The scalarization approach for multi-objective optimization of network resource allocation in distributed systems
Keywords:
distributed system, resource allocation, multi-objective optimizationAbstract
The paper presents a multi-objective optimization framework to the network resource allocation problem, where the aim is to maximize the bitrates of data generated by all agents executed in a distributed system environment. 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. A scalarizing approach has been applied to solve the optimization problem.
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Published
2019-05-06
How to Cite
Wesołowski, Z. (2019). The scalarization approach for multi-objective optimization of network resource allocation in distributed systems. Studia Informatica. System and Information Technology, 20(1-2), 27–37. Retrieved from https://czasopisma.uph.edu.pl/studiainformatica/article/view/189
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