公开(公告)号：EP3903453A1

公开(公告)日：2021-11-03

申请号：EP20709902.9

申请日：2020-02-06

申请人： Ciena Corporation

发明人： ONG, Lyndon, Y. ,  CÔTÉ, David ,  RANGANATHAN, Raghuraman ,  TRIPLET, Thomas ,  BHALLA, Shelly, A. ,  WISSA, Magdi

IPC分类号： H04L12/24 ,  G06N20/20 ,  G06N3/00

公开(公告)号：EP4149075A1

公开(公告)日：2023-03-15

申请号：EP22193945.7

申请日：2022-09-05

申请人： Ciena Corporation

发明人： CÔTÉ, David ,  VENKATACHALAM, Maheshwaran ,  TRIPLET, Thomas ,  PURANIK, Sudhan ,  BRAHMANKAR, Saurabh Dinesh ,  DOELLING, Phillip ,  DEORE, Yogeshwar Chatur

IPC分类号： H04L41/06 ,  H04L41/16

摘要： Systems and methods (100) include receiving (102) alarms from a network; utilizing (104) a machine learning model to classify the alarms as one of important and non-important; and displaying (106) the important alarms and suppressing display of the non-important alarms. The systems and methods can further include training (108) the machine learning model with historical alarm data that includes features related to an associated device and comments related to how a Network Operations Center (NOC) handles an associated alarm or group of alarms. The training (108) can be via supervised machine learning with the features used as labels or via reinforcement learning with the features used as a reward.