Spark Monitoring

Spark Application/Jobs

• Logs
• Spark UI

JVM

• JMap
• JStack
• JStat
• JVisualVM

OS/Machine

• DStat
• IOStat
• IOTop

Cluster

• Ganglia
• Prometheus