Computing Technologies and Applications: Paving Path Towards Society 5.0

ISBN-13: 9780367763701 / Angielski / Twarda / 2021 / 342 str.

Latesh Malik; Sandhya Arora; Urmila Shrawankar

Opis

The book focuses on suggesting software solutions for supporting societal issues such as health care, learning and monitoring mythology for disables and also technical solutions for better living. It also has the high potential to be used as recommended textbook for research scholars and post-graduate programs.

Spis treści

Section 1. Cloud Computing 1. Cloud Management and Operations 2. Real Time Edge Computing 3. Fog Computing: Architecture, Issues, Challenges, Applications and Case Study 4. Mobile Web Service Architecture in Cloud Environment Section 2. Internet of Things 5. Internet of Things: essential IoT business guide with Different Case studies 6. Research issues in IOT 7. Intrusion Detection Systems for Internet of Things: Techniques, Datasets and Challenges 8. Case study of Smart Farming using IoT Section 3. Data Science, Deep Learning and Machine Learning 9. Stochastic Computing for Deep Neural Network 10. Convolution Neural Network and its Advances: Overview and Applications 11. Convolutional Neural Network: A Systematic Review and its Application using Keras 12. Big data Analytics: Applications, issues and challenges 13. AR Powered Computer Science Education 14. Information Technology for Decision Support in College Degree Planning 15. Attention-Based Image Captioning and Evalution Methods 16. Smart vehicle monitoring and control using Arduino and Machine Learning: A case Study 17. Deep Learning approach to Pedestrian Detection: An Evaluation of the State of the Art 18. Crop Yield Forecast Using Hybrid Framework Of Deep CNN With RNN Technique