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The Myth of Continuous Performance Testing
Stephen Townshend
Introduction
27/11/2017
What is CPT?
Fail Pass
The concerns
The concerns
• The limited value of component tests
• Losing sight of the big picture
• Test asset maintenance
• Automated pass/fail outcomes
• Production-like environments
27/11/2017
The limitedvalue of component testing
Performancerisk
What component testingtells us
What component testing
tells us
What it does NOT tell us
Response Time • Component specific
response time
• User/customer experience
in the real world
Capacity • Component capacity
• Component resource usage
in isolation
• Capacity of integrated
solution under real
conditions
• Issues relating to the way
components integrate
Stability • Nothing • Stability of the solution
over prolonged periods of
use
Credit card example
Losingsight of thebig picture
• Keeping sight of the business purpose is incredibly important. It helps us
make better decisions about what and how to performance test
appropriately for each situation.
• Performance is not a problem we can necessarily break into smaller parts.
The sum of the parts is not the same as the whole.
Test asset maintenance
Test asset maintenance
Fail Pass
• Is meaningful to the business
• Makes mathematical sense
• Is not overly complicated
• Is maintainable/configurable
Automatedpass/failoutcome
Automatedpass/failoutcome
Automatedpass/failoutcome
Production-likeenvironments
• In an ideal world we would always test in prod (or prod-like) environments
• Principle of DevOps
• But in reality – this is almost never the case
Production
Environment
Test
Environment
Production-likeenvironments
• How non-production environments differ from production:
• Lower spec (physical) or different hardware configuration (virtual, cloud)
• Different numbers of nodes or servers
• Missing integration points
• Different application or database configuration
• The absence of realistic volumes of data
• Background jobs which run in production but not test
• All of this eats into the confidence we can have in the results
Production-likeenvironments
Difference from production Risk/impact
Lower spec hardware • Environment may not scale to meet production peak
load
Different number of nodes • Environment may not scale to meet production peak
load
• Load balancing related issues may not be picked up
Missing integrations • End user experience not measured accurately
• Performance issues relating to external integrations
missed
Different app or DB configuration • Any test results are unlikely to reflect real world
performance (response time, capacity, or stability)
Absence of realistic data volumes • Artificially quick response times (databases are faster
without data)
Background jobs not running • Conflicts between online users and background jobs
not assessed (user experience, server resources, stability)
When is it appropriate?
When is continuous performancetestingmost appropriate?
Moving in the right direction
Movingin the rightdirection
FIN

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Neotys PAC - Stephen Townshend

  • 1. The Myth of Continuous Performance Testing Stephen Townshend
  • 3.
  • 6.
  • 9. The concerns • The limited value of component tests • Losing sight of the big picture • Test asset maintenance • Automated pass/fail outcomes • Production-like environments 27/11/2017
  • 10. The limitedvalue of component testing
  • 12. What component testingtells us What component testing tells us What it does NOT tell us Response Time • Component specific response time • User/customer experience in the real world Capacity • Component capacity • Component resource usage in isolation • Capacity of integrated solution under real conditions • Issues relating to the way components integrate Stability • Nothing • Stability of the solution over prolonged periods of use
  • 13.
  • 14.
  • 16. Losingsight of thebig picture • Keeping sight of the business purpose is incredibly important. It helps us make better decisions about what and how to performance test appropriately for each situation. • Performance is not a problem we can necessarily break into smaller parts. The sum of the parts is not the same as the whole.
  • 17.
  • 18.
  • 19.
  • 22. Fail Pass • Is meaningful to the business • Makes mathematical sense • Is not overly complicated • Is maintainable/configurable Automatedpass/failoutcome
  • 25. Production-likeenvironments • In an ideal world we would always test in prod (or prod-like) environments • Principle of DevOps • But in reality – this is almost never the case
  • 27. Production-likeenvironments • How non-production environments differ from production: • Lower spec (physical) or different hardware configuration (virtual, cloud) • Different numbers of nodes or servers • Missing integration points • Different application or database configuration • The absence of realistic volumes of data • Background jobs which run in production but not test • All of this eats into the confidence we can have in the results
  • 28. Production-likeenvironments Difference from production Risk/impact Lower spec hardware • Environment may not scale to meet production peak load Different number of nodes • Environment may not scale to meet production peak load • Load balancing related issues may not be picked up Missing integrations • End user experience not measured accurately • Performance issues relating to external integrations missed Different app or DB configuration • Any test results are unlikely to reflect real world performance (response time, capacity, or stability) Absence of realistic data volumes • Artificially quick response times (databases are faster without data) Background jobs not running • Conflicts between online users and background jobs not assessed (user experience, server resources, stability)
  • 29. When is it appropriate?
  • 30. When is continuous performancetestingmost appropriate?
  • 31. Moving in the right direction
  • 33. FIN