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Metrics for Faster
   Feedback
    Kris Buytaert
    @krisbuytaert
Kris Buytaert
●   I used to be a Dev,
●   Then Became an Op
●   Chief Trolling Officer and Open Source
    Consultant @inuits.eu
●   Everything is an effing DNS Problem
●   Building Clouds since before the bookstore
●   Some books, some papers, some blogs
●   Evangelizing devops
What's this devops thing
       anyhow ?
●   Devops is a growing professional and cultural
    movement
●   We don't have all the answers yet
●   We are reaching out to different communities
●   We will point out problems we see..
●   Only the name is new




         While we are still working out the solutions
devops, a definition:
●   Adopt the new philosophy. We are in a new economic age. Western management
    must awaken to the challenge, must learn their responsibilities, and take on
    leadership for change.
●   Cease dependence on inspection to achieve quality. Eliminate the need for massive
    inspection by building quality into the product in the first place.
●   Improve constantly and forever the system of production and service, to improve
    quality and productivity, and thus constantly decrease costs.
●   Institute training on the job.
●   Institute leadership The aim of supervision should be to help people and machines
    and gadgets do a better job.
●   Drive out fear, so that everyone may work effectively for the company.
●   Break down barriers between departments. People in research, design, sales, and
    production must work as a team, in order to foresee problems of production and
    usage that may be encountered with the product or service.
●   Eliminate slogans, exhortations, and targets for the work force asking for zero defects
    and new levels of productivity. Such exhortations only create adversarial
    relationships, as the bulk of the causes of low quality and low productivity belong to
    the system and thus lie beyond the power of the work force.

              ●   Eliminate management by objective. Eliminate management by numbers
                  and numerical goals. Instead substitute with leadership.

              ●   Remove barriers that rob the hourly worker of his right to pride of
                  workmanship. The responsibility of supervisors must be changed from
                  sheer numbers to quality.

              ●  Remove barriers that rob people in management and in engineering of
                 their right to pride of workmanship.
●   Institute a vigorous program of education and self-improvement.
●   Put everybody in the company to work to accomplish the transformation. The
    transformation is everybody's job.
William Edwards
          Deming
1986, Out of the Crisis.



  http://en.wikipedia.org/wiki/W._Edwards_Deming
C(L)AMS
●   Culture
●   (Lean)
●   Automation
●   Measurement
●   Sharing
              Damon Edwards and John Willis
                                  Gene Kim
Culture,
   automation,


  Measturement,


     sharing
Breaking the Silos



       Getting Along

Devs       Ops
Self Service Metrics

●   Being able to add new metrics
●   Build your own dashboards
●   Look at metrics / logs on all platforms
●   Learn from the platfor
Business Value
Making
          Usage
         Revenue
          Issues
          Growth
            ...

                   Visible
Culture,




Automation,
    Measurement,


      Sharing
Automate all the things
●   Build
    •   reproducable builds are undiscussable
●   Test
    •   testing reduces risk
    •   automate deployments of your test infra
●   Deploy
    •   Infrastructure as Code
    •   100% automation
    •   Can you rebuild your infrastructure ?
Culture,


          Automation,




  Measurement :
measure all the things
            Sharing
Issues
Source Commits
Build/Test Statistics
Code Analytics
Deploy Statistics
        ●   Time To Deploy
        ●   Deploy Frequency
        ●   Lifecycle frequency


        ●   Map to
Operating System Stats
●   Memory
●   Disk
●   CPU
●   Per host
●   Per application
e.g Collectd for system
DB / MiddleWare Stats
●   Transactions
●   Queue length
●   API Calls
●   Connections
●   Aborted Connections
Application Metrics
●   Number of current users
●   Number of sign ups
●   Response times
●   Troughput
●   XYZ Usage
●   # restarts
●   Insert your specific valuable stuff here.
New feature impact
●   Deploy Metrics as part of the stack
●   Canary Testing
●   Silent launches
Availability Metrics
Collect & Ship
●   One month later
    •   You CAN delete metrics
    •   You CANNOT create metrics
●   Time Series Database
    •   RRD
    •   Cacti
    •   Ganglia
    •   Graphite
●   #monitoringlove
Graphite
●   Graphing at Scale
●   Graphing at Ease
●   Any metric is a graph


●   echo "somestring $somevalue $timestamp" |
    nc <%= graphitehost %> 2003
Graphite Composer

   x
Math 101


●   f(x)
●   f'(x)
●   f''(x)


●   ... statistics 101
Graphite API
Metrics from Logs
●   Sensible Log content
●   Ship logs
Logstash
●   Not your average centralized logging tool
●   Elasticsearch backed




●   Shipper
●   Indexer
●   Web
●   Collect from anywhere
●   Filter
●   Send anywhere




●   Queuing support
Logstash in Action
Kibana in Action
Statsd



●   A network daemon that runs on a zillion
    platform and listens for statistics, like counters
    and timers, sent over UDP and sends
    aggregates to one or more pluggable backend
    services (e.g., Graphite).
Dashboards
Self Service
Culture,


  Automation,


  Measurement,




Sharing
Visualize Business Metrics
●   $revenue
●   #sales
●   signups
●   conversions
●   Api calls
●   Application use
●   Open Source
●   Talk about Experiences
●   Publish the code
●   No proprietary software was used in these
    slides




                              Don't get Locked In !
Contact
Kris.Buytaert@inuits.eu

Further Reading
@krisbuytaert
http://www.krisbuytaert.be/blog/
http://www.inuits.eu/




                             Inuits

                             Duboistraat 50
                             2060 Antwerpen
                             Belgium
                             891.514.231

                             +32 475 961221

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Metrics 4 faster feedback

  • 1. Metrics for Faster Feedback Kris Buytaert @krisbuytaert
  • 2. Kris Buytaert ● I used to be a Dev, ● Then Became an Op ● Chief Trolling Officer and Open Source Consultant @inuits.eu ● Everything is an effing DNS Problem ● Building Clouds since before the bookstore ● Some books, some papers, some blogs ● Evangelizing devops
  • 3. What's this devops thing anyhow ?
  • 4. Devops is a growing professional and cultural movement ● We don't have all the answers yet ● We are reaching out to different communities ● We will point out problems we see.. ● Only the name is new While we are still working out the solutions
  • 6. Adopt the new philosophy. We are in a new economic age. Western management must awaken to the challenge, must learn their responsibilities, and take on leadership for change. ● Cease dependence on inspection to achieve quality. Eliminate the need for massive inspection by building quality into the product in the first place. ● Improve constantly and forever the system of production and service, to improve quality and productivity, and thus constantly decrease costs. ● Institute training on the job. ● Institute leadership The aim of supervision should be to help people and machines and gadgets do a better job. ● Drive out fear, so that everyone may work effectively for the company. ● Break down barriers between departments. People in research, design, sales, and production must work as a team, in order to foresee problems of production and usage that may be encountered with the product or service. ● Eliminate slogans, exhortations, and targets for the work force asking for zero defects and new levels of productivity. Such exhortations only create adversarial relationships, as the bulk of the causes of low quality and low productivity belong to the system and thus lie beyond the power of the work force. ● Eliminate management by objective. Eliminate management by numbers and numerical goals. Instead substitute with leadership. ● Remove barriers that rob the hourly worker of his right to pride of workmanship. The responsibility of supervisors must be changed from sheer numbers to quality. ● Remove barriers that rob people in management and in engineering of their right to pride of workmanship. ● Institute a vigorous program of education and self-improvement. ● Put everybody in the company to work to accomplish the transformation. The transformation is everybody's job.
  • 7. William Edwards Deming 1986, Out of the Crisis. http://en.wikipedia.org/wiki/W._Edwards_Deming
  • 8. C(L)AMS ● Culture ● (Lean) ● Automation ● Measurement ● Sharing Damon Edwards and John Willis Gene Kim
  • 9. Culture, automation, Measturement, sharing
  • 10. Breaking the Silos Getting Along Devs Ops
  • 11. Self Service Metrics ● Being able to add new metrics ● Build your own dashboards ● Look at metrics / logs on all platforms ● Learn from the platfor
  • 12.
  • 13. Business Value Making Usage Revenue Issues Growth ... Visible
  • 14. Culture, Automation, Measurement, Sharing
  • 15. Automate all the things ● Build • reproducable builds are undiscussable ● Test • testing reduces risk • automate deployments of your test infra ● Deploy • Infrastructure as Code • 100% automation • Can you rebuild your infrastructure ?
  • 16. Culture, Automation, Measurement : measure all the things Sharing
  • 21. Deploy Statistics ● Time To Deploy ● Deploy Frequency ● Lifecycle frequency ● Map to
  • 22. Operating System Stats ● Memory ● Disk ● CPU ● Per host ● Per application
  • 24. DB / MiddleWare Stats ● Transactions ● Queue length ● API Calls ● Connections ● Aborted Connections
  • 25. Application Metrics ● Number of current users ● Number of sign ups ● Response times ● Troughput ● XYZ Usage ● # restarts ● Insert your specific valuable stuff here.
  • 26. New feature impact ● Deploy Metrics as part of the stack ● Canary Testing ● Silent launches
  • 28.
  • 29. Collect & Ship ● One month later • You CAN delete metrics • You CANNOT create metrics ● Time Series Database • RRD • Cacti • Ganglia • Graphite ● #monitoringlove
  • 30. Graphite ● Graphing at Scale ● Graphing at Ease ● Any metric is a graph ● echo "somestring $somevalue $timestamp" | nc <%= graphitehost %> 2003
  • 32. Math 101 ● f(x) ● f'(x) ● f''(x) ● ... statistics 101
  • 34. Metrics from Logs ● Sensible Log content ● Ship logs
  • 35. Logstash ● Not your average centralized logging tool ● Elasticsearch backed ● Shipper ● Indexer ● Web
  • 36. Collect from anywhere ● Filter ● Send anywhere ● Queuing support
  • 39. Statsd ● A network daemon that runs on a zillion platform and listens for statistics, like counters and timers, sent over UDP and sends aggregates to one or more pluggable backend services (e.g., Graphite).
  • 42. Culture, Automation, Measurement, Sharing
  • 43. Visualize Business Metrics ● $revenue ● #sales ● signups ● conversions ● Api calls ● Application use
  • 44. Open Source ● Talk about Experiences ● Publish the code ● No proprietary software was used in these slides Don't get Locked In !