The Joys of Hashing

Build working implementations of hash tables, written in the C programming language. This book starts with simple first attempts devoid of collision resolution strategies, and moves through improvements and extensions illustrating different design ideas and approaches, followed by experiments to validate the choices. Hash tables, when implemented and used appropriately, are exceptionally efficient data structures for representing sets and lookup tables, providing low overhead, constant time, insertion, deletion, and lookup operations. The Joys of Hashing walks you through the implementation of efficient hash tables and the pros and cons of different design choices when building tables. The source code used in the book is available on GitHub for your re-use and experiments. You will:

• Master the basic ideas behind hash tables
• Carry out collision resolution, including strategies for handling collisions and their consequences for performance
• Resize or grow and shrink tables as needed
• Store values by handling when values must be stored with keys to make general sets and maps

Auteur
Thomas Mailund is an associate professor in bioinformatics at Aarhus University, Denmark. He has a background in math and computer science, including experience programming and teaching in C and R programming languages. For the last decade, his main focus has been on genetics and evolutionary studies, particularly comparative genomics, speciation, and gene flow between emerging species.

Contenu

1. The Joys of Hashing2. Hash Keys, Indices and Collisions3. Collision Resolution, Load Factor and Performance4. Resizing5. Storing Values6. Choosing Hash Functions7. Advanced Collision Resolution8. Conclusions