Principles for achieving AME (2)
Introspection
- reactive techniques to detect and adapt to failures, workload variations, and system evolution
- proactive techniques to anticipate and avert problems before they happen
Benchmarking
- quantification brings rigor
- requires new AME benchmarks
“what gets measured gets done”
“benchmarks shape a field”