Serializability, not serial: Concurrency control and availability in multidatacenter datastores

Stacy Patterson, Aaron J. Elmore, Faisal Nawab, Divyakant Agrawal, Amr El Abbadi

Research output: Contribution to journalArticle

36 Citations (Scopus)

Abstract

We present a framework for concurrency control and avail-ability in multi-datacenter datastores. While we consider Google's Megastore as our motivating example, we define general abstractions for key components, making our solu-tion extensible to any system that satisfies the abstraction properties. We first develop and analyze a transaction man-agement and replication protocol based on a straightforward implementation of the Paxos algorithm. Our investigation reveals that this protocol acts as a concurrency prevention mechanism rather than a concurrency control mechanism. We then propose an enhanced protocol called Paxos with Combination and Promotion (Paxos-CP) that provides true transaction concurrency while requiring the same per in-stance message complexity as the basic Paxos protocol. Fi-nally, we compare the performance of Paxos and Paxos-CP in a multi-datacenter experimental study, and we demon-strate that Paxos-CP results in significantly fewer aborted transactions than basic Paxos.

Original languageEnglish
Pages (from-to)1459-1470
Number of pages12
JournalProceedings of the VLDB Endowment
Volume5
Issue number11
DOIs
Publication statusPublished - Jul 2012

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ASJC Scopus subject areas

  • Computer Science (miscellaneous)
  • Computer Science(all)

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