公开(公告)号：US09699049B2

公开(公告)日：2017-07-04

申请号：US14586381

申请日：2014-12-30

Applicant: eBay Inc.

Inventor： Chaitali Gupta ,  Mayank Bansal ,  Tzu-Cheng Chuang ,  Ranjan Sinha ,  Sami Ben-Romdhane

IPC: H04L12/26 ,  H04L12/24 ,  G06N99/00

CPC classification number: H04L43/08 ,  G06N99/005 ,  H04L41/0896 ,  H04L41/142 ,  H04L41/147 ,  H04L41/16

Abstract: In an example embodiment, clusters of nodes in a network are monitored. Then the monitored data may be stored in an open time-series database. Data from the open time-series database is collected and labeled it as training data. Then a model is built through machine learning using the training data. Additional data is retrieved from the open time-series database. The additional data is left as unlabeled. Anomalies in the unlabeled data are computed using the model, producing prediction outcomes and metrics. Finally, the prediction outcomes and the network.