TY - GEN
T1 - Tight Bounds for Online Edge Coloring
AU - Cohen, Ilan Reuven
AU - Peng, Binghui
AU - Wajc, David
N1 - Publisher Copyright: © 2019 IEEE.
PY - 2019/11
Y1 - 2019/11
N2 - 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.
AB - 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.
KW - adversarial arrivals
KW - edge coloring
KW - online algorithms
KW - online coloring
UR - http://www.scopus.com/inward/record.url?scp=85078432279&partnerID=8YFLogxK
U2 - 10.1109/FOCS.2019.00010
DO - 10.1109/FOCS.2019.00010
M3 - منشور من مؤتمر
T3 - Proceedings - Annual IEEE Symposium on Foundations of Computer Science, FOCS
SP - 1
EP - 25
BT - Proceedings - 2019 IEEE 60th Annual Symposium on Foundations of Computer Science, FOCS 2019
PB - IEEE Computer Society
T2 - 60th IEEE Annual Symposium on Foundations of Computer Science, FOCS 2019
Y2 - 9 November 2019 through 12 November 2019
ER -