Stochastic Modeling, Optimization and Data-driven Adaptive Control with Applications in Cloud Computing and Cyber Security PDF Download

Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Stochastic Modeling, Optimization and Data-driven Adaptive Control with Applications in Cloud Computing and Cyber Security PDF full book. Access full book title Stochastic Modeling, Optimization and Data-driven Adaptive Control with Applications in Cloud Computing and Cyber Security by Yue Tan. Download full books in PDF and EPUB format.

Stochastic Modeling, Optimization and Data-driven Adaptive Control with Applications in Cloud Computing and Cyber Security

Stochastic Modeling, Optimization and Data-driven Adaptive Control with Applications in Cloud Computing and Cyber Security PDF Author: Yue Tan
Publisher:
ISBN:
Category :
Languages : en
Pages :

Get Book Here

Book Description
Big Data has flown into every sector of the global economy ranging from social networks to online business to finance to medicine. With the rapid growth of data in many applications in the society, operations research (OR) professionals must shift to a broader view of developing analytical solutions characterized by the integrated use of data, processes and systems. Classical stochastic modeling, although proved to be useful in many traditional application areas (e.g. call centers, manufacturing systems), few works have been done in new applications arising from big data. Existing methods are lack of integration between data and modeling, recent development in adaptive control fails to address these new applications. In this dissertation, we aim to fill these gaps by developing new stochastic modeling, optimization and data-driven adaptive control approaches for managerial problems such as the resource provisioning of cloud computing and password management in cyber security systems.