Success: Thank you for
subscribing! You will begin receiving emails as new content is posted. You may unsubscribe any time by
clicking the link in the email.
Kubeflow news
Your weekly update of curated kubeflow news from across the web.
David Aronchick, co-founder of Kubeflow and head of OSS ML Strategy at Microsoft explains how you can use Kubeflow and MLOps to secure your AI/ML workloads.
Canonical, the publisher of Ubuntu, announces Kubeflow operators and packages.
Within the last week, Canonical announced two new technologies that aim at improving the Kubeflow experience:
Charmed Kubeflow – A set of Kubeflow charm operators, that leverage Juju OLM technology for lifecycle management of the applications inside Kubeflow. Read the announcement.
Lightweight Kubeflow bundles – two new packages of pre-selected applications from the Kubeflow bundle to fit desktop (Kubeflow lite) and edge scenarios (Kubeflow edge). Read blog post.
Kubeflow 1.1 is out!
24 August 2020
New release, increased capabilities.
After 6 months since the release of 1.0, Kubeflow releases a new version with increased capabilities.
This new version has focused on improving ML Workflow Productivity, Isolation and Security, and GitOps. Here is a list of the enhanced features:
Fairing and Kale (Kubeflow Automated pipeLines Engine) for end-to-end workflows.
Katib hyperparameter tuning:
New frameworks & algorithms (goptuna with CMA-ES, DARTS, chocolate, hyperopt, skopt).
Flexible config & tuning options (new python SDK, experiments with undefined goal, new UI, new resume policy).
Install and operations to support GitOps, using blueprints and kpt primitives.
Isolation and security: multi-user Kubeflow pipelines, CVE scanning, and support for Google’s Private GKE and Anthos.
MXNet and XGBoost distributed training operators, simplify training on multiple nodes, and speeds model creation.
The Kubeflow 101 series of short videos is a great way to quickly get up to speed on Kubeflow concepts. This week, Stephanie Wong guides us through Hyperparameters and how you can use Katib to achieve the
Kubeflow with Amazon Sagemaker
Shashank Prasanna, Senior Developer Advocate at AWS walks viewers on how to get the best out of Kubeflow and Amazon Sagemaker, in the same stack.