New Fault Tolerant Subset Preservers

Authors Greg Bodwin, Keerti Choudhary, Merav Parter, Noa Shahar



PDF
Thumbnail PDF

File

LIPIcs.ICALP.2020.15.pdf
  • Filesize: 0.6 MB
  • 19 pages

Document Identifiers

Author Details

Greg Bodwin
  • Georgia Tech, Atlanta, GA, USA
Keerti Choudhary
  • Tel Aviv University, Israel
Merav Parter
  • The Weizmann Institute of Science, Rehovot, Israel
Noa Shahar
  • The Weizmann Institute of Science, Rehovot, Israel

Cite AsGet BibTex

Greg Bodwin, Keerti Choudhary, Merav Parter, and Noa Shahar. New Fault Tolerant Subset Preservers. In 47th International Colloquium on Automata, Languages, and Programming (ICALP 2020). Leibniz International Proceedings in Informatics (LIPIcs), Volume 168, pp. 15:1-15:19, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2020)
https://doi.org/10.4230/LIPIcs.ICALP.2020.15

Abstract

Fault tolerant distance preservers are sparse subgraphs that preserve distances between given pairs of nodes under edge or vertex failures. In this paper, we present the first non-trivial constructions of subset distance preservers, which preserve all distances among a subset of nodes S, that can handle either an edge or a vertex fault. - For an n-vertex undirected weighted graph or weighted DAG G = (V,E) and S ⊆ V, we present a construction of a subset preserver with Õ(|S|n) edges that is resilient to a single fault. In the single pair case (|S| = 2), the bound improves to O(n). We further provide a nearly-matching lower bound of Ω(|S|n) in either setting, and we show that the same lower bound holds conditionally even if attention is restricted to unweighted graphs. - For an n-vertex directed unweighted graph G = (V,E) and r ∈ V, S ⊆ V, we present a construction of a preserver of distances in {r} × S with Õ(n^{4/3} |S|^{5/6}) edges that is resilient to a single fault. In the case |S| = 1 the bound improves to O(n^{4/3}), and for this case we provide another matching conditional lower bound. - For an n-vertex directed weighted graph G = (V, E) and r ∈ V, S ⊆ V, we present a construction of a preserver of distances in {r} × S with Õ(n^{3/2} |S|^{3/4}) edges that is resilient to a single vertex fault. (It was proved in [Greg Bodwin et al., 2017] that the bound improves to O(n^{3/2}) when |S| = 1, and that this is conditionally tight.)

Subject Classification

ACM Subject Classification
  • Mathematics of computing → Graph algorithms
Keywords
  • Subset Preservers
  • Distances
  • Fault-tolerance

Metrics

  • Access Statistics
  • Total Accesses (updated on a weekly basis)
    0
    PDF Downloads

References

  1. Amir Abboud and Greg Bodwin. The 4/3 additive spanner exponent is tight. J. ACM, 64(4):28:1-28:20, 2017. Google Scholar
  2. Amir Abboud, Greg Bodwin, and Seth Pettie. A hierarchy of lower bounds for sublinear additive spanners. In Proceedings of the 28th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA), pages 568-576. Society for Industrial and Applied Mathematics, 2017. Google Scholar
  3. Yehuda Afek, Anat Bremler-Barr, Haim Kaplan, Edith Cohen, and Michael Merritt. Restoration by path concatenation: fast recovery of MPLS paths. Distributed Computing, 15(4):273-283, 2002. Google Scholar
  4. Donald Aingworth, Chandra Chekuri, Piotr Indyk, and Rajeev Motwani. Fast estimation of diameter and shortest paths (without matrix multiplication). SIAM Journal on Computing, 28(4):1167-1181, 1999. Google Scholar
  5. Noga Alon. Testing subgraphs in large graphs. Random Structures & Algorithms, 21(3-4):359-370, 2002. Google Scholar
  6. Surender Baswana, Keerti Choudhary, Moazzam Hussain, and Liam Roditty. Approximate single source fault tolerant shortest path. In Proceedings of the Twenty-Ninth Annual ACM-SIAM Symposium on Discrete Algorithms, SODA 2018, New Orleans, LA, USA, January 7-10, 2018, pages 1901-1915, 2018. Google Scholar
  7. Surender Baswana and Neelesh Khanna. Approximate shortest paths avoiding a failed vertex: Near optimal data structures for undirected unweighted graphs. Algorithmica, 2013. Google Scholar
  8. Davide Bilò, Keerti Choudhary, Luciano Gualà, Stefano Leucci, Merav Parter, and Guido Proietti. Efficient oracles and routing schemes for replacement paths. In 35th Symposium on Theoretical Aspects of Computer Science, STACS 2018, February 28 to March 3, 2018, Caen, France, pages 13:1-13:15, 2018. Google Scholar
  9. Davide Bilò, Fabrizio Grandoni, Luciano Gualà, Stefano Leucci, and Guido Proietti. Improved purely additive fault-tolerant spanners. In Algorithms - ESA 2015 - 23rd Annual European Symposium, Patras, Greece, September 14-16, 2015, Proceedings, pages 167-178, 2015. Google Scholar
  10. Davide Bilò, Luciano Gualà, Stefano Leucci, and Guido Proietti. Multiple-edge-fault-tolerant approximate shortest-path trees. In 33rd Symposium on Theoretical Aspects of Computer Science, STACS 2016, February 17-20, 2016, Orléans, France, pages 18:1-18:14, 2016. Google Scholar
  11. Davide Bilò, Luciano Gualà, Stefano Leucci, and Guido Proietti. Fault-tolerant approximate shortest-path trees. Algorithmica, 80(12):3437-3460, 2018. Google Scholar
  12. Greg Bodwin. Linear size distance preservers. In Proceedings of the Twenty-Eighth Annual ACM-SIAM Symposium on Discrete Algorithms, SODA 2017, Barcelona, Spain, Hotel Porta Fira, January 16-19, pages 600-615, 2017. Google Scholar
  13. Greg Bodwin, Michael Dinitz, Merav Parter, and Virginia Vassilevska Williams. Optimal vertex fault tolerant spanners (for fixed stretch). In Proceedings of the 29th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA), pages 1884-1900. Society for Industrial and Applied Mathematics, 2018. Google Scholar
  14. Greg Bodwin, Fabrizio Grandoni, Merav Parter, and Virginia Vassilevska Williams. Preserving distances in very faulty graphs. In 44th International Colloquium on Automata, Languages, and Programming, ICALP 2017, July 10-14, 2017, Warsaw, Poland, pages 73:1-73:14, 2017. Google Scholar
  15. Greg Bodwin and Shyamal Patel. A trivial yet optimal solution to vertex fault tolerant spanners. In Proceedings of the 26th Annual ACM Symposium on Principles of Distributed Computing (PODC), pages 541-543, 2019. Google Scholar
  16. Greg Bodwin and Virginia Vassilevska Williams. Better distance preservers and additive spanners. In Proceedings of the Twenty-Seventh Annual ACM-SIAM Symposium on Discrete Algorithms, SODA 2016, Arlington, VA, USA, January 10-12, 2016, pages 855-872, 2016. Google Scholar
  17. Béla Bollobás, Don Coppersmith, and Michael Elkin. Sparse distance preservers and additive spanners. SIAM Journal on Discrete Mathematics, 19(4):1029-1055, 2005. Google Scholar
  18. Hsien-Chih Chang, Powel Gawrychowski, Shay Mozes, and Oren Weimann. Near-optimal distance preserver for planar graphs. In Proceedings of the Twenty-Sixth Annual European Symposium on Algorithms, 2018. Google Scholar
  19. Shiri Chechik, Michael Langberg, David Peleg, and Liam Roditty. f-sensitivity distance oracles and routing schemes. Algorithmica, 63(4):861-882, 2012. Google Scholar
  20. Don Coppersmith and Michael Elkin. Sparse sourcewise and pairwise distance preservers. SIAM J. Discrete Math., 20(2):463-501, 2006. Google Scholar
  21. Dorit Dor, Shay Halperin, and Uri Zwick. All-pairs almost shortest paths. Siam Journal on Computing (SICOMP), 29(5):1740-1759, 2000. Google Scholar
  22. Michael Elkin. Personal communication. Google Scholar
  23. Michael Elkin, Arnold Filtser, and Ofer Neiman. Terminal embeddings. Theoretical Computer Science, 697:1-36, 2017. Google Scholar
  24. Michael Elkin and Seth Pettie. A linear-size logarithmic stretch path-reporting distance oracle for general graphs. ACM Transactions on Algorithms (TALG), 12(4):50, 2016. Google Scholar
  25. Kshitij Gajjar and Jaikumar Radhakrishnan. Distance-Preserving Subgraphs of Interval Graphs. In Kirk Pruhs and Christian Sohler, editors, 25th Annual European Symposium on Algorithms (ESA 2017), volume 87 of Leibniz International Proceedings in Informatics (LIPIcs), pages 39:1-39:13, Dagstuhl, Germany, 2017. Schloss Dagstuhl-Leibniz-Zentrum fuer Informatik. URL: https://doi.org/10.4230/LIPIcs.ESA.2017.39.
  26. Manoj Gupta and Shahbaz Khan. Multiple source dual fault tolerant BFS trees. In 44th International Colloquium on Automata, Languages, and Programming, ICALP 2017, July 10-14, 2017, Warsaw, Poland, pages 127:1-127:15, 2017. URL: https://doi.org/10.4230/LIPIcs.ICALP.2017.127.
  27. S.-E. Huang and S. Pettie. Lower bounds on sparse spanners, emulators, and diameter-reducing shortcuts. In Proceedings 16th Scandinavian Symposium and Workshops on Algorithm Theory, pages 26:1-26:12, 2018. Google Scholar
  28. S.-E. Huang and S. Pettie. Thorup-Zwick emulators are universally optimal hopsets. Information Processing Letters, 2018. Google Scholar
  29. Enrico Nardelli, Guido Proietti, and Peter Widmayer. A faster computation of the most vital edge of a shortest path. Information Processing Letters, 79(2):81-85, 2001. Google Scholar
  30. Merav Parter. Dual failure resilient BFS structure. In Proceedings of the 2015 ACM Symposium on Principles of Distributed Computing, PODC 2015, Donostia-San Sebastián, Spain, July 21-23, 2015, pages 481-490, 2015. URL: https://doi.org/10.1145/2767386.2767408.
  31. Merav Parter and David Peleg. Sparse fault-tolerant BFS structures. ACM Trans. Algorithms, 13(1):11:1-11:24, 2016. Google Scholar
  32. Seth Pettie. Low distortion spanners. ACM Transactions on Algorithms (TALG), 6(1):7, 2009. Google Scholar
  33. Daniel Dominic Sleator and Robert Endre Tarjan. A data structure for dynamic trees. J. Comput. Syst. Sci., 26(3):362-391, 1983. Google Scholar
Questions / Remarks / Feedback
X

Feedback for Dagstuhl Publishing


Thanks for your feedback!

Feedback submitted

Could not send message

Please try again later or send an E-mail