Title :
Network resource allocation in distributed systems: A global optimization framework
Author :
Wesolowski, Zbigniew
Author_Institution :
Inst. of Comput. & Inf. Syst., Mil. Univ. of Technol., Warsaw, Poland
Abstract :
The paper proposes a global optimization approach to the network resource allocation problem, where the objective is to maximize the overall data flow through a shared network. In the proposed approach, the utility functions of agents may have different forms, which allows a more realistic modeling of phenomena occurring in computer networks. To solve the optimization problem, a modified gradient projection method has been applied.
Keywords :
computer networks; optimisation; resource allocation; agent utility function; computer networks; data flow maximization; distributed systems; global optimization framework; modified gradient projection method; network resource allocation; Computational modeling; Computers; Mathematical model; Message passing; Optimization; Programming; Resource management; distributed system; optimization; resource allocation;
Conference_Titel :
Cybernetics (CYBCONF), 2015 IEEE 2nd International Conference on
Conference_Location :
Gdynia
Print_ISBN :
978-1-4799-8320-9
DOI :
10.1109/CYBConf.2015.7175944
