SlideShare a Scribd company logo
chronosphere.io
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 complexity
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
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
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
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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