The Next Wave of Reliability Engineering

Michael Kehoe
Michael KehoeArchitect of reliable, scalable infrastructure at LinkedIn
The Next Wave of Reliability
Engineering
Michael Kehoe
Staff Site Reliability Engineer
Today’s
agenda
1 Introductions
2 Where have we come from
3 What is Reliability Engineering
4 Where are we going
5 The Future of Reliability Engineering
6 Key Takeaways
7 Q&A
Introduction
Michael Kehoe
$ WHOAMI
• Staff Site Reliability Engineer @ LinkedIn
• Production-SRE Team
• Funny accent = Australian + 4 years
American
• Former Network Engineer at the
University of Queensland
Production-SRE Team @ LinkedIn
$ WHOAMI
• Disaster Recovery - Planning &
Automation
• Incident Response – Process &
Automation
• Visibility Engineering – Making use of
operational data
• Reliability Principles – Defining best
practice & automating it
Where have we come from
Development/ Operations Bottlenecks
Traditional
• Department Silo’s
• Slow release cycle’s
• High toil workloads
• Poor operational visibility
Where have we come from
What is Reliability
Engineering
“What happens when a software engineer is
tasked with what used to be called operations”
B E N T R E Y N O R S L O S S
“Helping Product and Engineering deliver the
best experience possible for the end user from
an operations perspective ”
What is Reliability
Engineering
DevOps Concepts
Operational silos
Reduce
Everything
Measure
Failure as normal
Accept
Gradual changes
Implement
Tooling and
automation
Leverage
Operational Silos
Reduce
• Shared ownership of code &
infrastructure
• Sharing of tools
• Expectation of collaboration
DevOps Concepts
Failure as Normal
Accept
• Expect & embrace risk
• Quantify failure via SLO’s
• Blameless postmortem
DevOps Concepts
Gradual Change
Implement
• Encourage organization to move
quickly
• Lower the cost of failure
• Manage Risk
DevOps Concepts
Tooling and Automation
Leverage
• Automate toil away
• Reduce ‘Human Touch’
DevOps Concepts
Everything
Measure
• Measure all aspects of systems
• Availability
• Errors
• Incident statistics
DevOps Concepts
Where are we going?
Where are we going?
Agility
Increased
Everything
Measure
Is the new normal
Failure
Is Ubiqitous
Automation
In Depth
Observe
The Next Wave of
Reliability Engineering
The Future of Reliability Engineering
Of the Network
Engineer
Evolution
And measure
Observe
Is the new normal
Failure
As a Service
Automation
Is king
Cloud
Making the network follow
SRE practices
Dawn of the Network
Reliability Engineer
https://forums.juniper.net/t5/SDN-and-NFV-Era/2018-and-the-Dawn-of-Network-Reliability-Engineering-NRE/ba-p/316915
Of Network Automation
Evolution
1. Manual Operations
2. Automation
3. Visibility & Visualization
4. Data Analysis & realization
5. Reactive, Predictive Self Operation
Credit: Greg Ferro (Packet Pushers)
http://packetpushers.net/taxonomy-five-levels-intent-based-
networking-beta/
Downgrade failures from
exceptional to expected
Failure is the new
Normal
https://azure.microsoft.com/en-us/blog/inside-azure-search-chaos-engineering/
Is the new normal
Failure
• Accept failure as normal
• Test for failure:
• Application
• Local Infrastructure
• Global Infrastructure
• Continuous experimentation
Automation & Orchestration
will be a part of all systems
Automation as a
Service
Is ubiquitous
Automation
• Automation is expected
• Automation is unified
• No more one-off scripts
• Automation extends to monitoring,
triage & automation
• Automation drives down:
• Time to Detect
• Time to Resolve
Applications are built for the
cloud
Cloud is King
https://woodby.com/pricing-plans
Is King
Cloud
• Adoption of Private & Public
Clouds will continue
• Most infrastructure will be
ephemeral
• Applications will be engineered to
be ‘Cloud Native’
• Engineering agility will continue to
increase
Making the most of
operational data
Observe & Measure
https://www.acronis.com/en-us/blog/posts/web-application-monitoring-basic-framework
And measure
Observe
• Machine driven triaging using
tracing and advanced learning
• Advanced analytics on
performance to drive infrastructure
optimization
• Use of incident data to drive
feedback loops
Key Takeaways
Key Takeawys
DEVOPS CONCEPTS
Operational silos
Reduce
Everything
Measure
Failure as normal
Accept
Gradual change
Implement
Tooling and
automation
Leverage
Key Takeaways
THE FUTURE OF RELIABILITY ENGINEERING
Of the Network
Engineer
Evolution
And measure
Observe
Is the new normal
Failure
Is ubiquitous
Automation
Is king
Cloud
Q&A
The Next Wave of Reliability Engineering
1 of 36

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The Next Wave of Reliability Engineering