Fog for 5G and IoT. (2017)

• Record Type: Book
• Further Information: Note: Mung Chiang, Bharath Balasubramanian, Flavio Bonomi.
• Authors: Chiang, Mung; Balasubramanian, Bharath; Bonomi, Flavio
• Contents: CONTRIBUTORS xi; ; Introduction 1 ; Bharath Balasubramanian, Mung Chiang, and Flavio Bonomi ; ; I.1 Summary of Chapters 5; ; I.2 Acknowledgments 7; ; References 8; ; I COMMUNICATION AND MANAGEMENT OF FOG 11 ; ; 1 ParaDrop: An Edge Computing Platform in Home Gateways 13 ; Suman Banerjee, Peng Liu, Ashish Patro, and Dale Willis ; ; 1.1 Introduction 13; ; 1.1.1 Enabling Multitenant Wireless Gateways and Applications through ParaDrop 14; ; 1.1.2 ParaDrop Capabilities 15; ; 1.2 Implementing Services for the ParaDrop Platform 17; ; 1.3 Develop Services for ParaDrop 19; ; 1.3.1 A Security Camera Service Using ParaDrop 19; ; 1.3.2 An Environmental Sensor Service Using ParaDrop 22; ; References 23; ; 2 Mind Your Own Bandwidth 24 ; Carlee Joe-Wong, Sangtae Ha, Zhenming Liu, Felix Ming Fai Wong, and Mung Chiang ; ; 2.1 Introduction 24; ; 2.1.1 Leveraging the Fog 25; ; 2.1.2 A Home Solution to a Home Problem 25; ; 2.2 Related Work 28; ; 2.3 Credit Distribution and Optimal Spending 28; ; 2.3.1 Credit Distribution 29; ; 2.3.2 Optimal Credit Spending 31; ; 2.4 An Online Bandwidth Allocation Algorithm 32; ; 2.4.1 Estimating Other Gateways’ Spending 32; ; 2.4.2 Online Spending Decisions and App Prioritization 34; ; 2.5 Design and Implementation 35; ; 2.5.1 Traffic and Device Classification 37; ; 2.5.2 Rate Limiting Engine 37; ; 2.5.3 Traffic Prioritization Engine 38; ; 2.6 Experimental Results 39; ; 2.6.1 Rate Limiting 39; ; 2.6.2 Traffic Prioritization 41; ; 2.7 Gateway Sharing Results 41; ; 2.8 Concluding Remarks 45; ; Acknowledgments 46; ; Appendix 2.A 46; ; 2.A.1 Proof of Lemma 2.1 46; <br />2.A.2 Proof of Lemma 2.2 46; ; 2.A.3 Proof of Proposition 2.1 47; ; 2.A.4 Proof of Proposition 2.2 48; ; 2.A.5 Proof of Proposition 2.3 49; ; 2.A.6 Proof of Proposition 2.4 49; ; References 50; ; 3 Socially-Aware Cooperative D2D and D4D Communications toward Fog Networking 52 ; Xu Chen, Junshan Zhang, and Satyajayant Misra ; ; 3.1 Introduction 52; ; 3.1.1 From Social Trust and Social Reciprocity to D2D Cooperation 54; ; 3.1.2 Smart Grid: An IoT Case for Socially-Aware Cooperative D2D and D4D Communications 55; ; 3.1.3 Summary of Main Results 57; ; 3.2 Related Work 58; ; 3.3 System Model 59; ; 3.3.1 Physical (Communication) Graph Model 60; ; 3.3.2 Social Graph Model 61; ; 3.4 Socially-Aware Cooperative D2D and D4D Communications toward Fog Networking 62; ; 3.4.1 Social Trust-Based Relay Selection 63; ; 3.4.2 Social Reciprocity-Based Relay Selection 63; ; 3.4.3 Social Trust and Social Reciprocity-Based Relay Selection 68; ; 3.5 Network Assisted Relay Selection Mechanism 69; ; 3.5.1 Reciprocal Relay Selection Cycle Finding 69; ; 3.5.2 NARS Mechanism 70; ; 3.5.3 Properties of NARS Mechanism 73; ; 3.6 Simulations 75; ; 3.6.1 Erdos–Renyi Social Graph 76; ; 3.6.2 Real Trace Based Social Graph 78; ; 3.7 Conclusion 82; ; Acknowledgments 82; ; References 83; ; 4 You Deserve Better Properties (From Your Smart Devices) 86 ; Steven Y. Ko ; ; 4.1 Why We Need to Provide Better Properties 86; ; 4.2 Where We Need to Provide Better Properties 87; ; 4.3 What Properties We Need to Provide and How 88; ; 4.3.1 Transparency 88; ; 4.3.2 Predictable Performance 93; ; 4.3.3 Openness 99; ; 4.4 Conclusions 102; ; Acknowledgment 102; ; References 103; ; II STORAGE AND COMPUTATION IN FOG 107 ; ; 5 Distributed Caching for Enhancing Communications Efficiency 109 ; A. Salman Avestimehr and Andreas F. Molisch ; ; 5.1 Introduction 109; ; 5.2 Femtocaching 111; ; 5.2.1 System Model 111; ; 5.2.2 Adaptive Streaming from Helper Stations 114; ; 5.3 User-Caching 115; ; 5.3.1 Cluster-Based Caching and D2D Communications 115; ; 5.3.2 IT LinQ-Based Caching and Communications 118; ; 5.3.3 Coded Multicast 126; ; 5.4 Conclusions and Outlook 130; ; References 131; ; 6 Wireless Video Fog: Collaborative Live Streaming with Error Recovery 133 ; Bo Zhang, Zhi Liu, and S.-H. Gary Chan ; ; 6.1 Introduction 133; ; 6.2 Related Work 136; ; 6.3 System Operation and Network Model 138; ; 6.4 Problem Formulation and Complexity 140; ; 6.4.1 NC Packet Selection Optimization 140; ; 6.4.2 Broadcaster Selection Optimization 143; ; 6.4.3 Complexity Analysis 144; ; 6.5 VBCR: A Distributed Heuristic for Live Video with Cooperative Recovery 144; ; 6.5.1 Initial Information Exchange 145; ; 6.5.2 Cooperative Recovery 145; ; 6.5.3 Updated Information Exchange 147; ; 6.5.4 Video Packet Forwarding 147; ; 6.6 Illustrative Simulation Results 150; ; 6.7 Concluding Remarks 156; ; References 156; ; 7 Elastic Mobile Device Clouds: Leveraging Mobile Devices to Provide Cloud Computing Services at the Edge 159 ; Karim Habak, Cong Shi, Ellen W. Zegura, Khaled A. Harras, and Mostafa Ammar ; ; 7.1 Introduction 159; ; 7.2 Design Space with Examples 161; ; 7.2.1 Mont-Blanc 162; ; 7.2.2 Computing while Charging 163; ; 7.2.3 FemtoCloud 164; ; 7.2.4 Serendipity 166; ; 7.3 FemtoCloud Performance Evaluation 168; ; 7.3.1 Experimental Setup 168; ; 7.3.2 FemtoCloud Simulation Results 169; ; 7.3.3 FemtoCloud Prototype Evaluation 173; ; 7.4 Serendipity Performance Evaluation 175; ; 7.4.1 Experimental Setup 175; ; 7.4.2 Serendipity’s Performance Benefits 176; ; 7.4.3 Impact of Network Environment 179; ; 7.4.4 The Impact of the Job Properties 182; ; 7.5 Challenges 186; ; References 186; ; III APPLICATIONS OF FOG 189 ; ; 8 The Role of Fog Computing in the Future of the Automobile 191 ; Flavio Bonomi, Stefan Poledna, and Wilfried Steiner ; ; 8.1 Introduction 191; ; 8.2 Current Automobile Electronic Architectures 193; ; 8.3 Future Challenges of Automotive E/E Architectures and Solution Strategies 195; ; 8.4 Future Automobiles as Fog Nodes on Wheels 200; ; 8.5 Deterministic FOG Nodes on Wheels Through Real-Time Computing and Time-Triggered Technologies; 203; ; 8.5.1 Deterministic Fog Node Addressing the Scalability Challenge through Virtualization 203; ; 8.5.2 Deterministic Fog Node Addressing the Connectivity and Security Challenges 204; ; 8.5.3 Emerging Use Case of Deterministic Fog Nodes in Automotive Applications—Vehicle-Wide; Virtualization 206; ; 8.6 Conclusion 209; ; References 209; ; 9 Geographic Addressing for Field Networks 211 ; Robert J. Hall ; ; 9.1 Introduction 211; ; 9.1.1 Field Networking 211; ; 9.1.2 Challenges of Field Networking 212; ; 9.2 Geographic Addressing 214; ; 9.3 SAGP: Wireless GA in the Field 215; ; 9.3.1 SAGP Processing 216; ; 9.3.2 SAGP Retransmission Heuristics 217; ; 9.3.3 Example of SAGP Packet Propagation 218; ; 9.3.4 Followcast: Efficient SAGP Streaming 219; ; 9.3.5 Meeting the Challenges 220;
• Edition: 1st
• Publisher Details: Hoboken, New Jersey : John Wiley & Sons, Inc
• Publication Date: 2017
• Extent: 1 online resource
• Subjects: 004.6782; Electronic data processing -- Distributed processing; Storage area networks (Computer networks); Mobile computing; Internet of things
• Languages: English
• ISBNs: 9781119187172; 9781119187158
• Notes: Note: Includes bibliographical references and index.; Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
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