Mastering Hashing Algorithms
From Basic Hash Functions to Advanced Computational Reductions
You'll gain the expertise to design and implement sophisticated hashing systems that power modern computing infrastructure. This comprehensive guide takes you beyond basic hash table operations to explore the mathematical foundations and practical applications that make hashing algorithms indispensable in computer science. Starting with fundamental concepts, you'll discover how hash functions transform arbitrary data into fixed-size values, and why this simple transformation enables solutions to complex computational challenges. You'll master collision resolution strategies, from simple chaining to advanced open addressing schemes, understanding when and why each approach excels in different scenarios. The book delves deep into specialized hashing techniques that solve real-world problems: cryptographic hash functions that secure digital communications, perfect hashing for static datasets, universal hashing for robust performance guarantees, and consistent hashing for scalable distributed systems. You'll explore cutting-edge applications like locality-sensitive hashing for similarity search and rolling hash functions for efficient pattern matching. Most importantly, you'll learn how hashing algorithms serve as powerful tools for computational reductions—transforming difficult problems into more manageable forms. Through detailed examples and practical implementations, you'll understand how to leverage these techniques to create efficient algorithms for complex computational challenges, giving you the skills to tackle advanced algorithmic problems with confidence.
Est. Length
269 pages (13 chapters)
Language
English
Publication date
Sep 13, 2025
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