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.
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.
Pethuru Raj PhD has been working as a 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 foc
uses 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.
Inhaltsangabe
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
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
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