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Formal Aspects of Computing

, Volume 31, Issue 5, pp 503–540 | Cite as

Read atomic transactions with prevention of lost updates: ROLA and its formal analysis

  • Si Liu
  • Peter Csaba ÖlveczkyEmail author
  • Qi Wang
  • Indranil Gupta
  • José Meseguer
Original Article
  • 15 Downloads

Abstract

Designers of distributed database systems face the choice between stronger consistency guarantees and better performance. A number of applications only require read atomicity (RA) (either all or none of a transaction’s updates are visible to other transactions) and prevention of lost updates (PLU). Existing distributed transaction systems that meet these requirements also provide additional stronger consistency guarantees (such as causal consistency), but this comes at the price of lower performance. In this paper we propose a new distributed transaction protocol, ROLA, that targets application scenarios where only RA and PLU are needed. We formally specify ROLA in Maude. We then perform model checking to analyze both the correctness and the performance of ROLA. For correctness, we use standard model checking to analyze ROLA’s satisfaction of RA and PLU. To analyze performance we: (a) perform statistical model checking to analyze key performance properties; and (b) compare these performance results with those obtained by also modeling and analyzing in Maude the well-known protocols Walter and Jessy that also guarantee RA and PLU. Our statistical model checking results show that ROLA outperforms both Walter and Jessy.

Keywords

Distributed database systems Transaction protocols Consistency models Performance evaluation Statistical model checking Rewriting logic Maude 

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Notes

Acknowledgements

We thank Keshav Santhanam, Andrea Cerone, Alexey Gotsman, Jatin Ganhotra, and RohitMukerji for helpful early discussions on this work, and the anonymous reviewers for very useful comments on an earlier version of this paper. This work was supported in part by the following Grants: NSF CNS 1409416, AFOSR/AFRL FA8750-11-2-0084, NRL contract N00173-17-1-G002, and a gift from Microsoft.

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Copyright information

© British Computer Society 2019

Authors and Affiliations

  • Si Liu
    • 1
  • Peter Csaba Ölveczky
    • 2
    Email author
  • Qi Wang
    • 1
  • Indranil Gupta
    • 1
  • José Meseguer
    • 1
  1. 1.University of IllinoisUrbana-ChampaignUSA
  2. 2.University of OsloOsloNorway

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