Performance of multiversion and distributed two-phase locking concurrency control mechanisms in distributed database

Abstract

In this paper, we have presented a detailed simulation study of a distributed multiversion and a distributed two-phase locking concurrency control mechanism (CCM). Our experiment concentrated on measuring the effect of message overhead, read:write ratios, data partitioning, and partial replication on the performance of these mechanisms. The effect of these parameters has not been investigated in any previous work. We simultated a blind-write model for two reasons: (a) all other works studied the behavior of multiversion CCMs under read-before-write model and observed a similar result, and (b) the performance of any multiversion CCM has not been studied under a blind-write model. A blind-write model is not unrealistic, and intutively the multiversion should provide much better performance. We observed that multiversion outperforms wound-wait (WW) in both partitioned and partially replicated databases. Multi version (MV) handles read-only and write-only transactions efficiently, and after a certain write percentage the throughput improves with this percentage. The message overhead progressively becomes less significant as the MPL (multiprogramming level) increases, indicating that in a heavily loaded system the throughput is least sensitive to message cost. We found that in the partially replicated case, 50% write does not show the lowest performance, as observed in the partitioned case.