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Observability For
You and Me with
OpenTelemetry
Eric D. Schabell
Director Evangelism
@ericschabell{@fosstodon.org}
14 Nov 2023
KCD Denmark
chronosphere.io
Cloud Native O11y (at scale)
Nuts & Bolts of OpenTelemetry
Getting Your Feet Wet
chronosphere.io
Cloud Native Observability at Scale
chronosphere.io
Cloud Native
chronosphere.io
Data volume
Experiment:
- Hello World app on 4 node
Kubernetes cluster with Tracing,
End User Metrics (EUM), Logs,
Metrics (containers / nodes)
- 30 days == +450 GB
chronosphere.io
Retention
Retention
Retention
Retention
Retention
Retention
Retention
chronosphere.io
Cloud Native at Scale
chronosphere.io
Simple O11y
chronosphere.io
O11y at Scale (over time…)
chronosphere.io
“It’s remarkable how common this
situation is, where an organization
is paying more for their
observability data, than they do
for their production
infrastructure.”
?
chronosphere.io
O11y at Scale (need)
chronosphere.io
Telemetry is automatically collecting, transmitting
and measuring data from remote sources. It
transmits data back to a central location and
analyzes to monitor and control remote systems.
chronosphere.io
Nuts & Bolts of
OpenTelemetry
chronosphere.io
https://opentelemetry.io
chronosphere.io
OpenTelemetry is not an
observability back-end.
chronosphere.io
Traces give us the big picture and understanding
the full path a request takes in your application.
Spans represents a unit of work or operation and
are building blocks of traces.
chronosphere.io
● API - generating & correlating tracing data
● SDK - language specific impl
● Data - OpenTelemetry Protocol (OTLP)
Specification
chronosphere.io
Applications (Java)
OTel Auto Instrumentation (libraries)
OTel API
OTel SDK
OTel Collector
OTLP
OTLP
OTLP
(Auto) instrumentation
chronosphere.io
Host
Observability Backend
(Prometheus, Jaeger, Fluent Bit, etc.),
Applications
OTel Auto Instrumentation
OTel API
OTel SDK
OTel Collector Agent
OTLP
OTLP
OTLP
OTLP
OTLP
Collector (agent)
chronosphere.io
Host
Host
Host
Observability Backend
(Prometheus, Jaeger, Fluent Bit, etc.),
Applications
OTel Auto Instrumentation
OTel API
OTel SDK
OTel Collector Agent
OTLP
OTLP
OTLP
OTLP
Collector (gateway)
OTel Collector Gateway
chronosphere.io
Observability Backend
(Prometheus, Jaeger, Fluent Bit, etc.),
OTel Collector
OTLP
Telemetry
(Spans)
Collector (internals)
Receiver Processor Exporter
chronosphere.io
Spans and Traces
chronosphere.io
Kubernetes Operator
Collector
Auto-instrumentation
Collector
Auto-instrumentation
Collector
Auto-instrumentation
Collector
Auto-instrumentation
chronosphere.io
Getting Your Feet Wet
chronosphere.io
CNCF - cloud-native.slack.com
chronosphere.io
Special Interest Groups
chronosphere.io
CNCF - End User Community
Questions?
Eric D. Schabell
Director Evangelism
@ericschabell{@fosstodon.org}
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