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Chaos Engineering
Willian Paixao
September 26, 2017
DevOps Engineer at Ellmount
Essential
Monitoring
What gets measured gets managed.
1
Monitoring levels
• Server
2
Monitoring levels
• Server
• Network
2
Monitoring levels
• Server
• Network
• Application
• Lint
• Coverage
• Unit
• API
2
Monitoring levels
• Server
• Network
• Application
• Lint
• Coverage
• Unit
• API
• UI
2
Monitoring levels
• Server
• Network
• Application
• Lint
• Coverage
• Unit
• API
• UI
• Performance
2
Testing
3
Chaos Engineering
Definition
Chaos Engineering is the discipline of experimenting on a
distributed system in order to build confidence in the system’s
capability to withstand turbulent conditions in production.
4
Reasons
5
Failure injection
• Killing daemons
6
Failure injection
• Killing daemons
• Partially deleting database, cache and queues
6
Failure injection
• Killing daemons
• Partially deleting database, cache and queues
• Simulating network failure
• Injecting latency between services
• Dropping packages
• Blocking ports
6
Failure injection
• Killing daemons
• Partially deleting database, cache and queues
• Simulating network failure
• Injecting latency between services
• Dropping packages
• Blocking ports
• Changing the system’s clock
6
Failure injection
• Killing daemons
• Partially deleting database, cache and queues
• Simulating network failure
• Injecting latency between services
• Dropping packages
• Blocking ports
• Changing the system’s clock
• Making the server run out of resources (CPU, memory or
disk)
6
Failure injection
• Killing daemons
• Partially deleting database, cache and queues
• Simulating network failure
• Injecting latency between services
• Dropping packages
• Blocking ports
• Changing the system’s clock
• Making the server run out of resources (CPU, memory or
disk)
• Stressing the application
6
Failure injection
• Killing daemons
• Partially deleting database, cache and queues
• Simulating network failure
• Injecting latency between services
• Dropping packages
• Blocking ports
• Changing the system’s clock
• Making the server run out of resources (CPU, memory or
disk)
• Stressing the application
Use your imagination!
6
Log
7
Happy path
• Reproduce past events or break random services?
8
Happy path
• Reproduce past events or break random services?
• Warn people or just break it?
8
Happy path
• Reproduce past events or break random services?
• Warn people or just break it?
• Graceful restart services
8
Happy path
• Reproduce past events or break random services?
• Warn people or just break it?
• Graceful restart services
• Break it!
8
Happy path
• Reproduce past events or break random services?
• Warn people or just break it?
• Graceful restart services
• Break it!
• Monitor, analyze and document
8
Happy path
• Reproduce past events or break random services?
• Warn people or just break it?
• Graceful restart services
• Break it!
• Monitor, analyze and document
• Repeat
8
Chaos Monkey
github.com/Netflix/chaosmonkey
9
References
Chaos Engineering
Site Reliability Engineering 10
References
A Netflix Guide to Microservices
Engineering Netflix Global Operations in the Cloud
11
References
Chaos & Intuition Engineering at Netflix
Choose Your Own Adventure
12
Questions?
13
Contact me
@willianpaixaoo // willian@ufpa.br
14

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Chaos Engineering