Sledovat
David Côté
David Côté
Chief Data Scientist, Blue Planet division of Ciena
E-mailová adresa ověřena na: ciena.com
Název
Citace
Citace
Rok
Saits: Self-attention-based imputation for time series
W Du, D Côté, Y Liu
Expert Systems with Applications 219, 119619, 2023
2072023
Using machine learning in communication networks
D Côté
Journal of Optical Communications and Networking 10 (10), D100-D109, 2018
962018
Systems and methods for proactive network operations
SA Bhalla, M Wissa, T Triplet, C David
US Patent 11,271,795, 2022
672022
Systems and methods for automated feature selection and pattern discovery of multi-variate time-series
T Triplet, C David, M Davies, A Shahid, K Kim, Y Liu
US Patent 11,048,727, 2021
402021
Network service pricing and resource management in a software defined networking environment
P Djukic, T Morris, R Armolavicius, MH Auster, CF Janz, C David
US Patent 9,838,271, 2017
332017
Machine learning-based network status detection and fault localization
AR Mohammed, SA Mohammed, D Côté, S Shirmohammadi
IEEE Transactions on instrumentation and measurement 70, 1-10, 2021
262021
Automatic labeling of telecommunication network data to train supervised machine learning
C David, T Triplet
US Patent App. 16/443,948, 2019
222019
Practical considerations for near-zero margin network design and deployment
DW Boertjes, M Reimer, D Côté
Journal of Optical Communications and Networking 11 (9), C25-C34, 2019
212019
A machine-learning-based action recommender for network operation centers
SA Mohammed, AR Mohammed, D Côté, S Shirmohammadi
IEEE Transactions on Network and Service Management 18 (3), 2702-2713, 2021
202021
Machine learning systems and methods to predict abnormal behavior in networks and network data labeling
C David, E Janulewicz, M Davies, T Triplet, A Shahid, O Simard
US Patent App. 16/296,710, 2019
202019
Identifying and locating a root cause of issues in a network having a known topology
C David, P Djukic, T Triplet, T Morris, P Gosse, D Dennis, E Janulewicz, ...
US Patent 11,356,320, 2022
192022
Forecasting video QoE with deep learning from multivariate time-series
HE Dinaki, S Shirmohammadi, E Janulewicz, D Côté
IEEE Open Journal of Signal Processing 2, 512-521, 2021
192021
Machine learning for link parameter identification in an optical communications system
C David, E Janulewicz, T Triplet, Q Zhuge, Y Yu, Y Liu
US Patent 10,171,161, 2019
172019
Dynamic bandwidth control systems and methods in software defined networking
D Cote, W Webb, S Slobodrian
US Patent 10,187,318, 2019
162019
Reinforcement learning for autonomous telecommunications networks
E Janulewicz, C David, GS Shami, O Simard, T Triplet
US Patent 11,126,929, 2021
142021
SDN orchestration and optimization of antennas and frequencies in radio access networks
C David, H Aung, RM Elbaz
US Patent 9,924,392, 2018
142018
Systems and methods to detect and characterize fake cell towers
D Cote, H Aung, RM Elbaz, L Blyth
US Patent 9,485,660, 2016
142016
Forecasting loss of signal in optical networks with machine learning
W Du, D Côté, C Barber, Y Liu
Journal of Optical Communications and Networking 13 (10), E109-E121, 2021
122021
Registering collaborative configuration changes of a network element in a blockchain ledger
T Triplet, E Janulewicz, C David
US Patent 10,965,527, 2021
122021
Deep learning-based fault localization in video networks using only client-side QoE
HE Dinaki, S Shirmohammadi, E Janulewicz, D Côté
IEEE Transactions on Artificial Intelligence 1 (2), 130-138, 2020
112020
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Články 1–20