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Elastic APM
Amping up your logs and metrics for the full picture
Mikkel Kidmose
Senior Solutions Architect
2
APM helps organizations monitor their
application layer of the stack by
providing detailed performance insights
that help drive MTTR towards zero
“
Application performance
monitoring
Resolve problems faster
•End-to-end app and service
monitoring
•Machine learning & distributed
profiling
•Root cause analysis
•Easy and flexible deployment
Application Key Performance Indicators
Bird’s-eye view of all your services
Optimize service for the business
• Availability monitoring
• Key performance indicators - latency,
load, errors
• Real users, front-end services,
back-end services, microservices
• Broad language and framework
support
End-to-end app and
service monitoring
Service Maps
Dependency map of all your services
Machine learning
One-click integrations with machine learning from APM
• Ability to create response time
based ML jobs from APM
‒ Profiles response time to
calculate anomalies
‒ Takes into account
seasonality
Intelligent service maps
Machine learning integrated health indicators on maps
Machine learning &
distributed profiling
Reduce MTTI / MTTR
• Integrated machine learning /
anomaly detection
• Automatic dependency mapping
• Service map intelligence
Distributed Tracing
With support for open standards like OpenTelemetry, OpenTracing, and Jaeger
Unified observability
Correlate trace data with logs and metrics data in context
Context aware real-time search
Quickly tie data streams together for answers
Root cause analysis
in context
Solve problems faster
• Distributed traces for application
debugging
– Open standards support
• Unified observability
– Metrics and logs in context
– Diagnose infrastructure and/or
application problems quickly
• Powerful search to find ‘needles in
the haystack’
Same response, different experience
What happens in the browser
Catch issues before the user
Synthetic monitoring
Integrations
Integrate into existing
workflows
DevOps collaboration
Correlate the performance impact with code
deploys with deployment annotation
Embed into ITSM process
Streamline investigation and remediation by
integrating into incident management processes
Integrate into existing
workflows
DevOps collaboration
Correlate the performance impact with code
deploys with deployment annotation
Embed into ITSM process
Streamline investigation and remediation by
integrating into incident management processes
Flexible
deployment choices
Flexible deployment options
On-premises, cloud, cloud native, multi-cloud
Deploy instantly on AWS,
Azure or Google Cloud
Install a single package
Elastic Cloud Elastic Cloud on
Kubernetes
Elastic Cloud
Enterprise
Centrally manage multiple
deployments on your infra
Self-Managed
Flexible agent deployment
How it works & how to find info
• Native libraries for 7 different
languages
‒ Extensive instrumentation
support across the different
ecosystems inclusive of full stack
technologies (front end to the
back end)
• Support for OpenTracing, Jaeger and
OpenTelemetry
DevOps collaboration
• Track the performance of
applications with code deploys
• Annotations on all APM charts
available to quickly spot performance
changes post a new deployment
• Search filtering out versions
Tie performance issues to deployments
ITSM collaboration
Integrate into existing incident management processes
Get started with Elastic APM
1. Deploy Elastic APM Server
2. Install agents and instrument apps
3. Point agent to the server endpoint
4. Happy monitoring!
APM Agent
Application library
APM Agent
Application library
EDGE MACHINES ELASTIC APM DEPLOYMENT
Kibana APM UI
Monitor every app —
from dev to prod
Don’t wait to buy to prove value
Start and expand with the forever free (and open)
tier, and validate value — when budgets are tight
Scale and evolve, without exploding
costs
Control spend without compromising visibility
PAID
APM agents
APM UI
Distributed tracing
Logs & metrics links
Alerting
Machine learning
Service maps
FREE & OPEN
Jaeger / OpenTelemetry
Monitor every app —
from dev to prod
Don’t wait to buy to prove value
Start and expand with the forever free (and open)
tier, and validate value — when budgets are tight
Scale and evolve, without exploding
costs
Control spend without compromising visibility
hosts
agents
functions
users
metrics
….
No pricing per
Our resource-based pricing is based only
on the underlying infrastructure
resources used by any given deployment
— across all data types and use cases.
containers
uptime checks
Thank you!
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Elastic APM: Amping up your logs and metrics for the full picture

  • 1. Elastic APM Amping up your logs and metrics for the full picture Mikkel Kidmose Senior Solutions Architect
  • 2. 2 APM helps organizations monitor their application layer of the stack by providing detailed performance insights that help drive MTTR towards zero “
  • 3. Application performance monitoring Resolve problems faster •End-to-end app and service monitoring •Machine learning & distributed profiling •Root cause analysis •Easy and flexible deployment
  • 4. Application Key Performance Indicators Bird’s-eye view of all your services
  • 5. Optimize service for the business • Availability monitoring • Key performance indicators - latency, load, errors • Real users, front-end services, back-end services, microservices • Broad language and framework support End-to-end app and service monitoring
  • 6. Service Maps Dependency map of all your services
  • 7. Machine learning One-click integrations with machine learning from APM • Ability to create response time based ML jobs from APM ‒ Profiles response time to calculate anomalies ‒ Takes into account seasonality
  • 8. Intelligent service maps Machine learning integrated health indicators on maps
  • 9. Machine learning & distributed profiling Reduce MTTI / MTTR • Integrated machine learning / anomaly detection • Automatic dependency mapping • Service map intelligence
  • 10. Distributed Tracing With support for open standards like OpenTelemetry, OpenTracing, and Jaeger
  • 11. Unified observability Correlate trace data with logs and metrics data in context
  • 12. Context aware real-time search Quickly tie data streams together for answers
  • 13. Root cause analysis in context Solve problems faster • Distributed traces for application debugging – Open standards support • Unified observability – Metrics and logs in context – Diagnose infrastructure and/or application problems quickly • Powerful search to find ‘needles in the haystack’
  • 14. Same response, different experience What happens in the browser
  • 15. Catch issues before the user Synthetic monitoring
  • 17. Integrate into existing workflows DevOps collaboration Correlate the performance impact with code deploys with deployment annotation Embed into ITSM process Streamline investigation and remediation by integrating into incident management processes
  • 18. Integrate into existing workflows DevOps collaboration Correlate the performance impact with code deploys with deployment annotation Embed into ITSM process Streamline investigation and remediation by integrating into incident management processes
  • 20. Flexible deployment options On-premises, cloud, cloud native, multi-cloud Deploy instantly on AWS, Azure or Google Cloud Install a single package Elastic Cloud Elastic Cloud on Kubernetes Elastic Cloud Enterprise Centrally manage multiple deployments on your infra Self-Managed
  • 21. Flexible agent deployment How it works & how to find info • Native libraries for 7 different languages ‒ Extensive instrumentation support across the different ecosystems inclusive of full stack technologies (front end to the back end) • Support for OpenTracing, Jaeger and OpenTelemetry
  • 22. DevOps collaboration • Track the performance of applications with code deploys • Annotations on all APM charts available to quickly spot performance changes post a new deployment • Search filtering out versions Tie performance issues to deployments
  • 23. ITSM collaboration Integrate into existing incident management processes
  • 24. Get started with Elastic APM 1. Deploy Elastic APM Server 2. Install agents and instrument apps 3. Point agent to the server endpoint 4. Happy monitoring! APM Agent Application library APM Agent Application library EDGE MACHINES ELASTIC APM DEPLOYMENT Kibana APM UI
  • 25. Monitor every app — from dev to prod Don’t wait to buy to prove value Start and expand with the forever free (and open) tier, and validate value — when budgets are tight Scale and evolve, without exploding costs Control spend without compromising visibility PAID APM agents APM UI Distributed tracing Logs & metrics links Alerting Machine learning Service maps FREE & OPEN Jaeger / OpenTelemetry
  • 26. Monitor every app — from dev to prod Don’t wait to buy to prove value Start and expand with the forever free (and open) tier, and validate value — when budgets are tight Scale and evolve, without exploding costs Control spend without compromising visibility hosts agents functions users metrics …. No pricing per Our resource-based pricing is based only on the underlying infrastructure resources used by any given deployment — across all data types and use cases. containers uptime checks