Abstract
Vizing's celebrated theorem asserts that any graph of maximum degree Δ admits an edge coloring using at most Δ+1 colors. In contrast, Bar-Noy, Motwani and Naor showed over a quarter century ago that the trivial greedy algorithm, which uses 2Δ-1 colors, is optimal among online algorithms. Their lower bound has a caveat, however: it only applies to low-degree graphs, with Δ=O(log n), and they conjectured the existence of online algorithms using Δ(1+o(1)) colors for Δ=ω(log n). Progress towards resolving this conjecture was only made under stochastic arrivals (Aggarwal et al., FOCS'03 and Bahmani et al., SODA'10). We resolve the above conjecture for adversarial vertex arrivals in bipartite graphs, for which we present a (1+o(1))Δ-edge-coloring algorithm for Δ=ω(log n) known a priori. Surprisingly, if Δ is not known ahead of time, we show that no (e/e-1-Ω(1)) Δ-edge-coloring algorithm exists. We then provide an optimal, (e/e-1+o(1)) Δ-edge-coloring algorithm for unknown Δ=ω(log n). To obtain our results, we study a nonstandard fractional relaxation for edge coloring, for which we present optimal fractional online algorithms and a near-lossless online rounding scheme, yielding our optimal randomized algorithms.
Original language | English |
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Title of host publication | Proceedings - 2019 IEEE 60th Annual Symposium on Foundations of Computer Science, FOCS 2019 |
Publisher | IEEE Computer Society |
Pages | 1-25 |
Number of pages | 25 |
ISBN (Electronic) | 9781728149523 |
DOIs | |
State | Published - Nov 2019 |
Externally published | Yes |
Event | 60th IEEE Annual Symposium on Foundations of Computer Science, FOCS 2019 - Baltimore, United States Duration: 9 Nov 2019 → 12 Nov 2019 |
Publication series
Name | Proceedings - Annual IEEE Symposium on Foundations of Computer Science, FOCS |
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Volume | 2019-November |
ISSN (Print) | 0272-5428 |
Conference
Conference | 60th IEEE Annual Symposium on Foundations of Computer Science, FOCS 2019 |
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Country/Territory | United States |
City | Baltimore |
Period | 9/11/19 → 12/11/19 |
Bibliographical note
Publisher Copyright:© 2019 IEEE.
Funding
†Work done in part while the author was visiting EPFL. This work was supported in part by NSF grants CCF-1527110, CCF-1618280, CCF-1814603, CCF-1910588, NSF CAREER award CCF-1750808 and a Sloan Research Fellowship.
Funders | Funder number |
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National Science Foundation | 1750808, CCF-1814603, 1814603, CCF-1750808, CCF-1618280, CCF-1910588, 1527110, CCF-1527110 |
Keywords
- adversarial arrivals
- edge coloring
- online algorithms
- online coloring