Maintenance of Sustainable Operation of Pipeline-Parallel Computing Systems in the Cloud Environment

摘要

This paper reviews the model and algorithm for the intelligent scheduling of a pipeline-parallel computing process, which takes into account changes in the resource consumption of computing nodes. The solution is implemented in a virtual cloud environment, which provides security and accessibility of high-performance computing services due to the isolation of physical resources and the monitoring and optimization of their use, as well as the adaptive distribution of computational load.