Guests are <a href="https://www.linkedin.com/in/avinregmi/">Avin Regmi</a> and <a href= "https://www.linkedin.com/in/davidweixia/">David Xia</a> from Spotify. We spoke to Avin and David about their work building Spotify’s Machine Learning Platform, Hendrix. They also specifically talk about how they use Ray to enable inference and batch workloads. Ray was featured on episode <a href= "https://kubernetespodcast.com/episode/235-ray/">235</a> of our show, so make sure you check out that episode too. Do you have something cool to share? Some questions? Let us know: - web: <a href= "https://kubernetespodcast.com">kubernetespodcast.com</a> - mail: <a href= "mailto:kubernetespodcast@google.com">kubernetespodcast@google.com</a> - twitter: <a href= "https://twitter.com/kubernetespod">@kubernetespod</a> News of the week <a href= "https://blog.kubecost.com/blog/ibm-acquisition-announcement/">IBM acquired Kubecost</a> <a href= "https://events.linuxfoundation.org/kubecon-cloudnativecon-japan/">KubeCon Japan in 2025</a> <a href= "https://events.linuxfoundation.org/kubecon-cloudnativecon-europe/program/cfp/"> Call for Proposals for KubeCon EU 2025 is now open</a> <a href= "https://www.cncf.io/blog/2024/09/17/artifact-hub-becomes-a-cncf-incubating-project/"> Artifact Hub is a CNCF incubating project</a> <a href= "https://www.cncf.io/blog/2024/09/18/openmetrics-is-archived-merged-into-prometheus/"> OpenMetrics is dead, long live OpenMetrics</a> <a href= "https://github.com/kubecolor/kubecolor/releases/v0.4.0">Kubecolor 0.4.0</a> Links from the interview <a href="https://www.linkedin.com/in/avinregmi/">Avin Regmi</a> <a href= "https://www.linkedin.com/in/davidweixia/">David Xia</a> <a href= "https://www.infoq.com/presentations/hendrix-ml/">Hendrix ML Platform</a> <a href= "https://docs.ray.io/en/latest/cluster/kubernetes/index.html">Ray on Kubernetes</a> <a href= "https://ray-project.github.io/kuberay/">KubeRay</a> <a href= "https://cloud.google.com/vertex-ai/docs/workbench/instances/introduction"> Workbench instances</a> <a href="https://backstage.io/">Backstage</a> <a href="https://pytorch.org/">PyTorch</a> <a href= "https://raysummit.anyscale.com/flow/anyscale/raysummit2024/landing/page/eventsite"> Ray Summit 2024</a> <a href="https://kueue.sigs.k8s.io/">Kueue</a>

<description>&lt;p&gt;Guests are &lt;a href="https://www.linkedin.com/in/avinregmi/"&gt;Avin Regmi&lt;/a&gt; and &lt;a href= "https://www.linkedin.com/in/davidweixia/"&gt;David Xia&lt;/a&gt; from Spotify. We spoke to Avin and David about their work building Spotify’s Machine Learning Platform, Hendrix. They also specifically talk about how they use Ray to enable inference and batch workloads. Ray was featured on episode &lt;a href= "https://kubernetespodcast.com/episode/235-ray/"&gt;235&lt;/a&gt; of our show, so make sure you check out that episode too.&lt;/p&gt; &lt;p dir="ltr"&gt;Do you have something cool to share? Some questions? Let us know:&lt;/p&gt; &lt;p dir="ltr"&gt;- web: &lt;a href= "https://kubernetespodcast.com"&gt;kubernetespodcast.com&lt;/a&gt;&lt;/p&gt; &lt;p dir="ltr"&gt;- mail: &lt;a href= "mailto:kubernetespodcast@google.com"&gt;kubernetespodcast@google.com&lt;/a&gt;&lt;/p&gt; &lt;p dir="ltr"&gt;- twitter: &lt;a href= "https://twitter.com/kubernetespod"&gt;@kubernetespod&lt;/a&gt;&lt;/p&gt; &lt;h2 dir="ltr"&gt;News of the week&lt;/h2&gt; &lt;p dir="ltr"&gt;&lt;a href= "https://blog.kubecost.com/blog/ibm-acquisition-announcement/"&gt;IBM acquired Kubecost&lt;/a&gt;&lt;/p&gt; &lt;p dir="ltr"&gt;&lt;a href= "https://events.linuxfoundation.org/kubecon-cloudnativecon-japan/"&gt;KubeCon Japan in 2025&lt;/a&gt;&lt;/p&gt; &lt;p dir="ltr"&gt;&lt;a href= "https://events.linuxfoundation.org/kubecon-cloudnativecon-europe/program/cfp/"&gt; Call for Proposals for KubeCon EU 2025 is now open&lt;/a&gt;&lt;/p&gt; &lt;p dir="ltr"&gt;&lt;a href= "https://www.cncf.io/blog/2024/09/17/artifact-hub-becomes-a-cncf-incubating-project/"&gt; Artifact Hub is a CNCF incubating project&lt;/a&gt;&lt;/p&gt; &lt;p dir="ltr"&gt;&lt;a href= "https://www.cncf.io/blog/2024/09/18/openmetrics-is-archived-merged-into-prometheus/"&gt; OpenMetrics is dead, long live OpenMetrics&lt;/a&gt;&lt;/p&gt; &lt;p dir="ltr"&gt;&lt;a href= "https://github.com/kubecolor/kubecolor/releases/v0.4.0"&gt;Kubecolor 0.4.0&lt;/a&gt;&lt;/p&gt; &lt;h2 dir="ltr"&gt;Links from the interview&lt;/h2&gt; &lt;p dir="ltr"&gt;&lt;a href="https://www.linkedin.com/in/avinregmi/"&gt;Avin Regmi&lt;/a&gt;&lt;/p&gt; &lt;p dir="ltr"&gt;&lt;a href= "https://www.linkedin.com/in/davidweixia/"&gt;David Xia&lt;/a&gt;&lt;/p&gt; &lt;p dir="ltr"&gt;&lt;a href= "https://www.infoq.com/presentations/hendrix-ml/"&gt;Hendrix ML Platform&lt;/a&gt;&lt;/p&gt; &lt;p dir="ltr"&gt;&lt;a href= "https://docs.ray.io/en/latest/cluster/kubernetes/index.html"&gt;Ray on Kubernetes&lt;/a&gt;&lt;/p&gt; &lt;p dir="ltr"&gt;&lt;a href= "https://ray-project.github.io/kuberay/"&gt;KubeRay&lt;/a&gt;&lt;/p&gt; &lt;p dir="ltr"&gt;&lt;a href= "https://cloud.google.com/vertex-ai/docs/workbench/instances/introduction"&gt; Workbench instances&lt;/a&gt;&lt;/p&gt; &lt;p dir="ltr"&gt;&lt;a href="https://backstage.io/"&gt;Backstage&lt;/a&gt;&lt;/p&gt; &lt;p dir="ltr"&gt;&lt;a href="https://pytorch.org/"&gt;PyTorch&lt;/a&gt;&lt;/p&gt; &lt;p dir="ltr"&gt;&lt;a href= "https://raysummit.anyscale.com/flow/anyscale/raysummit2024/landing/page/eventsite"&gt; Ray Summit 2024&lt;/a&gt;&lt;/p&gt; &lt;p dir="ltr"&gt;&lt;a href="https://kueue.sigs.k8s.io/"&gt;Kueue&lt;/a&gt;&lt;/p&gt;</description>

Guests are  and  from Spotify. We spoke to Avin and David about their work building Spotify’s Machine Learning Platform, Hendrix. They also specifically talk about how they use Ray to enable inference and batch workloads. Ray was featured on episode...

Kubernetes Podcast from Google

Spotify AI Platform, with Avin Regmi and David Xia

Spotify AI Platform, with Avin Regmi and David Xia

Description