Bloom Filter: A Data Structure for Computer Networking, Big Data, Cloud Computing, Internet of Things, Bioinformatics, and Beyond focuses on both the theory and practice of the most emerging areas for Bloom filter application, including Big Data, Cloud Computing, Internet of Things, and Bioinformatics. Sections provide in-depth insights on structure and variants, focus on its role in computer networking, and discuss applications in various research domains, such as Big Data, Cloud Computing, and Bioinformatics. Since its inception, the Bloom Filter has been extensively experimented with and developed to enhance system performance such as web cache.

Bloom filter influences many research fields, including Bioinformatics, Internet of Things, computer security, network appliances, Big Data and Cloud Computing.

Includes Bloom filter methods for a wide variety of applications
Defines concepts and implementation strategies that will help the reader use the suggested methods
Provides an overview of issues and challenges faced by researchers

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Yes, you can access Bloom Filter by Ripon Patgiri,Sabuzima Nayak,Naresh Babu Muppalaneni in PDF and/or ePUB format, as well as other popular books in Biological Sciences & Biotechnology. We have over one million books available in our catalogue for you to explore.

Information

Publisher

Academic Press

Year

2023

ISBN

9780128236468

Topic

Biological Sciences

Subtopic

Biotechnology

Index

Biological Sciences

Cover image
Title page
Table of Contents
Copyright
Preface
Acknowledgments
Part I: Bloom Filters
Chapter 1: Introduction
Chapter 2: Bloom Filters: a powerful membership data structure
Chapter 3: robustBF: a high accuracy and memory efficient 2D Bloom Filter for diverse applications
Chapter 4: Impact of the hash functions in Bloom Filter design
Chapter 5: Analysis on Bloom Filter: performance, memory, and false positive probability
Chapter 6: Does not Bloom Filter bloom in membership filtering?
Chapter 7: Standard of Bloom Filter: a review
Chapter 8: Counting Bloom Filter: architecture and applications
Chapter 9: Hierarchical Bloom Filter
Part II: Applications of Bloom Filter in networking
Chapter 10: Applications of Bloom Filter in networking and communication
Chapter 11: Bloom Filter for named-data networking
Chapter 12: Enhancement of software-defined networking using Bloom Filter
Chapter 13: Impact of Bloom Filter in wireless network
Chapter 14: Network security using Bloom Filter
Part III: Applications of Bloom Filter in other domains
Chapter 15: Applications of Bloom Filter in Big data
Chapter 16: Bloom Filter in cloud computing
Chapter 17: Applications of Bloom Filter in biometrics
Chapter 18: Bloom Filter for bioinformatics
Index