Grafana is coming off the wall. To make it more useful for interactive debugging, David and his team have already integrated two pillars of observability - metrics and logs. They are currently addin …

In order to provide zero-config observability for service owners running their application on Kubernetes, Linkerd 2.0 needs to scale to any size Kubernetes cluster. In this talk, Andrew Seigner from t …

IMPORTANT NOTE:Due to the nature of tutorials, this session has been placed in a smaller capacity room to help facilitate a conducive learning environment. Space is very limited and seating will be g …

Prometheus is an open source monitoring and alerting toolkit, while Grafana is the leading open source software for time series analytics. Jess Portnoy explores the Prometheus architecture and its various tools and walks you through erecting an end-to-end monitoring and alerting infrastructure with the Prometheus stack.

When the team at Scality looked for options to deploy Kubernetes on-prem, we found no option focusing on ease of operations and local storage provisioning. We released MetalK8s, an opinionated K8s d …

Mathew Salvaris, Miguel Gonzalez-Fierro, and Ilia Karmanov offer a comparison of two platforms for running distributed deep learning training in the cloud, using a ResNet network trained on the ImageNet dataset as an example. You'll examine the performance of each as the number of nodes scales and learn some tips and tricks as well as some pitfalls to watch out for.

Having Microservices without proper monitoring tools is like driving the freeway without lights at night. One of those proper tools is Prometheus. In this workshop I will discuss/show * the general ar …

As spark applications move to a containerized environment, there are many questions about how to best configure server systems in the container world. In this talk we will demonstrate a set of tools t …

Loodse and CoreOS run many different setups across multiple heterogeneous public and private clouds. In this context, they faced some challenges with deploying the monitoring infrastructure. Matthias …

Burkhard Noltensmeier shares his experience developing a Microservice data aquisition platform on Kubernetes. The Platform consists of Edge Devices with to import Machine Data from factory floor or bu …