Deterministic graph coloring in the streaming model
Sepehr Assadi, Andrew Chen, Glenn Sun
摘要
Recent breakthroughs in graph streaming have led to the design of single-pass semi-streaming algorithms for various graph coloring problems such as (∆ + 1)-coloring, degeneracy-coloring, coloring triangle-free graphs, and others. These algorithms are all randomized in crucial ways and whether or not there is any deterministic analogue of them has remained an important open question in this line of work. We settle this fundamental question by proving that there is no deterministic single-pass semi-streaming algorithm that given a graph G with maximum degree ∆, can output a proper coloring of G using any number of colors which is sub-exponential in ∆. Our proof is based on analyzing the multi-party communication complexity of a related communication game, using random graph theory type arguments that may be of independent interest. We complement our lower bound by showing that just one extra pass over the input allows one to recover an O(∆ 2 ) coloring via a deterministic semi-streaming algorithm. This result is further extended to an O(∆) coloring in O(log ∆) passes even in dynamic streams.
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引用它的顶会 Paper4
- Brooks' theorem in graph streams: a single-pass semi-streaming algorithm for ∆-coloringSepehr Assadi, Pankaj Kumar, Parth MittalSTOC 2022 · 被引用 9 次
- Approximability of all finite CSPs with linear sketchesChi-Ning Chou, Alexander Golovnev, Madhu Sudan, Santhoshini VelusamyFOCS 2021 · 被引用 5 次
- Streaming algorithms for the missing item finding problemManuel StoecklSODA 2023 · 被引用 1 次
- Coloring Graphs with Few Colors in the Streaming ModelSepehr Assadi, Janani Sundaresan, Helia YazdanyarSODA 2026
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