Methodology for increasing the efficiency of managing resource-intensive tasks in distributed computing systems

Abstract

Methodology for increasing the efficiency of managing resource-intensive tasks in distributed computing systems

Aung Kyaw Myo, Anisimov A.A., Portnov E.M., Gagarina L.G.

Incoming article date: 18.01.2020

Currently, the problem of increasing the efficiency of managing resource-intensive tasks in distributed computing systems is quite acute. Analysis of existing task dispatching algorithms for traditional computing systems showed the limitations of using these methods in heterogeneous systems, as a result of which significant delays can occur between task switching.A functional mathematical model for estimating the workload of distributed computing systems is proposed, based on determining the probability of downtime of the processing center as a criterion for assessing the system load. Using this model will provide increased efficiency in managing resource-intensive tasks in distributed computing systems.

Keywords: mathematical model, distributed computing system, processing center, loading