Machine Learning and Optimization Models for Optimization in Cloud

ISBN-13: 9781032028200 / Angielski / Twarda / 2022 / 204 str.

Punit Gupta; Mayank Kumar Goyal; Sudeshna Chakraborty

Opis

Cloud computing has been a new trend in problem-solving and providing reliable computing platform for big and high computational tasks. This technique is used for business industries like banking, trading and many e-commerce businesses to accommodate high request rate, high availability for all time without stopping system and system failure.

Spis treści

1. Introduction to Virtualization in Cloud Computing Vijay Kumar Sharma, Arjun Singh, Jaya Krishna R, Amit kumar bairwa, Devesh Kumar Srivastava 2.Machine Learning, Deep Learning Based Optimization in Multilayered Cloud Punit Gupta, Mayank Kumar Goyal 3. Neural Network Based Resource Allocation Model in Multilayered Cloud Rohit Verma, Punit Gupta 4.Consideration For Availability And Reliability In Cloud Computing Dheeraj Rane, Vaishali Chourey, Rohit Verma, Punit Gupta 5.Neural Network and Deep Learning Based Resource Allocation Model For Multilayered Cloud Sanjeet Bhagat, Punit Gupta 6.Machine Learning Based Predictive Model To Improve Cloud Application Performance In Cloud SAAS. Falguni Sharma, Punit Gupta 7.Fault Aware Machine Learning and Deep Learning Based Algorithm For Cloud Architecture. Deepika Agarwal, Sneha Agrawal, Punit Gupta 8.Energy Efficient VM Placement Using Back Propagation Neural Network and Genetic Algorithm Oshin Sharma, Hemraj Saini, Geetanjali Rathee 9. Meta-Heuristic Algorithm for Power Efficiency in Cloud Shally, Sanjay Kumar Sharma, Sunil Kumar 10.Intelligent Scalable Algorithm for Resource Efficiency in Cloud Dr. Arjun Singh, Dr. Punit Gupta, Dr. Vijay Kumar Sharma, Tarun Jain, Surbhi Chauhan