Abstract: We conducted unsupervised learning of two independent failures including optical fiber bending and ROADM optical filter shift using a VAE model. We successfully detected these anomalies with ...

Even in auto racing, it’s all about the data today. Amazon Web Services Inc. is a global partner of Formula One and has been the official cloud and machine learning provider for the league since 2018.

Abstract: Microservice architecture offers great scalability and flexibility to the development of online servicessystems. Performance anomalies, which happen frequently due to code bugs or runtime ...