METHOD AND SYSTEM FOR RELEASING RESOURCES OF HIGH-PERFORMANCE COMPUTATION SYSTEM

According to an aspect of the invention, it is provided a method for releasing resources in a high-performance computer, the high-performance computer comprising at least one node, each node comprising at least one resource and being associated with at least one metric, each metric taking values within a range of values divided into a plurality of sub-ranges of values, the method comprising:- For each node comprising a resource allocated to the job:o For each metric associated with the node:▪ Obtaining a set of samples;▪ Counting, for each sub-range of values the number of samples whose values are comprised within said sub-range of values, in order to obtain a plurality of counted numbers;- Determining, using at least one machine learning model, from the plurality of counted numbers, whether the job is active or inactive;- If the job is determined as inactive, emitting a termination command to terminate the job and release each resource allocated to the job.