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Bloom Filter

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

Specificaties
Paperback, blz. | Engels
Elsevier Science | e druk, 2023
ISBN13: 9780128235201
Rubricering
Elsevier Science e druk, 2023 9780128235201
€ 178,60
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Samenvatting

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.

Specificaties

ISBN13:9780128235201
Taal:Engels
Bindwijze:Paperback

Inhoudsopgave

<p>Section 1 Bloom Filters<br>1. Introduction to Bloom Filter<br>2. Bloom Filter: A Powerful Membership Data Structure<br>3. robustBF: A High Accuracy and Memory Efficient 2D Bloom Filter<br>4. Impact of the Hash Functions in Bloom Filters<br>5. Analysis on Bloom Filter: Performance, Memory and False Positive Probability<br>6. Does not Bloom Filter bloom in Membership Filtering?<br>7. A review on Standard Bloom Filter<br>8. Counting Bloom Filter: Architecture and Applications<br>9. Hierarchical Bloom Filter</p> <p>Section 2 Applications of Bloom Filter in Networking<br>10. Application of Bloom Filter in Networking and Communication<br>11. Content-Centric Network<br>12. Software-Defined Network<br>13. Wireless Networking<br>14. Network Security</p> <p>Section 3 Applications of Bloom Filter in Other Domains<br>15. Big Data<br>16. Cloud Computing<br>17. Biometrics<br>18. Bioinformatics</p>
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        Bloom Filter