title

    Performance comparison of case retrieval between Case Based Reasoning and Neural Networks in Predictive Prefetching

  • Author

    Sarwar, Sohail ; Zia-ul-Qayyum ; Malik, Owais Ahmed ; Rizvi, Bilal ; Ahmed, H. Farooq ; Takahashi, Hironao

  • Author_Institution
    Sch. of Electr. Eng. & Comput. Sci., Nat. Univ. of Sci. & Technol., Islamabad, Pakistan
  • fYear
    2009
  • Firstpage
    57
  • Lastpage
    61
  • Abstract
    Cache being a fastest medium in memory hierarchy has a vital role to play in memory hierarchy but cannot comprehend speed disparity of processor and memory alone. Predictive prefetching being one of the major concerns in computing systems. The higher level of predictive accuracy is greatly desired. In order to improve the predictability we are looking forward to benefit hybrid of case based reasoning and neural networks. But the most important aspect in this hybrid approach is that of case retrieval which yields related solutions to current problem. We have shown and proved that neural networks have better predictive performance than CBR while performing case retrieval.
  • Keywords
    cache storage; case-based reasoning; information retrieval; neural nets; case based reasoning; case retrieval; neural networks; predictive prefetching; processor disparity; Accuracy; Cache storage; Computer networks; Computer science; Delay effects; Humans; Information retrieval; Information systems; Neural networks; Prefetching;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    High-Capacity Optical Networks and Enabling Technologies (HONET), 2009 6th International Symposium on
  • Conference_Location
    Alexandria
  • Print_ISBN
    978-1-4244-5992-6
  • Type

    conf

  • DOI
    10.1109/HONET.2009.5423052
  • Filename
    5423052