Edge/Fog Computing Paradigm: The Concept, Platforms and Applications.

Erscheinungsjahr 2022
ISBN: 978-0-12-824506-4
Verlag: William Andrew Publishing

Buch, Englisch, 560 Seiten, Format (B × H): 152 mm x 229 mm, Gewicht: 1040 g

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.

Zielgruppe

<p>Researchers in high performance computer areas, hardware manufacturers, educational programs in physics and scientific computation and in computer science</p>

Autoren/Hrsg.

Weitere Mitwirkende

Raj, Pethuru

Saini, Kavita

Surianarayanan, Chellammal

Fachgebiete

• Mathematik | Informatik Mathematik Mathematik Allgemein
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Software Engineering

Inhaltsverzeichnis

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

Über Autor(innen)

Saini, Kavita
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.

Raj, Pethuru
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.

Surianarayanan, Chellammal
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.