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Part II: Middlewares
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Part II: Middlewares
by Satish Narayana Srirama, Rajkumar Buyya
Fog and Edge Computing
Cover
List of Contributors
Preface
Organization of the Book
Acknowledgments
Part I: Foundations
1 Internet of Things (IoT) and New Computing Paradigms
1.1 Introduction
1.2 Relevant Technologies
1.3 Fog and Edge Computing Completing the Cloud
1.4 Hierarchy of Fog and Edge Computing
1.5 Business Models
1.6 Opportunities and Challenges
1.7 Conclusions
References
2 Addressing the Challenges in Federating Edge Resources
2.1 Introduction
2.2 The Networking Challenge
2.3 The Management Challenge
2.4 Miscellaneous Challenges
2.5 Conclusions
References
3 Integrating IoT + Fog + Cloud Infrastructures: System Modeling and Research Challenges
3.1 Introduction
3.2 Methodology
3.3 Integrated C2F2T Literature by Modeling Technique
3.4 Integrated C2F2T Literature by Use‐Case Scenarios
3.5 Integrated C2F2T Literature by Metrics
3.6 Future Research Directions
3.7 Conclusions
Acknowledgments
References
4 Management and Orchestration of Network Slices in 5G, Fog, Edge, and Clouds
4.1 Introduction
4.2 Background
4.3 Network Slicing in 5G
4.4 Network Slicing in Software‐Defined Clouds
4.5 Network Slicing Management in Edge and Fog
4.6 Future Research Directions
4.7 Conclusions
Acknowledgments
References
5 Optimization Problems in Fog and Edge Computing
5.1 Introduction
5.2 Background / Related Work
5.3 Preliminaries
5.4 The Case for Optimization in Fog Computing
5.5 Formal Modeling Framework for Fog Computing
5.6 Metrics
5.7 Optimization Opportunities along the Fog Architecture
5.8 Optimization Opportunities along the Service Life Cycle
5.9 Toward a Taxonomy of Optimization Problems in Fog Computing
5.10 Optimization Techniques
5.11 Future Research Directions
5.12 Conclusions
Acknowledgments
References
Part II: Middlewares
6 Middleware for Fog and Edge Computing: Design Issues
6.1 Introduction
6.2 Need for Fog and Edge Computing Middleware
6.3 Design Goals
6.4 State‐of‐the‐Art Middleware Infrastructures
6.5 System Model
6.6 Proposed Architecture
6.7 Case Study Example
6.8 Future Research Directions
6.9 Conclusions
References
7 A Lightweight Container Middleware for Edge Cloud Architectures
7.1 Introduction
7.2 Background/Related Work
7.3 Clusters for Lightweight Edge Clouds
7.4 Architecture Management – Storage and Orchestration
7.5 IoT Integration
7.6 Security Management for Edge Cloud Architectures
7.7 Future Research Directions
7.8 Conclusions
References
8 Data Management in Fog Computing
8.1 Introduction
8.2 Background
8.3 Fog Data Management
8.4 Future Research and Direction
8.5 Conclusions
References
9 Predictive Analysis to Support Fog Application Deployment
9.1 Introduction
9.2 Motivating Example: Smart Building
9.3 Predictive Analysis with FogTorchΠ
9.4 Motivating Example (continued)
9.5 Related Work
9.6 Future Research Directions
9.7 Conclusions
References
10 Using Machine Learning for Protecting the Security and Privacy of Internet of Things (IoT) Systems
10.1 Introduction
10.2 Background
10.3 Survey of ML Techniques for Defending IoT Devices
10.4 Machine Learning in Fog Computing
10.5 Future Research Directions
10.6 Conclusions
References
Part III: Applications and Issues
11 Fog Computing Realization for Big Data Analytics
11.1 Introduction
11.2 Big Data Analytics
11.3 Data Analytics in the Fog
11.4 Prototypes and Evaluation
11.5 Case Studies
11.6 Related Work
11.7 Future Research Directions
11.8 Conclusions
References
12 Exploiting Fog Computing in Health Monitoring
12.1 Introduction
12.2 An Architecture of a Health Monitoring IoT‐Based System with Fog Computing
12.3 Fog Computing Services in Smart E‐Health Gateways
12.4 System Implementation
12.5 Case Studies, Experimental Results, and Evaluation
12.6 Discussion of Connected Components
12.7 Related Applications in Fog Computing
12.8 Future Research Directions
12.9 Conclusions
References
13 Smart Surveillance Video Stream Processing at the Edge for Real‐Time Human Objects Tracking
13.1 Introduction
13.2 Human Object Detection
13.3 Object Tracking
13.4 Lightweight Human Detection
13.5 Case Study
13.6 Future Research Directions
13.7 Conclusions
References
14 Fog Computing Model for Evolving Smart Transportation Applications
14.1 Introduction
14.2 Data‐Driven Intelligent Transportation Systems
14.3 Mission‐Critical Computing Requirements of Smart Transportation Applications
14.4 Fog Computing for Smart Transportation Applications
14.5 Case Study: Intelligent Traffic Lights Management (ITLM) System
14.6 Fog Orchestration Challenges and Future Directions
14.7 Future Research Directions
14.8 Conclusions
References
15 Testing Perspectives of Fog‐Based IoT Applications
15.1 Introduction
15.2 Background
15.3 Testing Perspectives
15.4 Future Research Directions
15.5 Conclusions
References
16 Legal Aspects of Operating IoT Applications in the Fog
16.1 Introduction
16.2 Related Work
16.3 Classification of Fog/Edge/IoT Applications
16.4 Restrictions of the GDPR Affecting Cloud, Fog, and IoT Applications
16.5 Data Protection by Design Principles
16.6 Future Research Directions
16.7 Conclusions
Acknowledgment
References
17 Modeling and Simulation of Fog and Edge Computing Environments Using iFogSim Toolkit
17.1 Introduction
17.2 iFogSim Simulator and Its Components
17.3 Installation of iFogSim
17.4 Building Simulation with iFogSim
17.5 Example Scenarios
17.6 Simulation of a Placement Policy
17.7 A Case Study in Smart Healthcare
17.8 Conclusions
References
Index
End User License Agreement
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5 Optimization Problems in Fog and Edge Computing
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6 Middleware for Fog and Edge Computing: Design Issues
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