There is no shortage of options when it comes to real-time monitoring applications. There are several that allow preventive as well as corrective actions notifying the administration team well in advance. However, as Metric Collector and Metric Storage, Telegraf and AWS CloudWatch, respectively, offer much more than this. …

Intro

Containerization technology is greatly simplified GPU computations for machine learning by wrapping software stack above Kernel level in containers and allowing to juggle with different combinations of frameworks, low level libraries, and hardware drivers. Technologies like nvidia-docker even unlocked new stack combinations (driver plus CUDA toolkit) that were not…

Proper monitoring is a foundation for mindful configuration management. It’s a prerequisite for any optimization effort. Monitoring is useless without the ability to act on the insight.

What most monitoring solutions lack is easy access to instant and relevant action upon insights you gather. This post is about a bot-based…

RocketCompute Dev Team

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