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This work presents new cardinality estimation methods for data sets recorded by HyperLogLog sketches.
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Summarizing Data Using Bottom-k Sketches. In Proc. of the 26th Annual ACM Symposium on Principles of Distributed Computing
E. Cohen and H. Kaplan. 2007 · 2007
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Hyperloglog: The Analysis of a Near-Optimal Cardinality Estimation Algorithm. In Proc. of the 13th Conference on Analysis of Algorithms
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Why Go Logarithmic If We Can Go Linear?: Towards Effective Distinct Counting of Search Traffic. In Proc. of the 11th International Conference on Extending Database Technology
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Distinct Counting with a Self-Learning Bitmap
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Theory and Applications of b-bit Minwise Hashing
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Streamed Approximate Counting of Distinct Elements: Beating Optimal Batch Methods. In Proc. of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
D. Ting. 2014 · 2014
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Hashing for Similarity Search: A Survey
J. Wang, H. T. Shen, J. Song, and J. Ji. 2014 · 2014
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All-Distances Sketches, Revisited: HIP Estimators for Massive Graphs Analysis
E. Cohen. 2015 · 2015
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A Framework for Estimating Stream Expression Cardinalities
A. Dasgupta, K. Lang, L. Rhodes, and J. Thaler. 2015 · 2015
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System and Method for Enhanced Accuracy Cardinality Estimation
L. Rhodes. 2015 · 2015
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Hyperloglog in Practice: Algorithmic Engineering of a State of the Art Cardinality Estimation Algorithm. In Proc. of the 16th International Conference on Extending Database Technology
S. Heule, M. Nunkesser, and A. Hall. 2013 · 2013
Cited alongside, same era.
HyperLogLog and MinHash - A Union for Intersections
A. Pascoe. 2013 · 2013
Cited alongside, same era.
Mining of Massive Datasets
J. Leskovec, A. Rajaraman, and J. D. Ullman. 2014 · 2014
Cited alongside, same era.
Redis New Data Structure: The HyperLogLog
S. Sanfilippo. 2014 · 2014
Cited alongside, same era.
A Minimal Variance Estimator for the Cardinality of Big Data Set Intersection
R. Cohen, L. Katzir, and A. Yehezkel. 2016 · 2016
Later among the works it cites.
Towards Optimal Cardinality Estimation of Unions and Intersections with Sketches. In Proc. of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
D. Ting. 2016 · 2016
Later among the works it cites.
New cardinality estimation algorithms for HyperLogLog sketches
O. Ertl. 2017 · 2017
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