1st Edition

Machine Learning for Edge Computing Frameworks, Patterns and Best Practices

200 Pages 36 B/W Illustrations
by CRC Press

200 Pages 36 B/W Illustrations
by CRC Press

200 Pages 36 B/W Illustrations
by CRC Press

This book divides edge intelligence into AI for edge (intelligence-enabled edge computing) and AI on edge (artificial intelligence on edge). It focuses on providing optimal solutions to the key concerns in edge computing through effective AI technologies, and it discusses how to build AI models, i.e., model training and inference, on edge. This book provides insights into this new... Read more

1. Fog Computing And Its Security Challenges
Kamali Gupta, Deepali Gupta, Vinay Kukreja, Vipul Kaushik
2. Machine Learning for Edge Computing: Frameworks, Patterns and Best Practices
Veerpal Kaur, Rajpal Kaur
3. Tea Vending Machine from extracts of Natural Tea leaves and other ingredients: IoT and Artificial Intelligence Enabled
Neha Sharma, Ram Kumar Ketti Ramachandran, Huma Naz, Rishabh Sharma 
4. Recent Trends in OCR Systems: A Review
Aditi Moudgil, Saravjeet Singh, Vinay Gautam
5. A Novel Approach for Data Security using DNA Cryptography with Artificial Bee Colony Algorithm in Cloud Computing
Manisha Rani, Madhvi Popli, Gagandeep
6. Various Techniques for Consensus Mechanism in Blockchain
Shivani Wadhwa, Gagandeep
7. IoT inspired Smart Healthcare Service for diagnosing remote patients with Diabetes
Huma Naz, Rishabh Sharma, Neha Sharma, Sachin Ahuja
8. Segmentation of Deep Learning Models
Prabhjot Kaur, Anand Muni Mishra
9. Alzheimer’s disease Classification
M. Sethi, S. Ahuja, V. Kukreja
10. Deep learning applications on Edge computing
Naresh Kumar Trivedi, Abhineet Anand, Umesh Kumar Lilhore, Kalpna Guleria
11. Designing an Efficient Network based Intrusion Detection System using Artificial Bee Colony and ADASYN oversampling approach
Manisha Rani, Gunreet Kaur, Gagandeep

Biography

Amitoj Singh is working as Assistant Professor in the department of Computational Sciences, MRSPTU, Bathinda, Punjab, India.

Vinay Kukreja is working as an Associate professor at Chitkara University, Punjab, India.

Taghi Javdani Gandomani is an Assistant Professor at Shahrekord University, Shahrekord, Iran.