Can I read Machine Learning for Cloud Management on EtoBox?

Machine Learning for Cloud Management by Jitendra Kumar; Ashutosh Kumar Singh; Anand Mohan, (Of Indian Institute of Technology); Rajkumar Buyya is a nonfiction available to read on EtoBox.

What is Machine Learning for Cloud Management about?

Cloud computing offers subscription-based on-demand services, and it has emerged as the backbone of the computing industry. It has enabled us to share resources among multiple users through virtualization, which creates a virtual instance of a computer system running in an abstracted hardware layer. Unlike early distributed computing models, it offers virtually limitless computing resources through its large scale cloud data centers. It has gained wide popularity over the past few years, with an ever-increasing infrastructure, a number of users, and the amount of hosted data. The large and complex workloads hosted on these data centers introduce many challenges, including resource utilization, power consumption, scalability, and operational cost. Therefore, an effective resource management scheme is essential to achieve operational efficiency with improved elasticity. Machine learning enabled solutions are the best fit to address these issues as they can analyze and learn from the data. Moreover, it brings automation to the solutions, which is an essential factor in dealing with large distributed systems in the cloud paradigm.Machine Learning for Cloud Management explores cloud res

Who reads Machine Learning for Cloud Management?

Author

Jitendra Kumar; Ashutosh Kumar Singh; Anand Mohan, (Of Indian Institute of Technology); Rajkumar Buyya

Publisher

Chapman and Hall/CRC

Published

2021

Language

EN

ISBN

9780367626488

Category

nonfiction

Subjects

Computer Science, Language Learning, Mathematics