RNN is a modern branch of machine learning that offers enormous promise in the field of AIOps, particularly for performance optimization. In the past, RNN have been used to show how a machine can learn how to play a game of pong, or similar task, but at Opsani we use it to tune cloud based services. We have seen improvements of 2x-3x using this method.
What you will learn: -The different branches of ML within AI. How a neural network learns using reinforcement.
- How Opsani uses RNN to improve application performance while cutting costs, for a critical cloud applications
- How to extend the CI/CD process to seamlessly incorporate CO — Continuous Optimization