Arboricity-Dependent Algorithms for Edge Coloring

Authors Sayan Bhattacharya, Martín Costa, Nadav Panski, Shay Solomon



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Author Details

Sayan Bhattacharya
  • University of Warwick, UK
Martín Costa
  • University of Warwick, UK
Nadav Panski
  • Tel Aviv University, Israel
Shay Solomon
  • Tel Aviv University, Israel

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Sayan Bhattacharya, Martín Costa, Nadav Panski, and Shay Solomon. Arboricity-Dependent Algorithms for Edge Coloring. In 19th Scandinavian Symposium and Workshops on Algorithm Theory (SWAT 2024). Leibniz International Proceedings in Informatics (LIPIcs), Volume 294, pp. 12:1-12:15, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2024)
https://doi.org/10.4230/LIPIcs.SWAT.2024.12

Abstract

The problem of edge coloring has been extensively studied over the years. Recently, this problem has received significant attention in the dynamic setting, where we are given a dynamic graph evolving via a sequence of edge insertions and deletions and our objective is to maintain an edge coloring of the graph. Currently, it is not known whether it is possible to maintain a (Δ + O(Δ^(1-μ)))-edge coloring in Õ(1) update time, for any constant μ > 0, where Δ is the maximum degree of the graph. In this paper, we show how to efficiently maintain a (Δ + O(α))-edge coloring in Õ(1) amortized update time, where α is the arboricty of the graph. Thus, we answer this question in the affirmative for graphs of sufficiently small arboricity.

Subject Classification

ACM Subject Classification
  • Theory of computation → Dynamic graph algorithms
Keywords
  • Dynamic Algorithms
  • Graph Algorithms
  • Edge Coloring
  • Arboricity

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References

  1. Leonid Barenboim, Michael Elkin, and Tzalik Maimon. Deterministic distributed (Δ + o(Δ))-edge-coloring, and vertex-coloring of graphs with bounded diversity. In Proceedings of the ACM Symposium on Principles of Distributed Computing, PODC 2017, Washington, DC, USA, July 25-27, 2017, pages 175-184. ACM, 2017. Google Scholar
  2. Leonid Barenboim and Tzalik Maimon. Fully-dynamic graph algorithms with sublinear time inspired by distributed computing. In International Conference on Computational Science, ICCS 2017, 12-14 June 2017, Zurich, Switzerland, volume 108 of Procedia Computer Science, pages 89-98. Elsevier, 2017. Google Scholar
  3. Sayan Bhattacharya, Deeparnab Chakrabarty, Monika Henzinger, and Danupon Nanongkai. Dynamic algorithms for graph coloring. In Proceedings of the Twenty-Ninth Annual ACM-SIAM Symposium on Discrete Algorithms, SODA 2018, New Orleans, LA, USA, January 7-10, 2018, pages 1-20. SIAM, 2018. Google Scholar
  4. Sayan Bhattacharya, Martín Costa, Nadav Panski, and Shay Solomon. Density-sensitive algorithms for (Δ + 1)-edge coloring. CoRR, abs/2307.02415, 2023. URL: https://arxiv.org/abs/2307.02415.
  5. Sayan Bhattacharya, Martín Costa, Nadav Panski, and Shay Solomon. Nibbling at long cycles: Dynamic (and static) edge coloring in optimal time. In Proceedings of the 2024 Annual ACM-SIAM Symposium on Discrete Algorithms (SODA), pages 3393-3440. SIAM, 2024. Google Scholar
  6. Sayan Bhattacharya, Monika Henzinger, Danupon Nanongkai, and Charalampos E. Tsourakakis. Space- and time-efficient algorithm for maintaining dense subgraphs on one-pass dynamic streams. In Proceedings of the Forty-Seventh Annual ACM on Symposium on Theory of Computing, STOC 2015, Portland, OR, USA, June 14-17, 2015, pages 173-182. ACM, 2015. Google Scholar
  7. Yi-Jun Chang, Qizheng He, Wenzheng Li, Seth Pettie, and Jara Uitto. The complexity of distributed edge coloring with small palettes. In Proceedings of the Twenty-Ninth Annual ACM-SIAM Symposium on Discrete Algorithms, SODA 2018, New Orleans, LA, USA, January 7-10, 2018, pages 2633-2652. SIAM, 2018. Google Scholar
  8. Norishige Chiba and Takao Nishizeki. Arboricity and subgraph listing algorithms. SIAM J. Comput., 14(1):210-223, 1985. Google Scholar
  9. Aleksander B. J. Christiansen, Eva Rotenberg, and Juliette Vlieghe. Sparsity-parameterised dynamic edge colouring. CoRR, abs/2311.10616, 2023. URL: https://arxiv.org/abs/2311.10616.
  10. Aleksander Bjørn Grodt Christiansen. The power of multi-step vizing chains. In Proceedings of the 55th Annual ACM Symposium on Theory of Computing (STOC), pages 1013-1026, 2023. Google Scholar
  11. Ran Duan, Haoqing He, and Tianyi Zhang. Dynamic edge coloring with improved approximation. In Proceedings of the Thirtieth Annual ACM-SIAM Symposium on Discrete Algorithms, SODA 2019, San Diego, California, USA, January 6-9, 2019, pages 1937-1945. SIAM, 2019. Google Scholar
  12. Łukasz Kowalik. Edge-coloring sparse graphs with Δ colors in quasilinear time. arXiv preprint, 2024. URL: https://arxiv.org/abs/2401.13839.
  13. V. G. Vizing. On an estimate of the chromatic class of a p-graph. Discret Analiz, 3:25-30, 1964. Google Scholar