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Jorge Salamero Sanz
@bencerillo @sysdig
The Top 5
Kubernetes Metrics
to Monitor
@bencerillo @sysdig
Scope of monitoring
Monitoring is for Sysadmins or DevOps
APM is for developers only
@bencerillo @sysdig
Scope of monitoring
Monitoring is for Sysadmins or DevOps
APM is for developers only
Developers run and monitor their own services
@bencerillo @sysdig
New layers
Services / containers not coupled with nodes
Understanding Kubernetes metadata is an absolute requirement
How Kubernetes changes monitoring
@bencerillo @sysdig
1. Application
2. Services
3. Kubernetes deployment
4. Kubernetes internals
5. Host / node
The 5 layers to monitor in Kubernetes
@bencerillo @sysdig
• Is your application running properly?
• Service availability, response time, requests (and errors) per second
• HTTP response time:
net.http.request.time > 500ms
1. Application layer
@bencerillo @sysdig
• Are my services in Kubernetes working properly?
• HTTP requests, database connections and replication, threads and connections, middleware:
uwsgi workers, JVM heap, etc
• Connections per second:
[db].net.connections < 2 conn/s
2. Service layer
@bencerillo @sysdig
• Enough pods/containers running for each app?
• Or any at all? Any pods in CrashLoopBackOff?
• The holy check:
kubernetes.replicaSet.replicas.running < kubernetes.replicaSet.replicas.desired
3. Kubernetes infrastructure
@bencerillo @sysdig
• Are Kubernetes internals working?
• Are nodes & etcd running? API? kubelet and Docker? overbooked nodes?
• Do we have enough nodes in the cluster?
kube_node_status_ready > x
Kube_node_spec_unschedulable < y
4. Kubernetes internals
@bencerillo @sysdig
• Are the node resources available?
• Is host up or down/unreachable?
• Disk usage:
fs.used.percent > 90%
5. Host / node
@bencerillo @sysdig
1. Application
2. Services
3. Kubernetes deployment
4. Kubernetes internals
5. Host / node
The 5 layers to monitor in Kubernetes
Thank You!
@bencerillo
@sysdig
sysdig.com | sysdig.org

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The top 5 Kubernetes metrics to monitor

  • 1. Jorge Salamero Sanz @bencerillo @sysdig The Top 5 Kubernetes Metrics to Monitor
  • 2. @bencerillo @sysdig Scope of monitoring Monitoring is for Sysadmins or DevOps APM is for developers only
  • 3. @bencerillo @sysdig Scope of monitoring Monitoring is for Sysadmins or DevOps APM is for developers only Developers run and monitor their own services
  • 4. @bencerillo @sysdig New layers Services / containers not coupled with nodes Understanding Kubernetes metadata is an absolute requirement How Kubernetes changes monitoring
  • 5. @bencerillo @sysdig 1. Application 2. Services 3. Kubernetes deployment 4. Kubernetes internals 5. Host / node The 5 layers to monitor in Kubernetes
  • 6. @bencerillo @sysdig • Is your application running properly? • Service availability, response time, requests (and errors) per second • HTTP response time: net.http.request.time > 500ms 1. Application layer
  • 7. @bencerillo @sysdig • Are my services in Kubernetes working properly? • HTTP requests, database connections and replication, threads and connections, middleware: uwsgi workers, JVM heap, etc • Connections per second: [db].net.connections < 2 conn/s 2. Service layer
  • 8. @bencerillo @sysdig • Enough pods/containers running for each app? • Or any at all? Any pods in CrashLoopBackOff? • The holy check: kubernetes.replicaSet.replicas.running < kubernetes.replicaSet.replicas.desired 3. Kubernetes infrastructure
  • 9. @bencerillo @sysdig • Are Kubernetes internals working? • Are nodes & etcd running? API? kubelet and Docker? overbooked nodes? • Do we have enough nodes in the cluster? kube_node_status_ready > x Kube_node_spec_unschedulable < y 4. Kubernetes internals
  • 10. @bencerillo @sysdig • Are the node resources available? • Is host up or down/unreachable? • Disk usage: fs.used.percent > 90% 5. Host / node
  • 11. @bencerillo @sysdig 1. Application 2. Services 3. Kubernetes deployment 4. Kubernetes internals 5. Host / node The 5 layers to monitor in Kubernetes