Sep 23–26, 2019

Tony Xing
Senior Product Manager, Microsoft

Tony Xing is a senior product manager on the AI, data, and infrastructure (AIDI) team within Microsoft’s AI and Research Organization. Previously, he was a senior product manager on the Skype data team within Microsoft’s Application and Service Group, where he worked on products for data ingestion, real-time data analytics, and the data quality platform.

Sessions

2:55pm–3:35pm Wednesday, September 25, 2019

Location: 1A 06/07

Introducing a new anomaly detection algorithm (SR-CNN) inspired by computer vision

Data Science, Machine Learning, & AI

Secondary topics: Deep Learning, Temporal data and time-series analytics

Tony Xing (Microsoft), Congrui Huang (Microsoft), Qiyang Li (Microsoft), Wenyi Yang (Microsoft)

Anomaly detection may sound old fashioned, yet it's super important in many industry applications. Tony Xing, Congrui Huang, Qiyang Li, and Wenyi Yang detail a novel anomaly-detection algorithm based on spectral residual (SR) and convolutional neural network (CNN) and how this method was applied in the monitoring system supporting Microsoft AIOps and business incident prevention. Read more.