Cisco Technology, Inc.

Athena Wong

Antonio Nucci

Alexander Sasha Stojanovic

Alex Van Truong

Ahmed Khattab

Samudra Harapan Bekti

Prasad Potipireddi

Dragan Milosavljevic

Ping Pamela Tang

John Oberon

Systems, methods, and computer-readable media for identifying an optimal cluster configuration for performing a job in a remote cluster computing system. In some examples, one or more applications and a sample of a production load as part of a job for a remote cluster computing system is received. Different clusters of nodes are instantiated in the remote cluster computing system to form different cluster configurations. Multi-Linear regression models segmented into different load regions are trained by running at least a portion of the sample on the instantiated different clusters of nodes. Expected completion times of the production load across varying cluster configurations are identified using the multi-linear regression models. An optimal cluster configuration of the varying cluster configurations is determined for the job based on the identified expected completion times.

Cost-optimal cluster configuration analytics package

Growing community of inventors

Cupertino, CA, United States of America

Athena Wong