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Bio-Inspired Optimization in Fog and Edge Computing Environments: Principles, Al

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eBay-objectnummer:395250540242
Laatst bijgewerkt op 09 apr 2024 11:00:42 CESTAlle herzieningen bekijkenAlle herzieningen bekijken

Specificaties

Objectstaat
Nieuw: Een nieuw, ongelezen en ongebruikt boek in perfecte staat waarin geen bladzijden ontbreken of ...
ISBN-13
9781032262901
Book Title
Bio-Inspired Optimization in Fog and Edge Computing Environments
ISBN
9781032262901
Publication Year
2022
Type
Textbook
Format
Hardcover
Language
English
Publication Name
Bio-Inspired Optimization in Fog and Edge Computing Environments : Principles, Algorithms, and Systems
Author
Dinesh Kumar Saini
Item Length
9.2in
Publisher
Auerbach Publishers, Incorporated
Item Width
6.1in
Number of Pages
248 Pages

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Product Information

A new era of complexity science is emerging in which nature- and bio-inspired principles are being applied to provide solutions. At the same time, systems complexity is increasing due to such models like the Internet of Things (IoT) and fog computing. Can complexity science, applying the principles of nature, be able to tackle the challenges posed by highly complex networked systems? Bio-Inspired Optimization in Fog and Edge Computing: Principles, Algorithms, and Systems is an attempt to answer this question It presents and innovative bio-inspired solutions for fog and edge computing and highlights the role of machine learning and informatics. Nature- or biological-inspired techniques are successful tools to understand and analyze a collective behavior. As this book demonstrates, algorithms and mechanisms of self-organization of complex natural systems have been used to solve optimization problems, particularly in complex systems that are adaptive, ever-evolving, and distributed in nature. The chapters look at ways of enhancing the performance of fog networks in real-world applications using nature-based optimization techniques. They discuss challenges and provide solutions to the concerns of security, privacy, and power consumption in cloud data center nodes and fog computing networks. The book also examines how: The existing fog and edge architecture is used to provide solutions to future challenges A geographical information system (GIS0 can be used with fog computing to help users in an urban region access prime healthcare An optimization framework helps in cloud resource management. Fog computing can improve the quality, quantity, long-term viability, and cost-effectiveness of agricultural production Virtualization can support fog computing, increase resources to be allocated, and be applied to different network layers The combination of fog computing and IoT or cloud computing can help healthcare workers predict and analyze diseases in patients.

Product Identifiers

Publisher
Auerbach Publishers, Incorporated
ISBN-10
1032262907
ISBN-13
9781032262901
eBay Product ID (ePID)
17057254928

Product Key Features

Author
Dinesh Kumar Saini
Publication Name
Bio-Inspired Optimization in Fog and Edge Computing Environments : Principles, Algorithms, and Systems
Format
Hardcover
Language
English
Publication Year
2022
Type
Textbook
Number of Pages
248 Pages

Dimensions

Item Length
9.2in
Item Width
6.1in

Additional Product Features

Table of Content
1. Introduction to Optimization in Fog Computing. 2. Open Issues and Challenges in Fog and Edge. 3. Future Challenges of Fog and Edge Computing Applications. 4. Geographic Information Systems-Based Modeling of Healthcare Data and its Optimization using Various Approaches. 5. Application of Optimization Techniques in Cloud Resource Management. 6. Use of Fog Computing in Healthcare. 7. Fog Computing for Agriculture Application and its Issues. 8. Fog Computing and Vehicular Networks for Smart Traffic Control: Fog Computing-Based Cognitive Analytics Model for Smart Traffic Control. 9. Virtualization Concepts and Industry Standards in Cloud Computing. 10. Optimized Cloud Storage Data Analysis using the Machine Learning Model. 11. Resource Management in Fog Computing Environment using Optimal Fog Network Topology. 12. Applications of Fog in Healthcare Services. 13. Roles and Future of Internet of Things-Based Smart Healthcare Models.
Target Audience
Trade
Topic
Programming / Algorithms, Cloud Computing, General
Lccn
2022-038905
Dewey Decimal
006.3/8
Dewey Edition
23/Eng/20221021
Genre
Computers, Mathematics

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