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chronosphere.io
chronosphere.io
Choose Your Own Adventure
Eric D. Schabell
Director Evangelism
@ericschabell{@fosstodon.org}
Cloud Native Observability Pitfalls
chronosphere.io
Cloud Native Observability
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
chronosphere.io
Cloud Native at Scale
chronosphere.io
Observability…
chronosphere.io
Cloud Native Observability
at Scale
chronosphere.io
O11y at Scale (need)
chronosphere.io
Picking Your Pitfalls
1. Ignoring existing landscape
2. Focusing on The Pillars
3. Sneaky sprawling mess
4. Controlling costs
5. The protocol jungle
6. Underestimating cardinality
(Click on a pitfall to jump to that section)
chronosphere.io
1. Ignoring existing
landscape
chronosphere.io
If they can’t
see me…
they can’t
hurt me...
chronosphere.io
chronosphere.io
Prometheus for metrics, alerting, queries
chronosphere.io
Prometheus auto discovery
chronosphere.io
Manual instrumentation (java client lib)
chronosphere.io
Short link: bit.ly/prom-
workshop
chronosphere.io
Applications (Java)
OTel Auto Instrumentation (libraries)
OTel API
OTel SDK
OTel Collector
OTLP
OTLP
OTLP
OpenTelemetry (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
OpenTelemetry 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
Short link: bit.ly/opentelemetry-
workshop
chronosphere.io
1. Ignoring existing landscape
2. Focusing on The Pillars
3. Sneaky sprawling mess
4. Controlling costs
5. The protocol jungle
6. Underestimating cardinality
(Click on a pitfall to jump to that section, or jump to end)
Picking Your Next Pitfall
chronosphere.io
2. Focusing on The Pillars
chronosphere.io
Pillars Phases
chronosphere.io
Developer
Technology
Bottom up
chronosphere.io
Pillar problems…
chronosphere.io
Car is on fire…
chronosphere.io
Better outcomes…
Faster remediation…
Easier detection…
Happier customers…
chronosphere.io
Phase 1
Know something is
happening as fast
as possible…
chronosphere.io
Phase 2
Triage with specific
information…
chronosphere.io
Phase 3
Understand to
ensure never
happens again…
chronosphere.io
chronosphere.io
chronosphere.io
1. Ignoring existing landscape
2. Focusing on The Pillars
3. Sneaky sprawling mess
4. Controlling costs
5. The protocol jungle
6. Underestimating cardinality
(Click on a pitfall to jump to that section, or jump to end)
Picking Your Next Pitfall
chronosphere.io
3. Sneaky sprawling mess
chronosphere.io
Over 66% of organizations
use more than 10 different
observability tools
– ESG report over exploding data volumes
chronosphere.io
chronosphere.io
Know
Triage
Understand
chronosphere.io
chronosphere.io
1. Ignoring existing landscape
2. Focusing on The Pillars
3. Sneaky sprawling mess
4. Controlling costs
5. The protocol jungle
6. Underestimating cardinality
(Click on a pitfall to jump to that section, or jump to end)
Picking Your Next Pitfall
chronosphere.io
4. Controlling costs
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 data storage costs
are broken.
Keeping everything
model?
chronosphere.io
Know the cost of
observability
metrics data?
chronosphere.io
DATA
COLLECTION
CONTROL PLANE
PURPOSE-BUILT DATA STORES
PER TELEMETRY TYPE
CHRONOSPHERE LENS
Align cost to value Single Tenanted Architecture w/
99.99% Reliability
Turns raw data into generated
insights for each user
Customer Environment Chronosphere SaaS Platform
METRICS
|
LOGS
|
TRACES
|
EVENTS
Ingest all your data from
any source
chronosphere.io
chronosphere.io
1. Ignoring existing landscape
2. Focusing on The Pillars
3. Sneaky sprawling mess
4. Controlling costs
5. The protocol jungle
6. Underestimating cardinality
(Click on a pitfall to jump to that section, or jump to end)
Picking Your Next Pitfall
chronosphere.io
5. The protocol jungle
chronosphere.io
Without open standards,
you’ll not find a way back…
chronosphere.io
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
OpenTelemetry Collector (agent)
chronosphere.io
Prometheus for metrics, alerting, queries
chronosphere.io
1. Ignoring existing landscape
2. Focusing on The Pillars
3. Sneaky sprawling mess
4. Controlling costs
5. The protocol jungle
6. Underestimating cardinality
(Click on a pitfall to jump to that section, or jump to end)
Picking Your Next Pitfall
chronosphere.io
6. Underestimating cardinality
chronosphere.io
The struggle is real
“I don't yet collect spans/traces because I can hardly get our devs to care about basic metrics, let alone
traces.”
“This is a large enterprise with approx. 1000 developers. Cultivating a culture of engineering that cares
about availability is a challenge that we need to solve alongside any technical implementations.”
chronosphere.io
10 hours
on average, per week,
trying to triage and
understand incidents -
a quarter of a
40 hour work week
chronosphere.io
33%
said those issues
disrupted their
personal life
39%
admitting they are
frequently
stressed out
chronosphere.io
Cloud Native
Observability
at Scale
chronosphere.io
DATA
COLLECTION
CONTROL PLANE
PURPOSE-BUILT DATA STORES
PER TELEMETRY TYPE
CHRONOSPHERE LENS
Align cost to value Single Tenanted Architecture w/
99.99% Reliability
Turns raw data into generated
insights for each user
Customer Environment Chronosphere SaaS Platform
METRICS
|
LOGS
|
TRACES
|
EVENTS
Ingest all your data from
any source
chronosphere.io
1. Ignoring existing landscape
2. Focusing on The Pillars
3. Sneaky sprawling mess
4. Controlling costs
5. The protocol jungle
6. Underestimating cardinality
(Click on a pitfall to jump to that section, or jump to end)
Picking Your Next Pitfall
chronosphere.io
What should be
the #1 item on
cloud wishlist?
What should be #1 item on your
cloud native observability
wishlist?
chronosphere.io
chronosphere.io
Questions?
Eric D. Schabell
Director Evangelism
@ericschabell{@fosstodon.org}
Ad

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