
Автор: Sarvesh Pandey, Udai Shanker, Vijayalakshmi Saravanan, Rajinikumar Ramalingam
Издательство: Springer
Год: 2023
Страниц: 339
Язык: английский
Формат: pdf (true), epub
Размер: 38.7 MB
Data analytics and Machine Learning technologies, particularly in a decentralized scenario, are offering cost-effective solutions for many real-life problems. Recent developments in computer technology have led to increased research interests in the field of modern data-intensive distributed computing systems. This book discusses the application of data systems and data-driven infrastructure in existing industrial systems in order to optimize workflow, utilize hidden potential, and make existing systems free from vulnerabilities. The book discusses application of data in the health sector, public transportation, the financial institutions, etc. Topics include real-time applications in the current Big Data perspective; improving security in IoT devices; data backup techniques for systems; artificial intelligence-based outlier prediction; Machine Learning in OpenFlow Network; and application of Deep Learning in blockchain enabled applications. This book is intended for a variety of readers from professional industries, organizations, and students.