Kubeflow 1.0, with Jeremy Lewi

Kubernetes Podcast from Google

Episode | Podcast

Date: Tue, 03 Mar 2020 18:10:20 +0000

<p>Kubeflow, the Machine Learning toolkit for Kubernetes, has hit 1.0. Google software engineer <a href="https://twitter.com/jeremylewi">Jeremy Lewi</a> is a core contributor to Kubeflow and was a founder of the project. He joins <a href="https://kubernetespodcast.com/about">the show</a> to discuss what Kubeflow does, and what it means to have hit 1.0.</p> <p>Do you have something cool to share? Some questions? Let us know:</p> <ul> <li>web: <a href="https://kubernetespodcast.com">kubernetespodcast.com</a></li> <li>mail: <a href="mailto:kubernetespodcast@google.com">kubernetespodcast@google.com</a></li> <li>twitter: <a href="https://twitter.com/kubernetespod">@kubernetespod</a></li> </ul> <h3 id="chatter-of-the-week">Chatter of the week</h3> <ul> <li><a href="https://www.radiotopia.fm/podcasts/over-the-road">Over the Road</a> <ul> <li><a href="https://en.wikipedia.org/wiki/Over_the_Top_(1987_film)">Over The Top</a> and its amazing <a href="https://www.gstatic.com/tv/thumb/v22vodart/7442/p7442_v_v8_ab.jpg"> poster</a></li> </ul> </li> <li><a href="https://www.bbc.co.uk/programmes/p083t5q9">13 Minutes to the Moon</a> <ul> <li>With soundtrack by <a href="https://en.wikipedia.org/wiki/Hans_Zimmer">Hans Zimmer</a></li> <li>We love our theme music, but its composer has fewer Academy Awards.</li> </ul> </li> </ul> <h3 id="news-of-the-week">News of the week</h3> <ul> <li><a href="https://events.linuxfoundation.org/kubecon-cloudnativecon-europe/attend/novel-coronavirus-update/"> KubeCon Novel Coronavirus update</a> <ul> <li><a href="https://www.cncf.io/blog/2020/02/24/schedules-announced-for-cloud-native-security-day-serverless-practitioners-summit-servicemeshcon/"> Schedules announced for day 0 events</a></li> </ul> </li> <li><a href="https://medium.com/kubeflow/kubeflow-1-0-cloud-native-ml-for-everyone-a3950202751"> Kubeflow 1.0 is out</a> <ul> <li><a href="https://cloud.google.com/blog/products/ai-machine-learning/run-ml-workflows-in-production-with-cloud-native-toolkit-kubeflow-1-0"> Google Cloud blog</a></li> </ul> </li> <li><a href="https://github.com/kubernetes/kubernetes/releases/tag/v1.18.0-beta.1"> Kubernetes 1.18-beta.1</a> <ul> <li><a href="https://docs.google.com/spreadsheets/d/1RtCvByYdcqWc6I_A1cKgeXT2tBS7SyHGvSt_DWXz270/edit#gid=936265414"> 1.18 features list</a></li> <li><a href="https://github.com/kubernetes/enhancements/issues/753">Poor unloved Sidecar Containers</a></li> </ul> </li> <li><a href="https://cd.foundation/blog/2020/02/19/screwdriver-joins-cd-foundation-as-its-first-incubation-project-treating-continuous-delivery-as-a-first-class-citizen-in-the-build-pipeline/"> Screwdriver joins CD Foundation</a> <ul> <li><a href="https://kubernetespodcast.com/episode/044-continuous-delivery-foundation/"> Episode 44, with Tracy Miranda</a></li> </ul> </li> <li><a href="https://blog.heyal.co.uk/introducing-arkade/">Introducing Arkade</a> by Alistair Hey</li> <li><a href="https://medium.com/@alexellisuk/walk-through-install-kubernetes-to-your-raspberry-pi-in-15-minutes-84a8492dc95a"> Install Kubernetes to your Raspberry Pi in 15 minutes</a> by Alex Ellis</li> <li><a href="https://blogs.vmware.com/performance/2020/02/weathervane2-kubernetes.html"> Weathervane 2.0</a> from VMware</li> <li><a href="https://docs.microsoft.com/en-us/azure/aks/spot-node-pool">AKS: Spot node pools</a> and <a href="https://docs.microsoft.com/en-us/azure/security-center/container-security#vulnerability-management---scanning-container-images"> container scanning</a></li> <li><a href="https://jerrygamblin.com/2020/02/23/on-demand-container-scanning-api/"> Vulnerable Containers API</a> by Jerry Gamblin</li> <li><a href="https://www.youtube.com/watch?v=CH7S5rE3j8w">Advanced Persistence Threats: The Future of Kubernetes Attacks</a> by Ian Coldwater and Brad Geesaman <ul> <li><a href="https://kubernetespodcast.com/episode/065-attacking-and-defending-kubernetes/"> Episode 65, with Ian Coldwater</a></li> </ul> </li> <li><a href="https://www.jeffgeerling.com/blog/2020/everyone-might-be-cluster-admin-your-kubernetes-cluster"> Everyone might be Cluster Admin in your Kubernetes cluster</a> by Jeff Geerling</li> <li><a href="https://www.globenewswire.com/news-release/2020/02/25/1990303/0/en/Latest-Mirantis-Addition-Provides-Developer-Friendly-Tool-to-Run-Kubernetes.html"> Mirantis acquires Kontena</a> <ul> <li><a href="https://kubernetespodcast.com/episode/031-kontena-pharos/">Episode 31, with Jari Kolehmainen</a></li> </ul> </li> <li><a href="https://github.com/ofek/csi-gcs#readme">CSI driver for Google Cloud Storage</a> by Ofek Lev</li> <li><a href="https://kubernetes.io/blog/2020/02/28/bring-your-ideas-to-the-world-with-kubectl-plugins/"> Bring your ideas to the world with kubectl plugins</a> by Cornelius Weig</li> <li><a href="https://neuvector.com/container-security/optimize-i-o-intensive-containers/"> Optimizing I/O intensive containers</a> by Jay Huang</li> </ul> <h3 id="links-from-the-interview">Links from the interview</h3> <ul> <li><a href="https://www.kubeflow.org/">Kubeflow</a> <ul> <li><a href="https://kubernetespodcast.com/episode/002-kubeflow/">Episode 2, with David Aronchick</a></li> <li><a href="https://www.kubeflow.org/docs/about/kubeflow/">About</a></li> <li><a href="https://www.kubeflow.org/docs/about/use-cases/">Use cases</a></li> </ul> </li> <li><a href="https://jupyter.org/">Jupyter</a> and <a href="https://www.kubeflow.org/docs/notebooks/why-use-jupyter-notebook/"> its use in Kubeflow</a></li> <li><a href="https://www.kubeflow.org/docs/components/serving/kfserving/">kfserving</a></li> <li><a href="https://medium.com/kubeflow/kubeflow-1-0-cloud-native-ml-for-everyone-a3950202751"> 1.0 release</a></li> <li><a href="https://www.kubeflow.org/docs/gke/pipelines/enable-gpu-and-tpu/">Enabling GPUs and TPUs</a></li> <li><a href="https://www.kubeflow.org/docs/about/community/">Community</a> <ul> <li><a href="https://github.com/kubeflow/community/blob/master/member_organizations.yaml"> Member organisations</a></li> </ul> </li> <li><a href="https://github.com/kubeflow/examples/tree/master/mnist">MNIST tutorial</a></li> <li><a href="https://github.com/kubeflow/kubeflow">Kubeflow on GitHub</a> and <a href="https://twitter.com/kubeflow">on Twitter</a></li> <li><a href="https://twitter.com/jeremylewi">Jeremy Lewi on Twitter</a></li> </ul>