| Description |
1 online resource (269 p.) |
| Contents |
Cover -- Half Title -- Title Page -- Copyright Page -- Table of Contents -- Preface -- Editors -- Contributors -- Chapter 1 Introduction to Optimization in Fog Computing -- 1.1 Introduction -- 1.2 Fog Computing Versus Cloud Computing -- 1.2.1 Benefits of Fog Computing -- 1.2.2 Edge Computing -- 1.2.3 Fog Computing Over 5G -- 1.3 Fog Computing System and Examples of Use -- 1.4 Optimization in Fog -- 1.5 Conclusions -- References -- Chapter 2 Open Issues and Challenges in Fog and Edge -- 2.1 Introduction -- 2.2 Issues With Fog -- 2.2.1 Open Issues -- 2.2.2 Optimization Issues |
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2.3 Optimization in Various Layers of Fog Architecture -- 2.4 Security Issues in Fog -- References -- Chapter 3 Future Challenges in Fog and Edge Computing Applications -- 3.1 Introduction -- 3.2 Related Works -- 3.3 CC, Fog and Edge Computing -- 3.3.1 Fog Computing and Related Computing Paradigms -- 3.3.1.1 Differences Between Fog Computing and CC -- 3.3.1.2 Differences Between Fog and Edge Computing -- 3.4 System Architecture -- 3.5 Challenges and Solutions for Edge and Fog Computing -- 3.5.1 Scale -- 3.5.2 Control and Management -- 3.5.3 Data Accumulation -- 3.5.4 Backup |
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3.5.5 Security and Accessibility -- 3.5.6 Latency -- 3.5.7 Distributed Computing -- 3.5.8 Network Bandwidth -- 3.6 Conclusions -- References -- Chapter 4 Geographic Information Systems-Based Modeling of Health Care Data and Its Optimization Using Various Approaches -- 4.1 Introduction -- 4.2 Various Material and Their Methodologies -- 4.2.1 Benefits of GIS -- 4.2.2 Various Classification of Health Data in GIS -- 4.2.3 Visualization -- 4.3 Overlay and Analysis in GIS -- 4.3.1 Buffer Zone Analysis in GIS -- 4.3.2 GIS-Based Network Analysis -- 4.3.3 Statistical Analysis in GIS -- 4.3.4 Query in GIS |
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4.3.5 Web-Based GIS -- 4.4 GIS and Its Applications in Health Sciences -- 4.4.1 GIS and Epidemiology -- 4.4.2 Routes to Provide Services -- 4.4.3 Health Systems in Hospitals -- 4.4.4 Social Services -- 4.4.5 Customer Service -- 4.4.6 Site Selection -- 4.4.7 Managed Health Care -- 4.4.8 Resource Management -- 4.5 Requirements for Health Care Services -- 4.5.1 Analysis of Health Care Facilities -- 4.5.2 Access Measurement -- 4.5.3 Geographic Variations in Health Care -- 4.5.4 Health Care Delivery and GIS -- 4.5.5 Health Services Locations -- 4.6 Spatial Decision Support System |
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4.6.1 GIS in Homeland Security -- 4.6.2 GIS in Indian Health Care -- 4.7 Conclusions -- 4.8 Future Directions -- References -- Chapter 5 Application of Optimization Techniques in Cloud Resource Management -- 5.1 Introduction -- 5.2 Related Works -- 5.3 Motivations for the Work -- 5.4 Optimization Techniques -- 5.4.1 Classifications of Resource Management Techniques in Cloud Computing -- 5.5 Resource Management Using Optimization Techniques -- 5.5.1 Resource Management Techniques Taxonomy Using Performance Metrics -- 5.5.1.1 Energy Aware Resource Management -- 5.5.1.2 SLA-Based Resource Management |
| Summary |
The book examines the enhancement of the performance of fog networks for real-world applications using nature-based optimization techniques. It looks at the challenges in cloud datacenter nodes and fog computing networks and provides solutions. It covers such issues as security, privacy, and power consumption |
| Notes |
Description based upon print version of record |
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5.5.1.3 Fitness Value Aware Resource Management |
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Dr. Punit Gupta is currently working as associate professor in the department of computer and communication engineering at Manipal University Jaipur, India. Dr. Dinesh Kumar Saini is a full professor at the School of Computing and Information Technology, Manipal University. Dr. Pradeep Rawat is affiliated with DIT University, India. Dr. Kashif Zia is currently working as an associate professor in the faculty of computing and information technology, Sohar University, Oman |
| Subject |
Natural computation.
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Edge computing.
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Cloud computing.
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COMPUTERS / Programming / Algorithms
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| Form |
Electronic book
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| Author |
Gupta, Punit.
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Kumar Saini, Dinesh
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Rawat, Pradeep
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Zia, Kashif
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| ISBN |
9781000811544 |
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9781003322931 |
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100332293X |
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9781000811513 |
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1000811549 |
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1000811514 |
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