
Edge/Fog Computing Paradigm: The Concept, Platforms and Applications.: Volume 127
Academic Press
Published on 26. April 2022
Book
Hardback
560 pages
978-0-12-824506-4 (ISBN)
Description
Advances in Computers, Volume 127 presents innovations in computer hardware, software, theory, design and applications, with this updated volume including new chapters on Edge AI, Edge Computing, Edge Analytics, Edge Data Analytics, Edge Native Applications, Edge Platforms, Edge Computing, IoT, Internet of Things, etc.
More details
Series
Language
English
Place of publication
San Diego
United States
Publishing group
Elsevier Science Publishing Co Inc
Target group
Professional and scholarly
Researchers in high performance computer areas, hardware manufacturers, educational programs in physics and scientific computation and in computer science
Dimensions
Height: 229 mm
Width: 152 mm
Weight
1040 gr
ISBN-13
978-0-12-824506-4 (9780128245064)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions

E-Book
04/2022
Academic Press
€130.00
Available for download
Persons
Pethuru Raj PhD works as chief architect and vice president of site reliability engineering (SRE) division of Reliance Jio Infocomm. Ltd. Bangalore. Previously he worked as a cloud infrastructure architect in the IBM Global Cloud Center of Excellence (CoE), Bangalore. He worked as a TOGAF-certified enterprise architecture (EA) consultant in Wipro Consulting Services (WCS) Division and as a lead architect in the corporate research (CR) division of Robert Bosch, India. He has gained more than 18 years of IT industry experience.
He finished the CSIR-sponsored PhD degree in Anna University, Chennai and continued the UGC-sponsored postdoctoral research in the department of Computer Science and Automation, Indian Institute of Science, Bangalore. Thereafter, he was granted a couple of international research fellowships (JSPS and JST) to work as a research scientist for 3.5 years in two leading Japanese universities. He has authored and edited 18 books thus far and he focuses on some of the emerging technologies such as Containerized Clouds; Big, Fast, and Streaming Data Analytics; Microservices architecture (MSA); Machine and Deep Learning Algorithms; Blockchain Technology; The Internet of Things; and Edge Computing. He has published more than 30 research papers in peer-reviewed journals such as IEEE, ACM, Springer-Verlag, Inderscience, etc. Prof. Kavita Saini is an Experienced Program Chair with a demonstrated history of working in the higher education industry. She is skilled in Blockchain, Data Structure , Database management System, E-Learning,C and C++, and Editing. She is a strong engineering professional with a Doctor of Philosophy - PhD focused in Computer Science from Banasthali Vidyapeeth . Prof. Chellammal Surianarayanan is currently serving as Assistant Professor in the Department of Computer Science, Bharathidasan University Constituent Arts & Science. She is a competent professional having 21 years of total experience, with 12 years of experience in Research & Development and 9 years of experience as academician. She has served for India Comnet International Chennai (Tellabs USA Client) and at Indira Gandhi Centre for Atomic Research (IGCAR), Department of Atomic Energy Government of India as Scientific Officer/E. With the work experience, she has gained expertise in development of specific need based embedded systems, semantic web services, data minging, big data.
He finished the CSIR-sponsored PhD degree in Anna University, Chennai and continued the UGC-sponsored postdoctoral research in the department of Computer Science and Automation, Indian Institute of Science, Bangalore. Thereafter, he was granted a couple of international research fellowships (JSPS and JST) to work as a research scientist for 3.5 years in two leading Japanese universities. He has authored and edited 18 books thus far and he focuses on some of the emerging technologies such as Containerized Clouds; Big, Fast, and Streaming Data Analytics; Microservices architecture (MSA); Machine and Deep Learning Algorithms; Blockchain Technology; The Internet of Things; and Edge Computing. He has published more than 30 research papers in peer-reviewed journals such as IEEE, ACM, Springer-Verlag, Inderscience, etc. Prof. Kavita Saini is an Experienced Program Chair with a demonstrated history of working in the higher education industry. She is skilled in Blockchain, Data Structure , Database management System, E-Learning,C and C++, and Editing. She is a strong engineering professional with a Doctor of Philosophy - PhD focused in Computer Science from Banasthali Vidyapeeth . Prof. Chellammal Surianarayanan is currently serving as Assistant Professor in the Department of Computer Science, Bharathidasan University Constituent Arts & Science. She is a competent professional having 21 years of total experience, with 12 years of experience in Research & Development and 9 years of experience as academician. She has served for India Comnet International Chennai (Tellabs USA Client) and at Indira Gandhi Centre for Atomic Research (IGCAR), Department of Atomic Energy Government of India as Scientific Officer/E. With the work experience, she has gained expertise in development of specific need based embedded systems, semantic web services, data minging, big data.
Volume editor
Reliance Jio Platforms Ltd.. (RJIL), Bangalore, India
Associate Professor, Galgotias University, Greater Noida, Gautam buddh Nagar, Uttar Pradesh, India
Assistant Professor in Computer Science, Bharathidasan University Constituent Arts and Science College, India
Content
Preface
Pethuru Raj Chelliah Sr., Kavita Saini and Chellammal Surianarayanan
1. Exploring the Edge AI Space: The Industry Use Cases
Pethuru Raj Chelliah Sr. and Jenn-Wei Lin
2. Edge Computing Types & Attributes
Sunku Ranganath
3. Industry Initiatives Across Edge Computing
Sunku Ranganath
4. IoT-Edge Analytics for BACON Assisted Multivariate Health Data Anomaly
Partha Pratim Ray and Dinesh Dash
5. The Edge AI Paradigm: The Technologies, Platforms and Use Cases
Pethuru Raj Chelliah Sr., J Akilandeswari and M Marimuthu
6. Microservices approach to edge-native applications?
Chellammal Surianarayanan
7. Edge Data Analytics Technologies and Tools
N Jayashree
8. Edge Platforms, Frameworks and Applications
Kavita Saini
9. Edge computing challenges and concerns
Kavita Saini
10. Smart Supportable Framework- by Internet of Things (IoT) and machine learning for future agriculture
Veeramuthu Venkatesh
11. 5G Communication for Edge Applications
Sumathi D
12. The Future of Edge Computing
Swaroop Sonone, Mahipal Singh Sankhla, Kavita Saini, Swapnali Jadhav and Varad Nagar
13. Edge Computing Security: Layered Classification of Attacks and Possible Countermeasures
G Nagarajan, Serin V. Simpson and R I. Minu
14. The Blockchain Technology for IoT Edge Devices and Data Security
Anuradha M P
15. EDGE/FOG computing paradigm: the concept, platforms and Toolchains
N. Krishnaraj, Kavita Saini, A Daniel and Kiranmai Bellam
16. Artificial Intelligence on Edge Devices
Anubhav Singh, Mahipal Singh Sankhla, Kavita Saini, Varad Nagar, Rushikesh Chopade, Vinay Aseri and Pritam P. Pandit
17. 5G - Communication in HealthCare Application
R satheeshkumar
18. Collaborating Fog/Edge Computing with Industry 4.0 - Architecture, Challenges and Benefits
Arul Treesa Mathew
19. The Integration of Blockchain and IoT Edge Devices for Smart Agriculture: The Challenges and Use Cases
Swati Nigam
Pethuru Raj Chelliah Sr., Kavita Saini and Chellammal Surianarayanan
1. Exploring the Edge AI Space: The Industry Use Cases
Pethuru Raj Chelliah Sr. and Jenn-Wei Lin
2. Edge Computing Types & Attributes
Sunku Ranganath
3. Industry Initiatives Across Edge Computing
Sunku Ranganath
4. IoT-Edge Analytics for BACON Assisted Multivariate Health Data Anomaly
Partha Pratim Ray and Dinesh Dash
5. The Edge AI Paradigm: The Technologies, Platforms and Use Cases
Pethuru Raj Chelliah Sr., J Akilandeswari and M Marimuthu
6. Microservices approach to edge-native applications?
Chellammal Surianarayanan
7. Edge Data Analytics Technologies and Tools
N Jayashree
8. Edge Platforms, Frameworks and Applications
Kavita Saini
9. Edge computing challenges and concerns
Kavita Saini
10. Smart Supportable Framework- by Internet of Things (IoT) and machine learning for future agriculture
Veeramuthu Venkatesh
11. 5G Communication for Edge Applications
Sumathi D
12. The Future of Edge Computing
Swaroop Sonone, Mahipal Singh Sankhla, Kavita Saini, Swapnali Jadhav and Varad Nagar
13. Edge Computing Security: Layered Classification of Attacks and Possible Countermeasures
G Nagarajan, Serin V. Simpson and R I. Minu
14. The Blockchain Technology for IoT Edge Devices and Data Security
Anuradha M P
15. EDGE/FOG computing paradigm: the concept, platforms and Toolchains
N. Krishnaraj, Kavita Saini, A Daniel and Kiranmai Bellam
16. Artificial Intelligence on Edge Devices
Anubhav Singh, Mahipal Singh Sankhla, Kavita Saini, Varad Nagar, Rushikesh Chopade, Vinay Aseri and Pritam P. Pandit
17. 5G - Communication in HealthCare Application
R satheeshkumar
18. Collaborating Fog/Edge Computing with Industry 4.0 - Architecture, Challenges and Benefits
Arul Treesa Mathew
19. The Integration of Blockchain and IoT Edge Devices for Smart Agriculture: The Challenges and Use Cases
Swati Nigam