How we approached IT incident predictions through chaos theory
In this blog, we have introduced the basics of chaos theory and complex systems, including how system incidents and failure prediction have been tackled in the past through deep learning. We have also offered ideas on how chaotic time series analysis can be leveraged to approach this problem. IT teams in large technology companies spend years building networked systems and connected applications. Now, especially in the middle of a worldwide pandemic, software reliability is paramount.