Information theoretic limits of cardinality estimation: Fisher meets Shannon

Author:

Pettie Seth1,Wang Dingyu1

Affiliation:

1. University of Michigan, USA

Funder

NSF (National Science Foundation)

Publisher

ACM

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Half-Xor: A Fully-Dynamic Sketch for Estimating the Number of Distinct Values in Big Tables;IEEE Transactions on Knowledge and Data Engineering;2024-07

2. UltraLogLog: A Practical and More Space-Efficient Alternative to HyperLogLog for Approximate Distinct Counting;Proceedings of the VLDB Endowment;2024-03

3. Towards Accurate and Efficient Super Spreader Detection with Sketching;2023 8th International Conference on Data Science in Cyberspace (DSC);2023-08-18

4. Better Cardinality Estimators for HyperLogLog, PCSA, and Beyond;Proceedings of the 42nd ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems;2023-06-18

5. A Better Cardinality Estimator with Fewer Bits, Constant Update Time, and Mergeability;IEEE INFOCOM 2023 - IEEE Conference on Computer Communications;2023-05-17

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