November 2014
Intermediate to advanced
365 pages
6h 56m
English
Contents
14.1 Introduction and Practical Situations
14.3 The Data Streaming Problem
14.3.1 Related Information Theory and Formulations
14.3.2 Practical Applications and Designs
14.3.3 Current Research Topics
14.4 Simple 32-Bit Fast Hashing
14.4.1 Hashing and Blooming Basics
14.4.2 Traditional Hashing Methods
14.4.3 Hashing by Bit Manipulation
14.4.4 Quality Evaluation of Hash Functions
14.4.5 Example Designs for Fast Hashing
14.5.1 Distributions in Practice
14.5.2 Bloom Filters: Store, Lookup, and Efficiency
14.5.3 Unconventional Bloom Filter Designs for Data Streams
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