Operations | Monitoring | ITSM | DevOps | Cloud

July 2021

Accelerating Machine Learning with MLOps and FuseML: Part One

Building successful machine learning (ML) production systems requires a specialized re-interpretation of the traditional DevOps culture and methodologies. MLOps, short for machine learning operations, is a relatively new engineering discipline and a set of practices meant to improve the collaboration and communication between the various roles and teams that together manage the end-to-end lifecycle of machine learning projects.

Kubernetes Master Class - Disaster Recovery with Rancher and Kubernetes

Everything breaks at some point; whether it is infrastructure (DNS, network, storage, etc.) or Kubernetes itself, something will fail eventually. In this session, we will walk through some common failure scenarios, including identifying failures and how to respond to them in the fastest way possible using the same troubleshooting steps, scripts, and tools Rancher Support uses when supporting our Enterprise customers.

Kubernetes Master Class - Scaling Kubernetes Nodes From Rancher

Take a deep dive with Staff Engineer Luther Monson into the new node pool scale down feature recently released in Rancher v2.5.6. This masterclass will walk you through everything you will need to know to go from zero to a scaling Kubernetes cluster using Rancher. We will explore using the cluster autoscaler in tandem with this new feature to scale pools on demand. Watch a full demo of a cluster sizing up and down to load while using a custom cloud provider built for the Rancher API.