Fog Computing for Intelligent Cloud IoT Systems

Chandan Banerjee, PhD, is a professor in the Department of Information Technology, Netaji Subhash Engineering College, West Bengal, India. His research interests include cloud computing, computer networks, fog computing, data structure, and algorithms. With about 35 publications in referred international journals, he serves as a reviewer for many peer-reviewed international journals and international conferences. Banerjee is the recipient of several awards including the top-performing mentor award and the Silver Partner Faculty Recognition award. Anupam Ghosh, PhD, is a professor in the Department of Computer Science and Engineering, Netaji Subhash Engineering College, Kolkata, India. He has published more than 100 international papers in reputed international journals and conferences. His fields of interest are mainly AI, machine learning, deep learning, image processing, soft computing, bioinformatics, IoT, and data mining. Rajdeep Chakraborty, PhD, is an assistant professor in the Department of Computer Science and Engineering, Netaji Subhash Engineering College, Kolkata, India. His fields of interest are mainly in cryptography and computer security. He was awarded the Adarsh Vidya Saraswati Rashtriya Puraskar, National Award of Excellence 2019 conferred by Glacier Journal Research Foundation, Ahmed A. Elngar, PhD, is an associate professor in the Department of Computer Science and Engineering, University Institute of Engineering, Chandigarh University, Punjab, India. His field of interest focuses on cryptology and computer security. He has several publications in reputed journals along with a book on hardware cryptography. In 2019, Elngar was awarded the Adarsh Vidya Sarawati Rashtriya Puraskar, National Award of Excellence.

• Preface xviiPart I: Study of Fog Computing and Machine Learning 11 Fog Computing: Architecture and Application 3Soumen Swarnakar2 A Comparative Review on Different Techniques of Computation Offloading in Mobile Cloud Computing 33Priyajit Sen, Tamanna Islam, Rajat Pandit and Debabrata Sarddar3 Fog Computing for Intelligent Cloud–IoT System: Optimization of Fog Computing in Industry 4.0 45Mayank Patel, Monika Bhatt and Ankush Patel4 Machine Learning Integration in Agriculture Domain: Concepts and Applications 71Ankur Biswas and Rita Banik5 Role of Intelligent IoT Applications in Fog Computing 99Pawan Whig, Dhaya Sindhu Battina, Srinivas Venkata, Ashima Bhatnagar Bhatia and Yusuf Jibrin Alkali6 SaaS-Based Data Visualization Platform—A Study in COVID-19 Perspective 119S. Majumder, A. Shaw, R. Keshri and A. Chakraborty7 A Complete Study on Machine Learning Algorithms for Medical Data Analysis Inderdeep 137Kaur and Aleem AliPart II: Applications and Analytics 1738 Fog Computing in Healthcare: Application Taxonomy, Challenges and Opportunities 175Subrata Datta and Priyanka Datta9 IoT-Driven Predictive Maintenance Approach in Industry 4.0: A Fiber Bragg Grating (FBG) Sensor Application 203Dipak Ranjan Nayak, Pramod Sharma, Ambarish G. Mohapatra, Narayan Nayak, Bright Keswani and Ashish Khanna10 Fog Computing-Enabled Cancer Cell Detection System Using Convolution Neural Network in Internet of Medical Things 229Soumen Santra, Dipankar Majumdar and Surajit Mandal11 Application of IoT in Smart Farming and Precision Farming: A Review 245Suparna Biswas and Soumik Podder12 Big IoT Data Analytics in Fog Computing 279Manash Kumar Mondal, Riman Mandal and Utpal Biswas13 IOT-Based Patient Monitoring System in Real Time 309Suparna Biswas, Tirtha Chakraborty, Souvik Mitra, Shubham Banerjee, Tuhin Sarkar and Sourav Paul14 Fog Computing and Its Emergence with Reference to Applications and Potentialities in Traditional and Digital Educational Systems: A Scientific Review 331P. K. PaulPart III: Security in Fog Computing 35515 Blockchain Security for Fog Computing 357Saiyam Varshney and Gur Mauj Saran Srivastava16 Blockchain Security for Fog Computing and Internet of Things 379Awais Khan Jumani, Waqas Ahmed Siddique, Muhammad Farhan Siddiqui and Kanwal17 Fine-Grained Access Through Attribute-Based Encryption for Fog Computing 405Malabika DasReferences 421Index 425