AIOps Virtana AWS StormForge microservices MLMD machine learning MLOps

The Most Crucial Component in an ML Pipeline is Invisible

The process of building and training machine learning models is always in the spotlight. There is a lot of talk about different Neural Network architectures, or new frameworks, facilitating the idea-to-implementation transition ...
Kubernetes data orchestration

Big Little Lies in Persistent Data Orchestration

When vendors scramble to solve intractable technology problems, they sometimes make claims that have, let’s say, a tenuous relationship with reality. Take the subject of data orchestration for container-based applications. As more ...