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Part I: Fog Computing Systems and Architectures
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Part I: Fog Computing Systems and Architectures
by Assad Abbas, Samee U. Khan, Albert Y. Zomaya
Fog Computing
Cover
List of Contributors
Acronyms
Part I: Fog Computing Systems and Architectures
1 Mobile Fog Computing
1.1 Introduction
1.2 Mobile Fog Computing and Related Models
1.3 The Needs of Mobile Fog Computing
1.4 Communication Technologies
1.5 Nonfunctional Requirements
1.6 Open Challenges
1.7 Conclusion
Acknowledgment
References
2 Edge and Fog: A Survey, Use Cases, and Future Challenges
2.1 Introduction
2.2 Edge Computing
2.3 Fog Computing
2.4 Fog and Edge Illustrative Use Cases
2.5 Future Challenges
2.6 Conclusion
Acknowledgment
References
3 Deep Learning in the Era of Edge Computing: Challenges and Opportunities
3.1 Introduction
3.2 Challenges and Opportunities
3.3 Concluding Remarks
References
4 Caching, Security, and Mobility in Content-centric Networking
4.1 Introduction
4.2 Caching and Fog Computing
4.3 Mobility Management in CCN
4.4 Security in Content-centric Networks
4.5 Caching
4.6 Conclusions
References
5 Security and Privacy Issues in Fog Computing
5.1 Introduction
5.2 Trust in IoT
5.3 Authentication
5.4 Authorization
5.5 Privacy
5.6 Web Semantics and Trust Management for Fog Computing
5.7 Discussion
5.8 Conclusion
References
6 How Fog Computing Can Support Latency/Reliability-sensitive IoT Applications: An Overview and a Taxonomy of State-of-the-art Solutions
6.1 Introduction
6.2 Fog Computing for IoT: Definition and Requirements
6.3 Fog Computing: Architectural Model
6.4 Fog Computing for IoT: A Taxonomy
6.5 Comparisons of Surveyed Solutions
6.6 Challenges and Recommended Research Directions
6.7 Concluding Remarks
References
7 Harnessing the Computing Continuum for Programming Our World
7.1 Introduction and Overview
7.2 Research Philosophy
7.3 A Goal-oriented Approach to Programming the Computing Continuum
7.4 Summary
References
8 Fog Computing for Energy Harvesting-enabled Internet of Things
8.1 Introduction
8.2 System Model
8.3 Tradeoffs in EH Fog Systems
8.4 Future Research Challenges
Acknowledgment
References
9 Optimizing Energy Efficiency of Wearable Sensors Using Fog-assisted Control
9.1 Introduction
9.2 Background
9.3 Related Topics
9.4 Design Challenges
9.5 IoT System Architecture
9.6 Fog-assisted Runtime Energy Management in Wearable Sensors
9.7 Conclusions
Acknowledgment
References
10 Latency Minimization Through Optimal Data Placement in Fog Networks
10.1 Introduction
10.2 Related Work
10.3 Problem Statement
10.4 Delay Minimization Without Replication
10.5 Delay Minimization with Replication
10.6 Performance Evaluation
10.7 Conclusion
Acknowledgement
References
11 Modeling and Simulation of Distributed Fog Environment Using FogNetSim++
11.1 Introduction
11.2 Modeling and Simulation
11.3 FogNetSim++: Architecture
11.4 FogNetSim++: Installation and Environment Setup
11.5 Conclusion
References
Part II: Fog Computing Techniques and Applications
12 Distributed Machine Learning for IoT Applications in the Fog
12.1 Introduction
12.2 Challenges in Data Processing for IoT
12.3 Computational Intelligence and Fog Computing
12.4 Challenges for Running Machine Learning on Fog Devices
12.5 Approaches to Distribute Intelligence on Fog Devices
12.6 Final Remarks
Acknowledgments
References
13 Fog Computing-Based Communication Systems for Modern Smart Grids
13.1 Introduction
13.2 An Overview of Communication Technologies in Smart Grid
13.3 Distribution Management System (DMS) Based on Fog/Cloud Computing
13.4 Real-time Simulation of the Proposed Feeder-based Communication Scheme Using MATLAB and ThingSpeak
13.5 Conclusion
References
14 An Estimation of Distribution Algorithm to Optimize the Utility of Task Scheduling Under Fog Computing Systems
14.1 Introduction
14.2 Estimation of Distribution Algorithm
14.3 Related Work
14.4 Problem Statement
14.5 Details of Proposed Algorithm
14.6 Simulation
14.7 Conclusion
References
15 Reliable and Power-Efficient Machine Learning in Wearable Sensors
15.1 Introduction
15.2 Preliminaries and Related Work
15.3 System Architecture and Methods
15.4 Data Collection and Experimental Procedures
15.5 Results
15.6 Discussion and Future Work
15.7 Summary
References
16 Insights into Software-Defined Networking and Applications in Fog Computing
16.1 Introduction
16.2 OpenFlow Protocol
16.3 SDN-Based Research Works
16.4 SDN in Fog Computing
16.5 SDN in Wireless Mesh Networks
16.6 SDN in Wireless Sensor Networks
16.7 Conclusion
References
17 Time-Critical Fog Computing for Vehicular Networks
17.1 Introduction
17.2 Applications and Timeliness Guarantees and Perturbations
17.3 Coping with Perturbation to Meet Timeliness Guarantees
17.4 Research Gaps and Future Research Directions
17.5 Conclusion
References
18 A Reliable and Efficient Fog-Based Architecture for Autonomous Vehicular Networks
18.1 Introduction
18.2 Proposed Methodology
18.3 Hypothesis Formulation
18.4 Simulation Design
18.5 Conclusions
References
19 Fog Computing to Enable Geospatial Video Analytics for Disaster-incident Situational Awareness
19.1 Introduction
19.2 Computer Vision Application Case Studies and FCC Motivation
19.3 Geospatial Video Analytics Data Collection Using Edge Routing
19.4 Fog/Cloud Data Processing for Geospatial Video Analytics Consumption
19.5 Concluding Remarks
References
20 An Insight into 5G Networks with Fog Computing
20.1 Introduction
20.2 Vision of 5G
20.3 Fog Computing with 5G Networks
20.4 Architecture of 5G
20.5 Technology and Methodology for 5G
20.6 Applications
20.7 Challenges
20.8 Conclusion
References
21 Fog Computing for Bioinformatics Applications
21.1 Introduction
21.2 Cloud Computing
21.3 Cloud Computing Applications in Bioinformatics
21.4 Fog Computing
21.5 Fog Computing for Bioinformatics Applications
21.6 Conclusion
References
Index
End User License Agreement
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1 Mobile Fog Computing
Part I
Fog Computing Systems and Architectures
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