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Deploying Dask Distributed

Deploying Dask Distributed

Jacob Tomlinson

May 19, 2021

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  1. Worker Worker Worker Scheduler Client Protocols TCP UCX Websocket Dask

    components can communicate via a variety of different protocols.
  2. Local Cluster Scheduler Worker Worker Worker Worker LocalCluster creates everything

    for you. It will break down a large CPU into multiple workers withy multiple threads as this can be more performant.
  3. SSH ... You could SSH to a bunch of machines

    and start the Dask components manually.
  4. SSHCluster Or you could use SSHCluster which will bootstrap a

    cluster for you on a list of machines. All you need is passwordless SSH configured for each machine.