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PRESENTED BY: Steve Newman | Founder & Chairman
Delivering Operational
Visibility in a Complex World
The cloud makes things
easier, which makes
things harder.
© 2019 Scalyr
Running a simple website used to be hard
Apache
MySQL
Credit Card
Gateway
Email
Server
Financial Institution
Gateway
Fraud detection
ServersLoad BalancerFire Wall
User (www)
Alerts & Log
Manager
Backups
Payment
Gateway
Inventory
Pricing Info
Shopping CartOnline
Catalog
© 2019 Scalyr
Not simpler,
just easier
Images from AWS Reference Architecture
https://aws.amazon.com/blogs/aws/three-new-
aws-reference-architectures-for-e-commerce/
But the Cloud made it easier
© 2019 Scalyr
Breaking News: The World isn’t getting Simpler
Image from https://microservices.io/patterns/microservices.html
Mobile App
Browser Storefront
WebApp
API Gateway Account Service Account DB
Inventory Service Inventory DB
Shipping Service Shipping DB
© 2019 Scalyr
“You see, but you do not observe.”
Sir Arthur Conan Doyle
A Scandal in Bohemia
“You see, but you do not observe.”
Sir Arthur Conan Doyle
A Scandal in Bohemia
“You see, but you do not observe.”
Sir Arthur Conan Doyle
A Scandal in Bohemia
Scalable observability
Logs
Metrics
Operational Data
Front-end Processing
Traces
Necessary to efficiently handle any type of observability data, at scale
Traces
Logs
Metrics
NoSQL Columnar Database
(Ad-Hoc Queries)
Time Series Engine
(Repetitive Queries)
Scalable observability
NoSQL Columnar Database
(Ad-Hoc Queries)
Time Series Engine
(Repetitive Queries)
Logs
Metrics
Operational Data
Front-end Processing
Traces
Necessary to efficiently handle any type of observability data, at scale
Traces
Logs
Metrics
© 2019 Scalyr
BFF: Tracing and Logs
Linking tracing and its high-volume,
high-cardinality data to log search
and metrics extracts even more value
service1
Trace Id : 1, Span Id : 1
service2
Trace Id : 1, Parent Id : 1, Span Id : 2
service3
Trace Id : 1, Parent Id : 2, Span Id : 3
service2
Trace Id : 1, Parent Id : 2, Span Id : 4
Distributed Tracing brings events into
causal order
Morgan McLean
PM for OpenCensus &
DevOps tools at Google
OpenCensus
checkout
service
catalog
service
users
service
ingestion
service
vm
agent
app
applib
checkout
service
catalog
service
users
service
ingestion
service
metrics + tracing
backends
checkout
service
catalog
service
users
service
ingestion
service
OpenCensus Libraries
oc
lib
oc
lib
oc
lib
oc
lib
vm or kube pod
vm or kube pod
metrics + tracing
backends
checkout
service
catalog
service
users
service
ingestion
service
OpenCensus Agent
oc
lib
oc
lib
oc
lib
oc
lib
oc agent
oc agent
vm or kube pod
vm or kube pod
checkout
service
catalog
service
users
service
ingestion
service
OpenCensus Service
oc
lib
oc
lib
oc
lib
oc
lib
oc agent
oc agent
oc
service
OpenCensus
Q & A

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Delivering Operational Visibility in a Complex World - Steve Newman

  • 1. PRESENTED BY: Steve Newman | Founder & Chairman Delivering Operational Visibility in a Complex World
  • 2. The cloud makes things easier, which makes things harder.
  • 3. © 2019 Scalyr Running a simple website used to be hard Apache MySQL Credit Card Gateway Email Server Financial Institution Gateway Fraud detection ServersLoad BalancerFire Wall User (www) Alerts & Log Manager Backups Payment Gateway Inventory Pricing Info Shopping CartOnline Catalog
  • 4. © 2019 Scalyr Not simpler, just easier Images from AWS Reference Architecture https://aws.amazon.com/blogs/aws/three-new- aws-reference-architectures-for-e-commerce/ But the Cloud made it easier
  • 5. © 2019 Scalyr Breaking News: The World isn’t getting Simpler Image from https://microservices.io/patterns/microservices.html Mobile App Browser Storefront WebApp API Gateway Account Service Account DB Inventory Service Inventory DB Shipping Service Shipping DB
  • 6. © 2019 Scalyr “You see, but you do not observe.” Sir Arthur Conan Doyle A Scandal in Bohemia “You see, but you do not observe.” Sir Arthur Conan Doyle A Scandal in Bohemia “You see, but you do not observe.” Sir Arthur Conan Doyle A Scandal in Bohemia
  • 7. Scalable observability Logs Metrics Operational Data Front-end Processing Traces Necessary to efficiently handle any type of observability data, at scale Traces Logs Metrics NoSQL Columnar Database (Ad-Hoc Queries) Time Series Engine (Repetitive Queries)
  • 8. Scalable observability NoSQL Columnar Database (Ad-Hoc Queries) Time Series Engine (Repetitive Queries) Logs Metrics Operational Data Front-end Processing Traces Necessary to efficiently handle any type of observability data, at scale Traces Logs Metrics
  • 9. © 2019 Scalyr BFF: Tracing and Logs Linking tracing and its high-volume, high-cardinality data to log search and metrics extracts even more value service1 Trace Id : 1, Span Id : 1 service2 Trace Id : 1, Parent Id : 1, Span Id : 2 service3 Trace Id : 1, Parent Id : 2, Span Id : 3 service2 Trace Id : 1, Parent Id : 2, Span Id : 4 Distributed Tracing brings events into causal order
  • 10. Morgan McLean PM for OpenCensus & DevOps tools at Google
  • 12.
  • 14.
  • 15.
  • 16.
  • 21. vm or kube pod vm or kube pod metrics + tracing backends checkout service catalog service users service ingestion service OpenCensus Agent oc lib oc lib oc lib oc lib oc agent oc agent
  • 22. vm or kube pod vm or kube pod checkout service catalog service users service ingestion service OpenCensus Service oc lib oc lib oc lib oc lib oc agent oc agent oc service
  • 23.
  • 24.
  • 25.
  • 27. Q & A