Brooks' theorem in graph streams: a single-pass semi-streaming algorithm for ∆-coloring
Sepehr Assadi, Pankaj Kumar, Parth Mittal
摘要
Every graph with maximum degree Δ can be colored with (Δ + 1) colors using a simple greedy algorithm. Remarkably, recent work has shown that one can find such a coloring even in the semi-streaming model: there exists a randomized algorithm that with high probability finds a (Δ + 1)-coloring of the input graph in only 𝑂(𝑛 • polylog 𝑛) space assuming a single pass over the edges of the graph in any arbitrary order. But, in reality, one almost never needs (Δ + 1) colors to properly color a graph. Indeed, the celebrated Brooks' theorem states that every (connected) graph beside cliques and odd cycles can be colored with Δ colors. Can we find a Δ-coloring in the semi-streaming model as well? We settle this key question in the affirmative by designing a randomized semi-streaming algorithm that given any graph, with high probability, either correctly declares that the graph is not Δ-colorable or outputs a Δ-coloring of the graph. The proof of this result starts with a detour. We first (provably) identify the extent to which the previous approaches for streaming coloring fail for Δ-coloring: for instance, all these prior approaches can handle streams with repeated edges and they can run in 𝑜(𝑛 2 ) time, whereas An extended abstract of this paper appeared in ACM Symposium on Theory of Computing (STOC'22) [8] .
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引用它的顶会 Paper7
- Fast Distributed Brooks' TheoremManuela Fischer, Magnús M. Halldórsson, Yannic MausSODA 2023 · 被引用 9 次
- Rounds vs Communication Tradeoffs for Maximal Independent SetsSepehr Assadi, Gillat Kol, Zhijun ZhangFOCS 2022 · 被引用 6 次
- Approximability of all finite CSPs with linear sketchesChi-Ning Chou, Alexander Golovnev, Madhu Sudan, Santhoshini VelusamyFOCS 2021 · 被引用 5 次
- A Distributed Palette Sparsification TheoremMaxime Flin, Mohsen Ghaffari, Magnús M. Halldórsson, Fabian Kuhn 等SODA 2024 · 被引用 3 次
- Settling the Pass Complexity of Approximate Matchings in Dynamic Graph StreamsSepehr Assadi, Soheil Behnezhad, Christian Konrad, Kheeran K. Naidu 等SODA 2025 · 被引用 2 次
它引用的顶会 Paper5
- Distributed ∆-coloring plays hide-and-seekAlkida Balliu, Sebastian Brandt, Fabian Kuhn, Dennis OlivettiSTOC 2022 · 被引用 18 次
- Near-optimal distributed degree+1 coloringMagnús M. Halldórsson, Fabian Kuhn, Alexandre Nolin, Tigran TonoyanSTOC 2022 · 被引用 16 次
- Fast Distributed Brooks' TheoremManuela Fischer, Magnús M. Halldórsson, Yannic MausSODA 2023 · 被引用 9 次
- Deterministic graph coloring in the streaming modelSepehr Assadi, Andrew Chen, Glenn SunSTOC 2022 · 被引用 3 次
- Efficient randomized distributed coloring in CONGESTMagnús M. Halldórsson, Fabian Kuhn, Yannic Maus, Tigran TonoyanSTOC 2021 · 被引用 1 次
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