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Timely Rollback: Specification and Verification

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Part of the book series: Lecture Notes in Computer Science ((LNPSE,volume 9058))

Abstract

This paper presents a formal description and analysis of a technique for distributed rollback recovery. The setting for this work is a model for data-parallel computation with a notion of virtual time. The technique allows the selective undo of work at particular virtual times. A refinement theorem ensures the consistency of rollbacks.

Most of this work was done at Microsoft Research. M. Abadi is now at Google.

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References

  1. Abadi, M.: The prophecy of undo. In: Egyed, A., Schaefer, I. (eds.) FASE 2015. LNCS, vol. 9033, pp. 347–361. Springer, Heidelberg (2015)

    Chapter  Google Scholar 

  2. Abadi, M., Isard, M.: Timely dataflow: A model, in preparation (2014). https://users.soe.ucsc.edu/~abadi/allpapers-chron.html

  3. Abadi, M., Isard, M.: On the flow of data, information, and time. In: Focardi, R., Myers, A. (eds.) POST 2015. LNCS, vol. 9036, pp. 73–92. Springer, Heidelberg (2015)

    Chapter  Google Scholar 

  4. Abadi, M., Lamport, L.: The existence of refinement mappings. Theoretical Computer Science 82(2), 253–284 (1991)

    Article  MATH  MathSciNet  Google Scholar 

  5. Akidau, T., Balikov, A., Bekiroğlu, K., Chernyak, S., Haberman, J., Lax, R., McVeety, S., Mills, D., Nordstrom, P., Whittle, S.: MillWheel: Fault-tolerant stream processing at Internet scale. Proceedings of the VLDB Endowment 6(11), August 2013

    Google Scholar 

  6. Alvisi, L., Marzullo, K.: Message logging: Pessimistic, optimistic, causal, and optimal. IEEE Transactions on Software Engineering 24(2), 149–159 (1998)

    Article  Google Scholar 

  7. Elnozahy, E.N., Alvisi, L., Wang, Y., Johnson, D.B.: A survey of rollback-recovery protocols in message-passing systems. ACM Computing Surveys 34(3), 375–408 (2002)

    Article  Google Scholar 

  8. Jefferson, D.R.: Virtual time. ACM Transactions on Programming Languages and Systems 7(3), 404–425 (1985)

    Article  MathSciNet  Google Scholar 

  9. Kahn, G.: The semantics of a simple language for parallel programming. In: IFIP Congress, pp. 471–475 (1974)

    Google Scholar 

  10. Lamport, L.: Specifying Systems, The TLA+ Language and Tools for Hardware and Software Engineers. Addison-Wesley (2002)

    Google Scholar 

  11. Murray, D.G., McSherry, F., Isaacs, R., Isard, M., Barham, P., Abadi, M.: Naiad: a timely dataflow system. In: ACM SIGOPS 24th Symposium on Operating Systems Principles, pp. 439–455 (2013)

    Google Scholar 

  12. Selinger, P.: First-order axioms for asynchrony. In: Mazurkiewicz, Antoni, Winkowski, J. (eds.) CONCUR 1997. LNCS, vol. 1243, pp. 376–390. Springer, Heidelberg (1997)

    Chapter  Google Scholar 

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Correspondence to Michael Isard .

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© 2015 Springer International Publishing Switzerland

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Abadi, M., Isard, M. (2015). Timely Rollback: Specification and Verification. In: Havelund, K., Holzmann, G., Joshi, R. (eds) NASA Formal Methods. NFM 2015. Lecture Notes in Computer Science(), vol 9058. Springer, Cham. https://doi.org/10.1007/978-3-319-17524-9_3

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  • DOI: https://doi.org/10.1007/978-3-319-17524-9_3

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-17523-2

  • Online ISBN: 978-3-319-17524-9

  • eBook Packages: Computer ScienceComputer Science (R0)

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