Kubernetes 1.18 adds more power, addresses shortcomings

Source:-theserverside.com Kubernetes is no doubt a powerful technology, but it has its shortcomings. For example, debugging under Kubernetes has always been a challenge. When it started out, Kubernetes was intended to run on Linux systems, and running Kubernetes under Windows has yet to achieve its full potential. Also, there are still troubles with how to manage unintended changes that that could corrupt an entire Kubernetes cluster. Kubernetes 1.18 promises to provide several features that will address these shortcomings. Let’s look

Google Announces Cloud AI Platform Pipelines to Simplify Machine Learning Development

Source:-infoq.com In a recent blog post, Google announced the beta of Cloud AI Platform Pipelines, which provides users with a way to deploy robust, repeatable machine learning pipelines along with monitoring, auditing, version tracking, and reproducibility. With Cloud AI Pipelines, Google can help organizations adopt the practice of Machine Learning Operations, also known as MLOps – a term for applying DevOps practices to help users automate, manage, and audit ML workflows. Typically, these practices involve data preparation and analysis, training,