Techniques for Authenticating Quantile Digests

January 18, 2024 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Alessandro Scala arXiv ID 2401.10118 Category cs.DS: Data Structures & Algorithms Cross-listed cs.DC Citations 0 Venue arXiv.org Last Checked 5 months ago
Abstract
We investigate two possible techniques to authenticate the q-digest data structure, along with a worst-case study of the computational complexity both in time and space of the proposed solutions, and considerations on the feasibility of the presented approaches in real-world scenarios. We conclude the discussion by presenting some considerations on the information complexity of the queries in the two proposed approaches, and by presenting some interesting ideas that could be the subject of future studies on the topic.
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