IDEAS home Printed from https://ideas.repec.org/h/spr/sprchp/978-3-642-34910-2_74.html
   My bibliography  Save this book chapter

MLB-Wrapper: Distributed High Scalable BP-Wrapper

In: 2012 International Conference on Information Technology and Management Science(ICITMS 2012) Proceedings

Author

Listed:
  • Yongrui Xu

    (Southwest University of Science and Technology)

  • Yongguo Han

    (Southwest University of Science and Technology)

Abstract

In distributed system, concurrent accesses lead to lock contention which greatly increases response time. Cache can reduce response time, but cannot gain scalability. Currently, the common solution is to modify the caching algorithm itself, although the scalability can be improved, the hit ratio hurt. In this paper, we propose a system framework, called MLB-Wrapper, which resolves the scalability issue in distributed systems. The framework does not modify the cache algorithm itself. Therefore, it preserves high cache hit ratio about the replacement algorithms. Multi-levels distributed cache is used in MLB-Wrapper which adopts batching technique in every level to eliminate the lock contention. Furthermore, MLB-Wrapper is flexible because different replacement algorithms can be used in each level. We describe the main idea and the detailed implementation of MLB-Wrapper in this paper. Experiment results show that, in the intensive concurrent environment, MLB-Wrapper can not only reduce lock contention but also have higher scalability.

Suggested Citation

  • Yongrui Xu & Yongguo Han, 2013. "MLB-Wrapper: Distributed High Scalable BP-Wrapper," Springer Books, in: Bing Xu (ed.), 2012 International Conference on Information Technology and Management Science(ICITMS 2012) Proceedings, edition 127, pages 649-660, Springer.
    • Handle: RePEc:spr:sprchp:978-3-642-34910-2_74
    DOI: 10.1007/978-3-642-34910-2_74
    as

    Download full text from publisher

    To our knowledge, this item is not available for download. To find whether it is available, there are three options:
    1. Check below whether another version of this item is available online.
    2. Check on the provider's web page whether it is in fact available.
    3. Perform a search for a similarly titled item that would be available.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:sprchp:978-3-642-34910-2_74. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.