International Journal of Advanced Computer Science and Applications, Год журнала: 2024, Номер 15(7)

Опубликована: Янв. 1, 2024

In recent years, IT managers of large enterprises and stakeholders have turned to cloud computing due the benefits reduced maintenance costs security concerns, as well access high-performance hardware software resources. The two main challenges that need be considered in terms importance are ensuring everyone has services finding efficient allocation options. First, especially with services, it is very difficult predict every service may needed. second challenge select best independent among different providers features related application reliability. This paper presents a framework uses particle swarm optimization technique optimize reliability parameters distributed systems applications. proposed strategy seeks program high degree competence. Although this method does not provide an exact solution, algorithm reaches result close solution reduces time required adjust results work been compared genetic shown PSO shorter response than both PSO. Also, shows strong stability ensures obtained from approach will optimal solution.

Язык: Английский