公开(公告)号：US12238129B2

公开(公告)日：2025-02-25

申请号：US17783240

申请日：2020-11-17

Applicant: Microsoft Technology Licensing, LLC

Inventor： Congrui Huang ,  Yujing Wang ,  Bixiong Xu ,  Guodong Xing ,  Mao Yang ,  Jie Tong ,  Jing Bai ,  Meng Ai ,  Qi Zhang

IPC: H04L9/40 ,  H04L41/16

Abstract: Methods and apparatuses for implementing customized anomaly detection. A time-series data including a plurality of data points is obtained. Anomaly detection is performed to the time-series data with an anomaly detection model. A feedback associated with an anomaly detection result of at least one data point in the time-series data is received. The anomaly detection model is updated based at least on the feedback through reinforcement learning.

公开(公告)号：US20230029794A1

公开(公告)日：2023-02-02

申请号：US17783240

申请日：2020-11-17

Applicant: Microsoft Technology Licensing, LLC

Inventor： Congrui Huang ,  Yujing Wang ,  Bixiong Xu ,  Guodong Xing ,  Mao Yang ,  Jie Tong ,  Jing Bai ,  Meng Ai ,  Qi Zhang

IPC: H04L9/40 ,  H04L41/16

Abstract: Methods and apparatuses for implementing customized anomaly detection. A time-series data including a plurality of data points is obtained. Anomaly detection is performed to the time-series data with an anomaly detection model. A feedback associated with an anomaly detection result of at least one data point in the time-series data is received. The anomaly detection model is updated based at least on the feedback through reinforcement learning.