Drain pattern reference and implementation

hermes-drain-skillskillsetup L20
nnemirovsky/peerbus
What it does

Extract structured patterns from log streams via Hermes DRAIN algorithm

Best for

clustering and deduplicating high-volume logs

Inputs
  • · log stream file
  • · template parameters
Outputs
  • · deduplicated log clusters
  • · pattern anomalies
Preconditions

Log stream file in accessible location

Failure modes
  • · Template explosion on varied logs
  • · Rare patterns misclassified
Trust signals
  • · DRAIN algorithm reference
  • · Template clustering reduces storage