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Jim Crist

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titleconferencedate
Introducting Dask-Gateway: Dask clusters as a servicePyData Austin 20192019-12-07
Dask-Gateway provides a secure, multi‑tenant server that lets users launch Dask clusters via a REST API and central admin policies, supporting backends like…
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Scaling PyData with DaskPyData DC 20182018-11-16
Hands-on tutorial shows how to scale Pandas and scikit-learn using Dask on a cloud Jupyter/Kubernetes cluster, actually launching a cluster with 20 workers, 2…
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Skein: a simpler way to deploy applications on Hadoop ClustersPyData DC 20182018-11-16
Skein is a small library and CLI that actually runs Python apps on Apache YARN by shipping a Java application master that speaks gRPC to Python clients and…
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Parallelizing Scientific Python with DaskPyData Seattle 20172017-06-30
Dask claims to parallelize familiar NumPy/Pandas workflows across cores or a cluster by building task graphs and running them on schedulers. Examples show…
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Make it Work, Make it Right, Make it Fast Debugging and Profiling in DaskPyData Seattle 20172017-06-30
Shows concrete before and after: a serial pandas run ~13s reduced to ~9s then to ~4s and finally ~2s by changing algorithm and scheduler. Demonstrates tools…
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