Title :
Two-stage optimization of resource allocation for hybrid cloud data store
Author :
Kuchuk, G. ; Nechausov, S. ; Kharchenko, V.
Author_Institution :
Nat. Aerosp. Univ. KhAI, Kharkiv, Ukraine
Abstract :
Two-stage approach to provide optimal allocation of cloud system resources considered. At the first stage the process of the set of transactions distribution was analyzed, it also was decomposed on two levels: "custom units and switching systems" and "hybrid cloud data storage." At the second stage of optimization process, the resources that are provided by Cloud-system are allocated with multiphase transactions processing directly on the server system. Formulated appropriate optimization problems of mathematical programming, the ways of their solving are given. The example of the task solution with application of proposed method is offered.
Keywords :
cloud computing; mathematical programming; resource allocation; custom units; hybrid cloud data store; mathematical programming; optimal resource allocation; switching systems; two-stage optimization approach; Conferences; Decision support systems; Optimization; Resource management; Cloud-system; cloud technologies; data warehouse; hybridity;
Conference_Titel :
Information and Digital Technologies (IDT), 2015 International Conference on
Conference_Location :
Zilina
DOI :
10.1109/DT.2015.7222982