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Scalability testing: 7 steps to successful performance

Systems that work well during
development, deployed on a small scale, 1. Research and quantify the data volumes
can fail to meet performance goals when and transaction volumes the target market
the deployment is scaled up to support implies. Some of these figures can be eye
real levels of use. openers and help the business users
An apposite example of this comes from a realise the full scale of the system.
major blue chip company that recently This alone can lead to reassessment of
outsourced the development of an the priority of many features.
innovative high technology platform. 2. Determine the way features could be
Though development was behind schedule presented to users and the system
this was deemed acceptable. The system structured in order to make scaling of
gradually passed through functional the system easier. Do not try and have
elements of the user acceptance testing the same functionality you would have for
and eventually it looked like a a single user desktop solution provide an
deployment date could be set. But then appropriate scalable alternative.
the supplier started load testing and 3. Recognise that an intrinsic part of
scalability testing. There followed a the development process is load testing
prolonged and costly period of at representative scale on each
architectural changes and changes to the incremental software release. This is
system requirements. The supplier battled continual testing, focusing on the
heroically to provide an acceptable biggest risk to the project: the ability
system, until finally the project was to operate at full scale.
mothballed. 4. Ensure load testing is adequate both
This is not an isolated case. IT folklore in scope and rigour. Load testing is not
abounds with similar tales. From just about measuring response times with
ambulance dispatch systems to web-sites a performance test. The load testing
for the electronic submission of tax programme needs to include other types of
returns, systems fail as they scale and load testing including stress testing,
experience peak demands. All of these reliability testing, and endurance
projects appear not to have identified testing.
and ordered the major risks they faced. 5. Don?t forget that failures will occur.
This is a fundamental stage of risk based Large scale systems generally include
testing, and applies equally to server clusters with fail-over behaviour.
scalability testing or load testing as it Failure testing, fail-over testing and
does to functionality testing or business recovery testing carried out on
continuity testing. With no risk representative scale systems operating
assessment they did not recognise that under load should be included.
scaling was amongst the biggest risks, 6. Don?t forget catastrophic failure
far more so that delivering all the could occur. For large scale problems,
functionality disaster testing and disaster recovery
Recent trends towards Service Oriented testing should be carried out at
Architecture (SOA) attempt to address the representative scale and loads. These
issue of scalability but also introduce activities can be considered the
new issues. Incorporating externally technical layers of business continuity
provided services into your overall testing.
solution means that your ability to scale 7. Recognise external services if you use
now depends upon these external system them. Where you are adopting an SOA
operate under load. Assuring this is a approach and are dependent on external
demanding task and sadly the load testing services you need to be certain that the
and stress testing here is often throughput and turnaround time on these
overlooked. services will remain acceptable as your
Better practice is to start the system scales and its demands increase. A
development of a large scale software smart system architecture will include a
system with its performance clearly in graceful response and fall-back operation
mind, particularly scalability testing, should the external service behaviour
volume testing and load testing. To deteriorate or fail.
create this performance testing focus:




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