Bloom Filter: A Data Structure for Computer Networking, Big Data, Cloud Computing, Internet of Things, Bioinformatics and Beyond

ISBN-13: 9780128235201 / Angielski / Miękka / 2023

Ripon Patgiri; Sabuzima Nayak; Naresh Babu Muppalaneni

Spis treści

Section 1 Bloom Filters 1. Introduction to Bloom Filter 2. Bloom Filter: A Powerful Membership Data Structure 3. robustBF: A High Accuracy and Memory Efficient 2D Bloom Filter 4. Impact of the Hash Functions in Bloom Filters 5. Analysis on Bloom Filter: Performance, Memory and False Positive Probability 6. Does not Bloom Filter bloom in Membership Filtering? 7. A review on Standard Bloom Filter 8. Counting Bloom Filter: Architecture and Applications 9. Hierarchical Bloom Filter

Section 2 Applications of Bloom Filter in Networking 10. Application of Bloom Filter in Networking and Communication 11. Content-Centric Network 12. Software-Defined Network 13. Wireless Networking 14. Network Security

Section 3 Applications of Bloom Filter in Other Domains 15. Big Data 16. Cloud Computing 17. Biometrics 18. Bioinformatics