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Distributed Domination on Graph Classes of Bounded Expansion

Published: 11 July 2018 Publication History

Abstract

\noindent We provide a new constant factor approximation algorithm for the (connected) \mboxdistance- r dominating set problem on graph classes of bounded expansion. Classes of bounded expansion include many familiar classes of sparse graphs such as planar graphs and graphs with excluded (topological) minors, and notably, these classes form the most general subgraph closed classes of graphs for which a sequential constant factor approximation algorithm for the distance- r dominating set problem is currently known. Our algorithm can be implemented in the \congestbc model of distributed computing and uses $Øof(r^2 łog n)$ communication rounds. % Our techniques, which may be of independent interest, are based on a distributed computation of sparse neighborhood covers of small radius on bounded expansion classes. We show how to compute an r -neighborhood cover of radius~$2r$ and overlap $f(r)$ on every class of bounded expansion in $Øof(r^2łog n)$ communication rounds for some function~ f .% in the \congestbc model. % Finally, we show how to use the greater power of the łocal model to turn any distance- r dominating set into a constantly larger connected distance- r dominating set in $3r+1$ rounds on any class of bounded expansion. Combining this algorithm, e.g., with the constant factor approximation algorithm for dominating sets on planar graphs of Lenzen et al.\ gives a constant factor approximation algorithm for connected dominating sets on planar graphs in a constant number of rounds in the łocal model, where the approximation ratio is only $6$ times larger than that of Lenzen et al.'s algorithm.

References

[1]
Ittai Abraham, Cyril Gavoille, Anupam Gupta, Ofer Neiman, and Kunal Talwar. 2014. Cops, robbers, and threatening skeletons: padded decomposition for minorfree graphs. In Symposium on Theory of Computing, STOC 2014. 79--88.
[2]
Ittai Abraham, Cyril Gavoille, and Dahlia Malkhi. 2005. Compact routing for graphs excluding a fixed minor. In International Symposium on Distributed Computing. Springer, 442--456.
[3]
Ittai Abraham, Cyril Gavoille, Dahlia Malkhi, and Udi Wieder. 2007. Strongdiameter decompositions of minor free graphs. In Proceedings of the nineteenth annual ACM symposium on Parallel algorithms and architectures. ACM, 16--24.
[4]
Noga Alon, Dana Moshkovitz, and Shmuel Safra. 2006. Algorithmic construction of sets for k-restrictions. ACM Transactions on Algorithms (TALG) 2, 2 (2006), 153--177.
[5]
Saeed Akhoondian Amiri, Stefan Schmid, and Sebastian Siebertz. 2016. A Local Constant Factor MDS Approximation for Bounded Genus Graphs. In Proceedings of the 2016 ACM Symposium on Principles of Distributed Computing, PODC 2016. 227--233.
[6]
Sanjeev Arora and Madhu Sudan. 2003. Improved low-degree testing and its applications. Combinatorica 23, 3 (2003), 365--426.
[7]
Baruch Awerbuch and David Peleg. 1990. Locality-sensitive resource allocation. Citeseer.
[8]
Baruch Awerbuch and David Peleg. 1990. Network synchronization with polylogarithmic overhead. In Foundations of Computer Science, 1990. Proceedings., 31st Annual Symposium on. IEEE, 514--522.
[9]
Baruch Awerbuch and David Peleg. 1990. Sparse partitions. In Foundations of Computer Science, 1990. Proceedings., 31st Annual Symposium on. IEEE, 503--513.
[10]
Nikhil Bansal and Seeun William Umboh. 2017. Tight approximation bounds for dominating set on graphs of bounded arboricity. Inform. Process. Lett. 122 (2017), 21--24.
[11]
Leonid Barenboim and Michael Elkin. 2010. Sublogarithmic distributed MIS algorithm for sparse graphs using Nash-Williams decomposition. Distributed Computing 22, 5--6 (2010), 363--379.
[12]
M. Bellare, S. Goldwasser, C. Lund, and A. Russell. 1993. Efficient multi-prover interactive proofs with applications to approximation problems. In Proc. 25th ACM Symp. on Theory of Computing, Vol. 113. 131.
[13]
Costas Busch, Ryan LaFortune, and Srikanta Tirthapura. 2007. Improved sparse covers for graphs excluding a fixed minor. In Proceedings of the twenty-sixth annual ACM symposium on Principles of distributed computing. ACM, 61--70.
[14]
Fan Chung and Linyuan Lu. 2002. Connected components in random graphs with given expected degree sequences. Annals of combinatorics 6, 2 (2002), 125--145.
[15]
Vasek Chvatal. 1979. A greedy heuristic for the set-covering problem. Mathematics of operations research 4, 3 (1979), 233--235.
[16]
Andrzej Czygrinow, Michal Hańćkowiak, and Wojciech Wawrzyniak. 2008. Fast distributed approximations in planar graphs. In International Symposium on Distributed Computing. Springer, 78--92.
[17]
Bevan Das and Vaduvur Bharghavan. 1997. Routing in ad-hoc networks using minimum connected dominating sets. In Communications, 1997. ICC'97 Montreal, Towards the Knowledge Millennium. 1997 IEEE International Conference on, Vol. 1. IEEE, 376--380.
[18]
Bevan Das, Raghupathy Sivakumar, and Vaduvur Bharghavan. 1997. Routing in ad hoc networks using a spine. In Computer Communications and Networks, 1997. Proceedings., Sixth International Conference on. IEEE, 34--39.
[19]
Erik D Demaine, Felix Reidl, Peter Rossmanith, Fernando Sánchez Villaamil, Somnath Sikdar, and Blair D Sullivan. 2014. Structural sparsity of complex networks: Bounded expansion in random models and real-world graphs. arXiv preprint arXiv:1406.2587 (2014).
[20]
Irit Dinur and David Steurer. 2014. Analytical approach to parallel repetition. In Proceedings of the 46th Annual ACM Symposium on Theory of Computing. ACM, 624--633.
[21]
Zdeněk DvoƳák. 2013. Constant-factor approximation of the domination number in sparse graphs. European Journal of Combinatorics 34, 5 (2013), 833--840.
[22]
Uriel Feige. 1998. A threshold of ln n for approximating set cover. Journal of the ACM (JACM) 45, 4 (1998), 634--652.
[23]
Michael R. Garey and David S. Johnson. 1979. Computers and intractability: a guide to the theory of NP-completeness. WH Free. Co., San Fr (1979).
[24]
Mohsen Ghaffari, Fabian Kuhn, and Yannic Maus. 2017. On the complexity of local distributed graph problems. In Proceedings of the 49th Annual ACM SIGACT Symposium on Theory of Computing, STOC 2017. 784--797.
[25]
Martin Grohe, Stephan Kreutzer, Roman Rabinovich, Sebastian Siebertz, and Konstantinos Stavropoulos. 2015. Colouring and Covering Nowhere Dense Graphs. In Graph-Theoretic Concepts in Computer Science - 41st International Workshop, WG 2015. 325--338.
[26]
Martin Grohe, Stephan Kreutzer, and Sebastian Siebertz. 2014. Deciding firstorder properties of nowhere dense graphs. In Proceedings of the 46th Annual ACM Symposium on Theory of Computing. ACM, 89--98.
[27]
Sariel Har-Peled and Kent Quanrud. 2015. Approximation algorithms for polynomial-expansion and low-density graphs. In Algorithms-ESA 2015. Springer, 717--728.
[28]
Teresa W Haynes, Stephen Hedetniemi, and Peter Slater. 1998. Fundamentals of domination in graphs. CRC Press.
[29]
Miikka Hilke, Christoph Lenzen, and Jukka Suomela. 2014. Brief announcement: Local approximability of minimum dominating set on planar graphs. In Proceedings of the 2014 ACM symposium on Principles of distributed computing. ACM, 344--346.
[30]
Viggo Kann. 1992. On the approximability of NP-complete optimization problems. Ph.D. Dissertation. Royal Institute of Technology Stockholm.
[31]
Richard M Karp. 1972. Reducibility among combinatorial problems. In Complexity of computer computations. Springer, 85--103.
[32]
Hal A. Kierstead and Daqing Yang. 2003. Orderings on graphs and game coloring number. Order 20, 3 (2003), 255--264.
[33]
Stephan Kreutzer, Michał Pilipczuk, Roman Rabinovich, and Sebastian Siebertz. 2016. The Generalised Colouring Numbers on Classes of Bounded Expansion. In 41st International Symposium on Mathematical Foundations of Computer Science, MFCS. 85:1--85:13.
[34]
Fabian Kuhn, Thomas Moscibroda, and Roger Wattenhofer. 2016. Local computation: Lower and upper bounds. Journal of the ACM (JACM) 63, 2 (2016), 17.
[35]
Shay Kutten and David Peleg. 1995. Fast distributed construction of k-dominating sets and applications. In Proceedings of the fourteenth annual ACM symposium on Principles of distributed computing. ACM, 238--251.
[36]
Christoph Lenzen, Yvonne-Anne Pignolet, and Roger Wattenhofer. 2013. Distributed minimum dominating set approximations in restricted families of graphs. Distributed computing 26, 2 (2013), 119--137.
[37]
Christoph Lenzen and Roger Wattenhofer. 2008. Leveraging Linial's locality limit. In International Symposium on Distributed Computing. Springer, 394--407.
[38]
Christoph Lenzen and Roger Wattenhofer. 2010. Minimum dominating set approximation in graphs of bounded arboricity. In International Symposium on Distributed Computing. Springer, 510--524.
[39]
László Lovász. 1975. On the ratio of optimal integral and fractional covers. Discrete mathematics 13, 4 (1975), 383--390.
[40]
Carsten Lund and Mihalis Yannakakis. 1994. On the hardness of approximating minimization problems. Journal of the ACM (JACM) 41, 5 (1994), 960--981.
[41]
Michael Molloy and Bruce Reed. 1995. A critical point for random graphs with a given degree sequence. Random structures & algorithms 6, 2--3 (1995), 161--180.
[42]
Jaroslav Nešetřil and Patrice Ossona de Mendez. 2008. Grad and classes with bounded expansion I. Decompositions. European Journal of Combinatorics 29, 3 (2008), 760--776.
[43]
Jaroslav Nešetřil and Patrice Ossona de Mendez. 2008. Grad and classes with bounded expansion II. Algorithmic aspects. European Journal of Combinatorics 29, 3 (2008), 777--791.
[44]
Jaroslav Nešetřil and Patrice Ossona de Mendez. 2008. Grad and classes with bounded expansion III. Restricted graph homomorphism dualities. European Journal of Combinatorics 29, 4 (2008), 1012--1024.
[45]
Jaroslav Nešetřil and Patrice Ossona de Mendez. 2012. Sparsity. Springer.
[46]
Jaroslav Nešetřil and Patrice Ossona de Mendez. 2016. A distributed low treedepth decomposition algorithm for bounded expansion classes. Distributed Computing 29, 1 (2016), 39--49.
[47]
Jaroslav Nešetřil, Patrice Ossona de Mendez, and David R. Wood. 2012. Characterizations and Examples of Graph Classes with Bounded Expansion. European Journal of Combinatorics 33, 3 (2012), 350--373.
[48]
David Peleg. 2000. Distributed computing: a locality sensitive approach. SIAM Monographs on discrete mathematics and applications 5 (2000).
[49]
Lucia D. Penso and Valmir C. Barbosa. 2004. A distributed algorithm to find k-dominating sets. Discrete Applied Mathematics 141, 1 (2004), 243--253.
[50]
Ran Raz and Shmuel Safra. 1997. A sub-constant error-probability low-degree test, and a sub-constant error-probability PCP characterization of NP. In Proceedings of the twenty-ninth annual ACM symposium on Theory of computing. ACM, 475--484.
[51]
R. Sivakumar, B. Das, and V. Bharghavan. 1998. An improved spine-based infrastructure for routing in ad hoc networks. In IEEE Symposium on Computers and Communications, Vol. 98.
[52]
Ivan Stojmenovic, Mahtab Seddigh, and Jovisa Zunic. 2002. Dominating sets and neighbor elimination-based broadcasting algorithms in wireless networks. IEEE Transactions on parallel and distributed systems 13, 1 (2002), 14--25.
[53]
Mikkel Thorup and Uri Zwick. 2005. Approximate distance oracles. Journal of the ACM (JACM) 52, 1 (2005), 1--24.
[54]
Volker Turau and Sven Köhler. 2015. A Distributed Algorithm for Minimum Distance-k Domination in Trees. Journal of Graph Algorithms and Applications 19, 1 (2015), 223--242.
[55]
Jan van den Heuvel, Patrice Ossona de Mendez, Daniel Quiroz, Roman Rabinovich, and Sebastian Siebertz. 2017. On the generalised colouring numbers of graphs that exclude a fixed minor. Eur. J. Comb. 66 (2017), 129--144.
[56]
Fu-Hsing Wang, Jou-Ming Chang, Yue-Li Wang, and Sun-Jen Huang. 2003. Distributed algorithms for finding the unique minimum distance dominating set in directed split-stars. J. Parallel and Distrib. Comput. 63, 4 (2003), 481--487.
[57]
Wojciech Wawrzyniak. 2014. A strengthened analysis of a local algorithm for the minimum dominating set problem in planar graphs. Inform. Process. Lett. 114, 3 (2014), 94--98.
[58]
Jie Wu and Hailan Li. 1999. On calculating connected dominating set for efficient routing in ad hoc wireless networks. In Proceedings of the 3rd international workshop on Discrete algorithms and methods for mobile computing and communications. ACM, 7--14.
[59]
Xuding Zhu. 2009. Colouring graphs with bounded generalized colouring number. Discrete Mathematics 309, 18 (2009), 5562--5568.

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cover image ACM Conferences
SPAA '18: Proceedings of the 30th on Symposium on Parallelism in Algorithms and Architectures
July 2018
437 pages
ISBN:9781450357999
DOI:10.1145/3210377
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Published: 11 July 2018

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Author Tags

  1. approximation
  2. bounded expansion
  3. distributed computing
  4. dominating set
  5. graph theory

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  • Research-article

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  • ANR project Stint
  • ERC under European Union's Horizon 2020
  • National Science Centre of Poland POLONEZ
  • MaxPlanck Institute of Informatics
  • European Associated Laboratory ``Structures in Combinatorics'
  • Czech grant ERCCZ

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SPAA '18 Paper Acceptance Rate 36 of 120 submissions, 30%;
Overall Acceptance Rate 447 of 1,461 submissions, 31%

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