Abdolkhalegh Bayati

Publication Activity (10 Years)

Years Active: 2011-2020
Publications (10 Years): 8

Top Topics

Gaussian Process Regression

Energy Efficiency

Network Traffic

Hyperparameters

Top Venues

iThings/GreenCom/CPSCom/SmartData

IEEE Commun. Lett.

Publications

Si Saber Meriem Amina, Mehdi Ghorbani, Abdolkhalegh Bayati, Kim Khoa Nguyen, Mohamed Cheriet
Online Data Center Traffic Classification Based on Inter-Flow Correlations. IEEE Access 8 (2020)
Abdolkhalegh Bayati, Kim Khoa Nguyen, Mohamed Cheriet
Gaussian Process Regression Ensemble Model for Network Traffic Prediction. IEEE Access 8 (2020)
Abdolkhalegh Bayati, Kim Khoa Nguyen, Mohamed Cheriet
Greening The Network Using Traffic Prediction and Link Rate Adaptation. StICT (2019)
Abdolkhalegh Bayati, Kim Khoa Nguyen, Mohamed Cheriet
Embedding Multiple-Step-Ahead Traffic Prediction in Network Energy Efficiency Problem. IWCMC (2019)
Sadegh Aghabozorgi, Abdolkhalegh Bayati, Kim Khoa Nguyen, Charles L. Despins, Mohamed Cheriet
Toward Predictive Handover Mechanism in Software-Defined Enterprise Wi-Fi Networks. StICT (2019)
Abdolkhalegh Bayati, Kim Khoa Nguyen, Mohamed Cheriet
Multiple-Step-Ahead Traffic Prediction in High-Speed Networks. IEEE Commun. Lett. 22 (12) (2018)
Si Saber Meriem Amina, Abdolkhalegh Bayati, Kim Khoa Nguyen, Mohamed Cheriet
Featuring Real-Time Imbalanced Network Traffic Classification. iThings/GreenCom/CPSCom/SmartData (2018)
Abdolkhalegh Bayati, Vahid Asghari, Kim Khoa Nguyen, Mohamed Cheriet
Gaussian Process Regression Based Traffic Modeling and Prediction in High-Speed Networks. GLOBECOM (2016)
Hadi Asheri, Abdolkhalegh Bayati, Hamid R. Rabiee, Mohammad H. Rohban
Motion vector recovery with Gaussian Process Regression. ICASSP (2011)