Documentation

case-studies intermediate

Example Workload: ETL Pipeline

An illustrative ETL pipeline with acceleratable stages (transforms, windowed aggregates) and non-acceleratable ones (CSV parsing, joins) separated by evidence.

case-studies intermediate

Example Workload: Financial Risk Calculations

An illustrative financial-risk batch dissected stage by stage: Monte Carlo, correlations and moving averages — what a compiler accelerates, what it cannot.

case-studies intermediate

Example Workload: Log Analytics

An illustrative log-analytics pipeline dissected stage by stage: where native compilation wins, where parsing-bound stages do not, and the measured anchors.

case-studies intermediate

Example Workload: ML Feature Engineering

An illustrative ML feature pipeline split into what a compiler accelerates — aggregations, transforms — and what it cannot: histograms, string features, I/O.