Simple and Optimal Online Contention Resolution Schemes for $k$-Uniform Matroids

September 18, 2023 Β· Declared Dead Β· πŸ› Information Technology Convergence and Services

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Authors Atanas Dinev, S. Matthew Weinberg arXiv ID 2309.10078 Category cs.DS: Data Structures & Algorithms Cross-listed cs.DM, cs.GT Citations 2 Venue Information Technology Convergence and Services Last Checked 4 months ago
Abstract
We provide a simple $(1-O(\frac{1}{\sqrt{k}}))$-selectable Online Contention Resolution Scheme for $k$-uniform matroids against a fixed-order adversary. If $A_i$ and $G_i$ denote the set of selected elements and the set of realized active elements among the first $i$ (respectively), our algorithm selects with probability $1-\frac{1}{\sqrt{k}}$ any active element $i$ such that $|A_{i-1}| + 1 \leq (1-\frac{1}{\sqrt{k}})\cdot \mathbb{E}[|G_i|]+\sqrt{k}$. This implies a $(1-O(\frac{1}{\sqrt{k}}))$ prophet inequality against fixed-order adversaries for $k$-uniform matroids that is considerably simpler than previous algorithms [Ala14, AKW14, JMZ22]. We also prove that no OCRS can be $(1-Ω(\sqrt{\frac{\log k}{k}}))$-selectable for $k$-uniform matroids against an almighty adversary. This guarantee is matched by the (known) simple greedy algorithm that accepts every active element with probability $1-Θ(\sqrt{\frac{\log k}{k}})$ [HKS07].
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