Keren Meron
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| title | conference | date |
|---|---|---|
| Supercharging Pipeline Efficiency with ML Performance Prediction | PyCon US 2023 | 2023-04-19 |
A productionized pipeline-classifier predicts task duration and memory per job (serialized per-customer SVR models stored in Redis and retrained daily)… | ||
| Supercharging Pipeline Efficiency with ML Performance Prediction | PyCon Israel 2022 | 2022-06-28 |
Singular builds a pipeline that predicts task runtime and memory to split hundreds of thousands of daily Celery tasks into light and heavy queues (>90% light… | ||
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