Maksym Bukasov
Technical Transactions, Electronical Engineering Issue 3-E 2016, 2016, pp. 229-235
https://doi.org/10.4467/2353737XCT.16.279.6078The paper summarizes models and methods of data center resource management for SaaS. An approach for the allocation of computing resources for single-tenant SaaS was proposed. Different cases of this problem for excess and lack of computing resources were considered. Those problems belong to the classes of linear and nonlinear Boolean programming. In order to solve the mentioned problems, heuristic and genetic algorithms have been proposed. A comparison of their effectiveness was made.
Maksym Bukasov
Technical Transactions, Automatic Control Issue 4-AC (12) 2013, 2013, pp. 41-52
https://doi.org/10.4467/2353737XCT.14.046.3954The paper summarizes models and methods of data center resource management for VPS hosting. The approach for the allocation of computing resources in the form of particles of a predetermined size (virtual nodes) was proposed. Different cases of this problem for both an excess and a lack of computing resources were considered. These problems belong to the classes of linear and nonlinear Boolean programming. To solve the mentioned problems, heuristic and guided genetic algorithms have been proposed. A comparison of their effectiveness was carried out.