<html><head><meta http-equiv="content-type" content="text/html; charset=utf-8"></head><body dir="auto">At StackHPC, we have deployed Pangeo, JupyterHub and Kubeflow on K8s cluster deployed using Magnum. Kubeflow comprises of a lot of things so it is likely there is something in there for those doing data science stuff.<br><br>Best<div><br></div><div>Bharat <br><div dir="ltr"><br><blockquote type="cite">On 24 Jan 2020, at 18:09, Tim Bell <Tim.Bell@cern.ch> wrote:<br><br></blockquote></div><blockquote type="cite"><div dir="ltr">
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Which data science platforms are you considering ?
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<div class="">We may run some of them at CERN, we generally use Kubernetes (via Magnum) are the underlying provisioning engine with autoscaling up/down now available in Train. Our SPARK environments are provisioned likewise.</div>
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<div class="">On 24 Jan 2020, at 15:48, Michael McCune <<a href="mailto:elmiko@redhat.com" class="">elmiko@redhat.com</a>> wrote:</div>
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<div dir="ltr" class="gmail_attr">On Thu, Jan 23, 2020 at 3:54 PM Ruchi Rajasekhar <<a href="mailto:RRajasekhar@misoenergy.org" class="">RRajasekhar@misoenergy.org</a>> wrote:<br class="">
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anyone happen to know of any data science platforms that can run on OpenStack? I was looking at Pivotal, Pachyderm but they don't run on OpenStack
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<div class="">if you don't mind about adding another layer, i know that several data science platforms are creating kubernetes tooling. it might be worth investigating using one of the kubernetes on openstack deployment options (magnum, maybe others?) and then
layering a data science platform on top of that.</div>
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<div class="">good luck!</div>
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<div class="">peace o/<br class="">
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