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Anthony ERIBON

Projects / Forecasting and decisions

POD — Predict, Optimize, Decide

Actual POD interface with invented records, forecasts, scores and timings. These examples are not measured results.

Follow linked executions, stage time, nested work and memory recordings.

Follow preparation, training and calculation

The runtime view joins the executions that actually supplied the result, including reused earlier work.

POD runtime showing source, training and calculation lineage, execution status, stage durations and their recorded coverage.
Actual runtime page populated entirely with invented run records and durations. Full size

Find the work inside a stage

Inspect model/component calls and resource reuse. Per-call details expose cache outcomes; inclusive nested timings are not additional stage time.

POD nested runtime breakdown identifying model fitting, resource checks and component-call timings.
Actual nested-work view; all call counts, cache outcomes and durations are artificial. Full size

Inspect recorded memory

Follow worker-tree RSS over recorded time and check which linked executions have samples. A sampled peak is not an exact process maximum.

POD memory timeline showing synthetic worker-tree RSS samples for linked source, training and calculation executions.
Actual memory view with invented RSS samples; this is not a performance benchmark. Full size