Inventor
JANULEWICZ EMIL
CA13 patents
Patents
13 patentsUS10171161B1Jan 1, 2019
Machine learning for link parameter identification in an optical communications system
CIENA CORP57 citations97
US11277420B2Mar 15, 2022
Systems and methods to detect abnormal behavior in networks
CIENA CORP10 citations83
US11153229B2Oct 19, 2021
Autonomic resource partitions for adaptive networks
CIENA CORP7 citations83
US11126929B2Sep 21, 2021
Reinforcement learning for autonomous telecommunications networks
CIENA CORP8 citations81
US11356320B2Jun 7, 2022
Identifying and locating a root cause of issues in a network having a known topology
CIENA CORP12 citations80
US10965527B2Mar 30, 2021
Registering collaborative configuration changes of a network element in a blockchain ledger
CIENA CORP3 citations72
US11792217B2Oct 17, 2023
Systems and methods to detect abnormal behavior in networks
CIENA CORP3 citations70
US11777811B2Oct 3, 2023
Systems and methods for precisely generalized and modular underlay/overlay service and experience assurance
CIENA CORP3 citations69
US11316752B2Apr 26, 2022
Action recommendation engine (ARE) of a closed-loop machine learning (ML) system for controlling a network
CIENA CORP5 citations66
US12019712B2Jun 25, 2024
Enhanced reinforcement learning algorithms using future state prediction scaled reward values
CIENA CORP0 citations59
US11960979B2Apr 16, 2024
Reinforcement learning for autonomous telecommunications networks
CIENA CORP0 citations59
US12149284B2Nov 19, 2024
Analyzing performance of fibers and fiber connections using long-term historical data
CIENA CORP0 citations51
US11695682B2Jul 4, 2023
Optimizing Border Gateway Protocol (BGP) traffic using reinforcement learning
CIENA CORP0 citations50