Advanced Computing Techniques For Optimization In Cloud
Download Advanced Computing Techniques For Optimization In Cloud full books in PDF, epub, and Kindle. Read online free Advanced Computing Techniques For Optimization In Cloud ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!
Advanced Computing Techniques for Optimization in Cloud
Author | : H S Madhusudhan |
Publisher | : CRC Press |
Total Pages | : 263 |
Release | : 2024-09-11 |
Genre | : Computers |
ISBN | : 1040112641 |
Download Advanced Computing Techniques for Optimization in Cloud Book in PDF, Epub and Kindle
This book focuses on the current trends in research and analysis of virtual machine placement in a cloud data center. It discusses the integration of machine learning models and metaheuristic approaches for placement techniques. Taking into consideration the challenges of energy-efficient resource management in cloud data centers, it emphasizes upon computing resources being suitably utilised to serve application workloads in order to reduce energy utilisation, while maintaining apt performance. This book provides information on fault-tolerant mechanisms in the cloud and provides an outlook on task scheduling techniques. Focuses on virtual machine placement and migration techniques for cloud data centers Presents the role of machine learning and metaheuristic approaches for optimisation in cloud computing services Includes application of placement techniques for quality of service, performance, and reliability improvement Explores data center resource management, load balancing and orchestration using machine learning techniques Analyses dynamic and scalable resource scheduling with a focus on resource management The text is for postgraduate students, professionals, and academic researchers working in the fields of computer science and information technology.
Advanced Computing Techniques for Optimization in Cloud Related Books
Pages: 263
Pages: 443
Pages: 219
Pages: 0
Pages: 468