Fog Computing : Concepts, Frameworks, and Applications

Fog Computing: Concepts, Frameworks, and Applications is arranged in such a way that readers with no prior experience in Fog Computing may explore this domain. It is an accessible source of information for distributed computing researchers as well as professionals looking to improve their security and connectivity understanding in Internet of Things (IoT) devices. This book is also useful for researchers and professionals working in the field of wireless communication security and privacy research. This book is intended for students, professionals, researchers, and developers who are working in or interested in the field of Fog Computing. One of the book's distinguishing aspects is that it covers a variety of case studies and future possibilities in the field of Fog Computing.This book:- Begins by covering the fundamental notions of Fog Computing to help readers grasp the technology, starting from the basics- Explains Fog Computing architecture as well as the convergence of Fog, IoT, and Cloud Computing- Provides an assessment of Fog Computing and its applications in the field of IoT- Discusses the usage of software defined networking and machine learning algorithms as they apply to Fog Computing- Describes the different security and privacy issues with Fog Computing and explores single point control systems for consumer devices using Edge-Fog Computing- Outlines in detail how to leverage Blockchain technology in Fog Computing, as well as how to use Fog - Computing in telemedicine and healthcare applications- Examines the usage of communication protocols, simulation tools for Fog Computing implementation, and case studies in the fields of bioinformatics, disaster control, and IoT Fog Computing: Concepts, Frameworks, and Applications provides an overview of the innovative concepts, methodologies and frameworks of fog computing. It discusses topics such as the basics of the fog computing to help readers understand the technology from ground up. Covers the infrastructure of fog computing along with the integration of fog, IOT and cloud Computing Provides information about the use of software defined networking and machine learning techniques for the implementation of the fog computing. Provides in depth knowledge about the use of blockchain technology in fog computing along with the use of fog computing in Telemedicine and Healthcare services Discusses use of communication protocols, simulation tools for the implementation of fog computing along with various case studies in the domain of Bioinformatics, Disaster Control and IOT This book will be a readily accessible source of information for the researchers in the area of distributed computing as well as for the professionals who want to enhance their security and connectivity knowledge in IoT systems. Cover 1 Half Title 2 Title 4 Copyright 5 Contents 6 Preface 8 Author/Editor Biographies 12 List of Contributors 14 1 Fog Computing: Present and Future 16 2 Fog Computing: Foundation and Outline 32 3 The Use of Machine Learning in Fog Computing 42 4 Application of Machine Learning in Fog Computing 56 5 Simulation and Modeling Tools for Fog Computing 66 6 Security and Privacy Issues in Fog Computing 100 7 Leveraging Fog Computing for the Internet of Medical Things 112 8 A Single-Point Control System for Consumer Devices Using Edge-Fog Computing 128 9 Fog Computing: A Peek into Communication Security 138 10 Fog Computing and Machine Learning 148 11 Communication Protocols in Fog Computing: A Survey and Challenges 168 12 Fog Computing, Today and in the Future with IoT 186 13 Integration and Application of Fog, IoT and Edge Computing 198 14 The Role of Block Chain in Fog Computing 212 15 Fog Computing Framework: Mitigating Latency in Supply Chain Management 220 Index 228 Internet,of,Things;,Cloud;,Artificial,Intelligence;,Network;,Machine,Learning;,Software,Defined,Networking Internet of Things,Cloud,Artificial Intelligence,Network,Machine Learning,Software Defined Networking Fog Computing: Concepts, Frameworks, and Applications is arranged in such a way that readers with no prior experience in Fog Computing may explore this domain. It is an accessible source of information for distributed computing researchers as well as professionals looking to improve their security and connectivity understanding in Internet of Things (IoT) devices. This book is also useful for researchers and professionals working in the field of wireless communication security and privacy research. This book is intended for students, professionals, researchers, and developers who are working in or interested in the field of Fog Computing. One of the book's distinguishing aspects is that it covers a variety of case studies and future possibilities in the field of Fog Computing. This book: Begins by covering the fundamental notions of Fog Computing to help readers grasp the technology, starting from the basics Explains Fog Computing architecture as well as the convergence of Fog, IoT, and Cloud Computing Provides an assessment of Fog Computing and its applications in the field of IoT Discusses the usage of software defined networking and machine learning algorithms as they apply to Fog Computing Describes the different security and privacy issues with Fog Computing and explores single point control systems for consumer devices using Edge-Fog Computing Outlines in detail how to leverage Blockchain technology in Fog Computing, as well as how to use Fog Computing in telemedicine and healthcare applications Examines the usage of communication protocols, simulation tools for Fog Computing implementation, and case studies in the fields of bioinformatics, disaster control, and IoT Fog computing : present and future / Kabir Jaiswal, Niharika Singh -- Fog computing : foundation and outline / Kartik Agarwal, Roohi Sille, Niharika Singh -- The use of machine learning in fog computing / Smriti Gaba, Susheela Dahiya, Samarth Vashisht, Avita Katal -- Application of machine learning in fog computing / Kabir Jaiswal, Niharika Singh -- Simulation and modelling tools for fog computing / Antonio A.T.R. Coutinho, Elisangela O. Carneiro, Fabíola Greve -- Security and privacy issues in fog computing / Smriti Gaba, Susheela Dahiya, Keshav Kaushik -- Leveraging fog computing for Internet of medical things / Avita Katal -- A single point control system for consumer devices using edge-fog computing / Karan Verma, Prashant Kumar, Ajay K. Sharma, Ashok Kumar -- Fog computing : peek into communication security / Parminder Singh Sethi, Ravi Tomar -- Fog computing and machine learning / Kaustubh Lohani, Prajwal Bhardwaj, Ravi Tomar -- Communication protocols in fog computing : a survey & challenges / Avita Katal, Vitesh Sethi -- Fog computing, today and future with IoT / Hitesh Kumar Sharma, Anurag Mor, Shlok Mohanty -- Integration and application of fog, IoT and edge computing / Mohammed Ali Shaik, P. Praveen, T. Sampath Kumar -- The role of block chain in fog computing / Tanupriya Choudhury, Rohini A. -- Fog computing framework mitigating latency in supply chain management / Rahul Gupta, Ajay Singh "The proposed book is arranged in such a way that a novice with no prior experience of Fog Computing may explore this domain. It will be a publicly accessible source of information for distributed computing researchers as well as professionals looking to improve their security and connectivity understanding in IoT devices. This book is also useful for researchers and professionals working in the field of wireless communication security and privacy research. This book is intended for students, professionals, researchers, and developers who are working in or interested in the field of Fog Computing. One of the book's distinguishing aspects is that it covers a variety of case studies and future possibilities in the field of Fog Computing"-- Provided by publisher This book provides an overview of the innovative concepts, methodologies and frameworks of fog computing. It discusses topics such as the basics of the fog computing to help readers understand the technology from ground up. It will be a readily accessible source of information for the researchers and professionals.