公开(公告)号：US20230195528A1

公开(公告)日：2023-06-22

申请号：US17556096

申请日：2021-12-20

Applicant: Intel Corporation

Inventor： Farah E. FARGO ,  Lucienne OLSON ,  Rita H. WOUHAYBI ,  Patricia M. MWOVE ,  Lidia WARNES ,  Aline C. KENFACK SADATE

IPC: G06F9/50 ,  G06N20/00

CPC classification number: G06F9/505 ,  G06N20/00

Abstract: A workload orchestrator in a disaggregated computing system manages Infrastructure Processing Units (IPUs) in a bidirectional way to provide redundancy and optimal resource configurations. Light-weight machine learning capabilities are used by the IPUs and the workload orchestrator to profile workloads, specify a redundancy level for each workload phase and predict a configuration that can provide optimal performance and security for the disaggregated computing system.