Operations | Monitoring | ITSM | DevOps | Cloud

Kubeflow, the ML toolkit on K8s, now fits on your desktop and edge devices! 🚀 Kubeflow provides the cloud-native interface between Kubernetes and data science tools: libraries, frameworks, pipelines, and notebooks. > Read more about what is Kubeflow To make Kubeflow the standard cloud-native tool for MLOps within the AI landscape, the open-source community has accomplished the aggregation and integration of many projects on top of Kubernetes.

Snowflake is a cloud-native data platform that enables users to easily store, manage, analyze, and share high volumes of structured and semi-structured data. Whereas traditional data architectures often consist of multiple databases, data warehouses, and data lakes, Snowflake breaks down the silos between your different data sources and serves as a single source of truth for a wide range of simultaneous workloads.

One of the most crucial aspects of network monitoring is security monitoring. Security breaches are more common now than ever before. The whole integrity of your network is at stake if even one node gets attacked. This is why it’s vital that businesses rely on a central network security software that continuously monitors the effectiveness of the security measures in place. Having network security tools is just a small part of the bigger picture.

Do you know how much it costs to operate your software per customer, at each pricing tier? The past six months have been highly unusual to say the least. For some companies, the disruption and shift to work from home meant 100x in usage almost overnight; for others usage completely collapsed in the same time period. These sharp swings in utilization have been disruptive to cloud unit economics. Both scenarios are risky and require extreme elasticity from the technical infrastructure.