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The latest News and Information on Containers, Kubernetes, Docker and related technologies.

Building Machine Learning Pipelines with Kubeflow

In part one of this series, I introduced you to Kubeflow, a machine learning platform for teams that need to build machine learning pipelines. In this section, we will learn how to take an existing machine learning project and turn it into a Kubeflow machine learning pipeline, which in turn can be deployed onto Kubernetes. As you are going through this exercise, think about how you can convert your existing machine learning projects into a Kubeflow one.

Enabling multicloud K8s communication with Skupper

There are many challenges that engineering teams face when attempting to incorporate a multi-cloud approach into their infrastructure goals. Kubernetes does a good job of addressing some of these issues, but managing the communication of clusters that span multiple cloud providers in multiple regions can become a daunting task for teams. Often this requires complex VPNs and special firewall rules to multi-cloud cluster communication.

Kubernetes Security: Lateral Movement Detection and Defense

What is Lateral Movement? Lateral movement refers to the techniques that a cyber-attacker uses, after gaining initial access, to move deeper into a network in search of sensitive data and other high-value assets. Lateral movement techniques are widely used in sophisticated cyber-attacks such as advanced persistent threats (APTs).

May 2020 Online Meetup - Simplified Cloud Native Distributed Storage with Longhorn

This is the recording of the special global meetup to celebrate the GA launch of the CNCF project Longhorn. When combined with Rancher, Longhorn provides DevOps teams with a lightweight, reliable cloud-native management and storage orchestration platform for any Kubernetes environment.

Top 4 must-monitor API Gateway metrics

Marc Andreessen famously said, “Software is eating the world.” Dr. Steve Willmott subsequently retorted, “APIs are eating software.” This is because API based architectures are enabling companies to get away from monolithic architectures and move to microservices. Innovative, disruptive companies like Netflix, Airbnb, Uber, Square, and Slack all build their infrastructure and technology using APIs.

New and improved dashboards: PromQL, Teams sharing, and more!

To accompany Sysdig’s announcement of the first cloud-scale Prometheus monitoring offering, we had to re-architect our dashboarding experience from the ground up to support the Prometheus query language, PromQL. The query language is the standard method to query metrics within the ecosystem, and it’s an entirely new way to slice and dice metrics within Sysdig Monitor.

LogDNA | Log Management for the Kubernetes Age

LogDNA is a modern log management solution that empowers DevOps teams with the insights that they need to develop and debug their applications with ease. Users can get up and running in minutes, see logs from any source instantly in Live Tail, and effortlessly search them with natural language. Custom Parsing, Views, and Alerts put users in control of their data every step of the way.