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© 2016 Mesosphere, Inc. All Rights Reserved. CONSTRUCTIVE DESTRUCTIVENESS FOR CONTAINERS 1 Michael Hausenblas | ContainerCamp, London | 2016-09-09

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© 2016 Mesosphere, Inc. All Rights Reserved. MOTIVATION 2

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© 2016 Mesosphere, Inc. All Rights Reserved. WHY WOULD I WANT TO DO THAT? 3

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© 2016 Mesosphere, Inc. All Rights Reserved. WHY I USUALLY DON'T DO IT … 4 • My code is bug free • It costs time/money • 'Uncool' work

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© 2016 Mesosphere, Inc. All Rights Reserved. TOWARDS A FRAMEWORK 5

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© 2016 Mesosphere, Inc. All Rights Reserved. TERMINOLOGY 6 unit testing property based testing fault injection resilience testing smoke testing stress testing canary deployments dev prod cost-benefit language dependent

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© 2016 Mesosphere, Inc. All Rights Reserved. SCOPES 7 container host & intra-host service (app/business)

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© 2016 Mesosphere, Inc. All Rights Reserved. FALLACIES OF DISTRIBUTED COMPUTING 8 • The network is reliable. • Latency is zero. • Bandwidth is infinite. • The network is secure. • Topology doesn't change. • There is one administrator. • Transport cost is zero. • The network is homogeneous.

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© 2016 Mesosphere, Inc. All Rights Reserved. CHAOS ENGINEERING 9 Pioneered by Netflix • Define normal behaviour • Define expectations • Test hypothesis

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© 2015 Mesosphere, Inc. All Rights Reserved. FAILURE MODES 10 container master worker container container container container master master worker worker worker worker worker container container container container container container container container

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© 2016 Mesosphere, Inc. All Rights Reserved. ASPECTS 11 • automation (health checks) • black box testing (what happens if you cut off the connection to environment?) • dimensions • disk I/O • time (skew) • network traffic • requests per second served • cascading failures

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© 2016 Mesosphere, Inc. All Rights Reserved. STATEFUL SERVICES 12

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© 2016 Mesosphere, Inc. All Rights Reserved. APPLYING RESILIENCE TESTING 13

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© 2016 Mesosphere, Inc. All Rights Reserved. TOOLING 14 • Chaos Monkey
 http://techblog.netflix.com/2012/07/chaos-monkey-released-into-wild.html 
 https://medium.com/production-ready/chaos-monkey-for-fun-and- profit-87e2f343db31 • Wehkamp's Half-Life2/microservices attack tool
 https://www.wehkamplabs.com/blog/2016/06/02/docker-and-zombies/

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© 2016 Mesosphere, Inc. All Rights Reserved. TOOLING 15 • Pumba
 http://blog.terranillius.com/post/pumba_docker_chaos_testing/ • Mizaru
 https://github.com/giantswarm/mizaru • Blockade
 https://github.com/dcm-oss/blockade • Kubernetes (sig-testing)
 https://github.com/kubernetes/kubernetes/issues/4548 • DC/OS: DRAX
 https://github.com/dcos-labs/drax

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© 2016 Mesosphere, Inc. All Rights Reserved. JEPSEN.IO 16

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© 2016 Mesosphere, Inc. All Rights Reserved. RESOURCES 17

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© 2015 Mesosphere, Inc. All Rights Reserved. 18 Resilience Engineering in Practice: A Guidebook

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© 2015 Mesosphere, Inc. All Rights Reserved. 19 https://www.youtube.com/watch?v=4fFDFbi3toc

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© 2015 Mesosphere, Inc. All Rights Reserved. 20 https://github.com/spacejam Big kudos to Tyler Neely!

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© 2016 Mesosphere, Inc. All Rights Reserved. Q & A 21 • @mhausenblas • mhausenblas.info • [email protected] https://dcos.io