Details

    • Type: New Feature New Feature
    • Status: Resolved
    • Priority: Major Major
    • Resolution: Fixed
    • Fix Version/s: 0.5
    • Component/s: Core
    • Labels:
      None

      Description

      We need to be able to spread load evenly across a cluster to mitigate keys not being uniformly distributed as well as heterogeneous nodes in a cluster. The former is particularly likely to be a problem when using the OrderPreservingPartitioner, since the keys are not randomized by a hash function.

      Avinash suggested three papers on load balancing in this thread: http://groups.google.com/group/cassandra-dev/msg/b3d67acf35801c41

      Of these, the useful ones are
      http://www.iptps.org/papers-2004/karger-load-balance.pdf (Simple Efficient Load Balancing Algorithms for Peer-to-Peer Systems by David R. Karger and Matthias Ruhl)
      http://iptps03.cs.berkeley.edu/final-papers/load_balancing.ps (Load Balancing in Structured P2P Systems by Ananth Rao et al)

      The third,
      http://iptps03.cs.berkeley.edu/final-papers/simple_load_balancing.ps (Simple Load Balancing for Distributed Hash Tables by John Byers et al) is not applicable to Cassandra's design. ("First, we suggest the direct application of the 'power of two choices' paradigm, whereby an item is stored at the less loaded of two (or more) random alternatives. We then consider how associating a small constant number of hash values with a key can naturally be extended to support other load balancing strategies.")

      1. 192.patch
        7 kB
        Jonathan Ellis

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            • Assignee:
              Jonathan Ellis
              Reporter:
              Jonathan Ellis
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