On the scalability of snapshot isolation

  • Authors:
  • Masoud Saeida Ardekani;Pierre Sutra;Marc Shapiro;Nuno Preguiça

  • Affiliations:
  • Université Pierre et Marie Curie, Paris, France;University of Neuchâtel, Switzerland;INRIA & Université Pierre et Marie Curie, Paris, France;CITI, Universidade Nova de Lisboa, Lisbon, Portugal

  • Venue:
  • Euro-Par'13 Proceedings of the 19th international conference on Parallel Processing
  • Year:
  • 2013

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Abstract

Many distributed applications require transactions. However, transactional protocols that require strong synchronization are costly in large scale environments. Two properties help with scalability of a transactional system: genuine partial replication (GPR), which leverages the intrinsic parallelism of a workload, and snapshot isolation (SI), which decreases the need for synchronization. We show that under standard assumptions (data store accesses are not known in advance, and transactions may access arbitrary objects in the data store), it is impossible to have both SI and GPR. Our impossibility result is based on a novel decomposition of SI which proves that, like serializability, SI is expressible on plain histories.