I’ve been working with startups in various states of product maturity to establish sound scientific methods for characterizing the application workloads. Most of my process recommendations focus on:
- scalability (nothing new here)
- error analysis and confidence
- internal standards or routine reference workloads
- temporal results tracking
The concepts are pretty straight forward – scalability focuses on workload scaling which is routine in the industry.