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Brief Announcement: Round eliminator: a tool for automatic speedup simulation

Published: 31 July 2020 Publication History

Abstract

In the last years, the round elimination technique has been successfully used to prove many lower bounds for the LOCAL model of distributed computing. In 2019, Brandt proved that this technique can be theoretically automated: given a locally checkable problem Π that can be solved in T rounds of communication, it is possible to mechanically define a problem Π′ that requires T − 1 rounds, and by repeating this procedure many times one can obtain interesting lower and upper bounds.
In this work, we show that this technique can be automated also in practice: round eliminator is a computer program where we can feed our favorite locally checkable problem and obtain lower (and sometimes upper) bounds for it, automatically.

References

[1]
Alkida Balliu, Sebastian Brandt, Yuval Efron, Juho Hirvonen, Yannic Maus, Dennis Olivetti, and Jukka Suomela. 2019. Classification of distributed binary labeling problems. CoRR abs/1911.13294 (2019).
[2]
Alkida Balliu, Sebastian Brandt, Juho Hirvonen, Dennis Olivetti, Mikaël Rabie, and Jukka Suomela. 2019. Lower bounds for maximal matchings and maximal independent sets. In Proc. 60th Annual IEEE Symposium on Foundations of Computer Science (FOCS 2019). IEEE, 481--497.
[3]
Alkida Balliu, Sebastian Brandt, and Dennis Olivetti. 2020. Distributed Lower Bounds for Ruling Sets. CoRR abs/2004.08282 (2020).
[4]
Alkida Balliu, Juho Hirvonen, Christoph Lenzen, Dennis Olivetti, and Jukka Suomela. 2019. Locality of Not-so-Weak Coloring. In Proc. 26th International Colloquium on Structural Information and Communication Complexity (SIROCCO 2019) (Lecture Notes in Computer Science, Vol. 11639). Springer, 37--51.
[5]
Alkida Balliu, Juho Hirvonen, Dennis Olivetti, and Jukka Suomela. 2019. Hardness of Minimal Symmetry Breaking in Distributed Computing. In Proc. 38th ACM Symposium on Principles of Distributed Computing (PODC 2019). ACM Press, 369--378.
[6]
Sebastian Brandt. 2019. An Automatic Speedup Theorem for Distributed Problems. In Proc. 38th ACM Symposium on Principles of Distributed Computing (PODC 2019). ACM Press, 379--388.
[7]
Sebastian Brandt, Orr Fischer, Juho Hirvonen, Barbara Keller, Tuomo Lempiäinen, Joel Rybicki, Jukka Suomela, and Jara Uitto. 2016. A lower bound for the distributed Lovász local lemma. In Proc. 48th ACM Symposium on Theory of Computing (STOC 2016). ACM Press, 479--488.
[8]
Sebastian Brandt and Dennis Olivetti. 2020. Truly Tight-in-Δ Bounds for Bipartite Maximal Matching and Variants. In Proc. 39th ACM Symposium on Principles of Distributed Computing (PODC 2020). ACM Press.
[9]
Nathan Linial. 1992. Locality in Distributed Graph Algorithms. SIAM J. Comput. 21, 1 (1992), 193--201.
[10]
Moni Naor. 1991. A lower bound on probabilistic algorithms for distributive ring coloring. SIAM Journal on Discrete Mathematics 4, 3 (1991), 409--412.
[11]
Dennis Olivetti. 2020. Round Eliminator: a tool for automatic speedup simulation. https://github.com/olidennis/round-eliminator

Cited By

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  • (2023)Distributed Graph Coloring Made EasyACM Transactions on Parallel Computing10.1145/360589610:4(1-21)Online publication date: 17-Aug-2023
  • (2022)Locally checkable problems in rooted treesDistributed Computing10.1007/s00446-022-00435-936:3(277-311)Online publication date: 22-Aug-2022
  • (2021)Locally Checkable Problems in Rooted TreesProceedings of the 2021 ACM Symposium on Principles of Distributed Computing10.1145/3465084.3467934(263-272)Online publication date: 23-Jul-2021
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  1. Brief Announcement: Round eliminator: a tool for automatic speedup simulation

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      cover image ACM Conferences
      PODC '20: Proceedings of the 39th Symposium on Principles of Distributed Computing
      July 2020
      539 pages
      ISBN:9781450375825
      DOI:10.1145/3382734
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      Publication History

      Published: 31 July 2020

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      Author Tags

      1. LOCAL model
      2. automatic lower bounds
      3. automatic upper bounds
      4. graph problems
      5. locally checkable problems
      6. round elimination
      7. speedup simulation

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      Cited By

      View all
      • (2023)Distributed Graph Coloring Made EasyACM Transactions on Parallel Computing10.1145/360589610:4(1-21)Online publication date: 17-Aug-2023
      • (2022)Locally checkable problems in rooted treesDistributed Computing10.1007/s00446-022-00435-936:3(277-311)Online publication date: 22-Aug-2022
      • (2021)Locally Checkable Problems in Rooted TreesProceedings of the 2021 ACM Symposium on Principles of Distributed Computing10.1145/3465084.3467934(263-272)Online publication date: 23-Jul-2021
      • (2021)Improved Distributed Lower Bounds for MIS and Bounded (Out-)Degree Dominating Sets in TreesProceedings of the 2021 ACM Symposium on Principles of Distributed Computing10.1145/3465084.3467901(283-293)Online publication date: 23-Jul-2021
      • (2021)Lower Bounds for Maximal Matchings and Maximal Independent SetsJournal of the ACM10.1145/346145868:5(1-30)Online publication date: 31-Oct-2021
      • (2021)Efficient Load-Balancing through Distributed Token DroppingProceedings of the 33rd ACM Symposium on Parallelism in Algorithms and Architectures10.1145/3409964.3461785(129-139)Online publication date: 6-Jul-2021
      • (2020)Using Round Elimination to Understand LocalityACM SIGACT News10.1145/3427361.342737451:3(63-81)Online publication date: 29-Sep-2020

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