New Relic, Inc.
AUTOMATION SOLUTIONS FOR EVENT LOGGING AND DEBUGGING ON KUBERNETES

Abstract:

Automation solutions for event logging and debugging on KUBERNETES are disclosed. A method for identifying and clustering events on a distributed application cluster includes providing a distributed agent configured to run on the distributed application cluster, the distributed application cluster including a plurality of nodes, wherein at least one distributed application runs on each node of the plurality of nodes, and providing a plurality of edge modules, each edge module being configured to run on a corresponding node of the plurality of nodes. A plurality of data coresets corresponding to each node of the plurality of nodes are tracked via the plurality of edge modules. A unified data coreset is generated by merging the plurality of data coresets and the unified data coreset is transferred to the distributed agent to train an unsupervised model configured to identify and cluster events across the distributed application cluster.