Coloring Graphs with Few Colors in the Streaming Model
Sepehr Assadi, Janani Sundaresan, Helia Yazdanyar
摘要
We study graph coloring problems in the streaming model, wherein the goal is to process an n-vertex graph whose edges arrive in a stream, using a limited space that is much smaller than the trivial O(n 2 ) bound. While prior work has largely focused on coloring graphs with a large number of colors-typically as a function of the maximum degree-we explore the opposite end of the spectrum: deciding whether the input graph can be colored using only a few, say, a constant number of colors. We are interested in each of the adversarial, random order, or dynamic streams, and-as is the standard in this model-focus solely on the space complexity rather than running time.
Our work lays the foundation for this new direction by establishing both upper and lower bounds on space complexity of key variants of the problem. Some of our main results include: * (
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- The one-way communication complexity of submodular maximization with applications to streaming and robustnessMoran Feldman, Ashkan Norouzi-Fard, Ola Svensson, Rico ZenklusenSTOC 2020 · 被引用 32 次
- Optimal Streaming Approximations for all Boolean Max-2CSPs and Max-ksatChi-Ning Chou, Alexander Golovnev, Santhoshini VelusamyFOCS 2020 · 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
- Space Lower Bounds for Approximating Maximum Matching in the Edge Arrival ModelMichael KapralovSODA 2021 · 被引用 15 次
- On Regularity Lemma and Barriers in Streaming and Dynamic MatchingSepehr Assadi, Soheil Behnezhad, Sanjeev Khanna, Huan LiSTOC 2023 · 被引用 13 次
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