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Hendrik Makait

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Dask ❤️ Xarray: Geoscience at Massive ScalePyData Global 20242024-12-03
Demo loads a 250 terabyte National Water Model and subsets to 18 terabytes then runs an Xarray-on-Dask pipeline across a Coiled cluster of about 100 VMs…
Talk on
Geoscience at Massive ScalePyData Paris 20242024-09-25
A concrete account of scaling geoscience: a 250 TB catalog is sampled to a 12 TB subset for ~$2 of cloud compute, the cluster holds ~3.5 TB in memory while the…
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Observability for Dask in ProductionPyData London 20242024-06-14
Shows concrete debugging wins: centralized logging plus a topic-based events stream, a native Prometheus plugin, and performance reports that capture realtime…
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