ВЕРОЯТНОСТНЫЙ АНАЛИЗ ПОТОКОВ ЗАДАЧ ВЫСОКОПРОИЗВОДИТЕЛЬНЫХ ВЫЧИСЛЕНИЙ

The application of computing systems with a large number of cores raised a number of problems on rational distribution of tasks to the appropriate computers. The work provides a method of probabilistic computing load analysis for a given data stream. Presents the results of research of characteristics of data streams served by computing systems, through the use of virtualization technologies. The peculiarity of the method is that the data are described as Nonstationary and non-uniform random threads. The analysis of network traffic is carried out. Analyse Assess the impact of options for allocation of hardware resources of a computer system between guest virtual machines as well as machining requirements, system performance. Are experiments on evaluation of characteristics of virtual machine configurations. The analysis of the conditions and factors that have a direct impact on the effectiveness of the operation of a computer system.