Ioan-Sorin Comsa

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 21

Top Topics

Heterogeneous Wireless Networks

Online Education

Top Venues

IEEE Trans. Broadcast.

IEEE Trans. Netw. Serv. Manag.

Publications

Ioan-Sorin Comsa, Andreea Molnar, Irina Tal, Christof Imhof, Per Bergamin, Gabriel-Miro Muntean, Cristina Hava Muntean, Ramona Trestian
Improved Quality of Online Education Using Prioritized Multi-Agent Reinforcement Learning for Video Traffic Scheduling. IEEE Trans. Broadcast. 69 (2) (2023)
Alexandra Covaci, Estêvão B. Saleme, Gebremariam Mesfin, Ioan-Sorin Comsa, Ramona Trestian, Celso A. S. Santos, George Ghinea
Multisensory 360° Videos Under Varying Resolution Levels Enhance Presence. IEEE Trans. Vis. Comput. Graph. 29 (4) (2023)
Christof Imhof, Ioan-Sorin Comsa, Martin Hlosta, Behnam Parsaeifard, Ivan Moser, Per Bergamin
Prediction of Dilatory Behavior in eLearning: A Comparison of Multiple Machine Learning Models. IEEE Trans. Learn. Technol. 16 (5) (2023)
Ivan Moser, Ioan-Sorin Comsa, Behnam Parsaeifard, Per Bergamin
Work-in-Progress-Motion Tracking Data as a Proxy for Cognitive Load in Immersive Learning. iLRN (2022)
Ahmed Al-Jawad, Ioan-Sorin Comsa, Purav Shah, Ramona Trestian
LearnSDN: Optimizing Routing Over Multimedia-based 5G-SDN using Machine Learning. COMM (2022)
Christof Imhof, Ioan-Sorin Comsa, Martin Hlosta, Behnam Parsaeifard, Ivan Moser, Per Bergamin
Prediction of Dilatory Behavior in eLearning: A Comparison of Multiple Machine Learning Models. CoRR (2022)
Estêvão B. Saleme, Alexandra Covaci, Gebremariam Assres, Ioan-Sorin Comsa, Ramona Trestian, Celso A. S. Santos, Gheorghita Ghinea
mulsemedia QoE. Int. J. Hum. Comput. Stud. 146 (2021)
Ioan-Sorin Comsa, Gabriel-Miro Muntean, Ramona Trestian
An Innovative Machine-Learning-Based Scheduling Solution for Improving Live UHD Video Streaming Quality in Highly Dynamic Network Environments. IEEE Trans. Broadcast. 67 (1) (2021)
Ioan-Sorin Comsa, Andreea Molnar, Irina Tal, Per Bergamin, Gabriel-Miro Muntean, Cristina Hava Muntean, Ramona Trestian
A Machine Learning Resource Allocation Solution to Improve Video Quality in Remote Education. IEEE Trans. Broadcast. 67 (3) (2021)
Ahmed Al-Jawad, Ioan-Sorin Comsa, Purav Shah, Orhan Gemikonakli, Ramona Trestian
An Innovative Reinforcement Learning-Based Framework for Quality of Service Provisioning Over Multimedia-Based SDN Environments. IEEE Trans. Broadcast. 67 (4) (2021)
Ahmed Al-Jawad, Ioan-Sorin Comsa, Purav Shah, Orhan Gemikonakli, Ramona Trestian
REDO: A Reinforcement Learning-based Dynamic Routing Algorithm Selection Method for SDN. NFV-SDN (2021)
Ioan-Sorin Comsa, Estêvão Bissoli Saleme, Alexandra Covaci, Gebremariam Mesfin Assres, Ramona Trestian, Celso A. S. Santos, Gheorghita Ghinea
Do I Smell Coffee? The Tale of a 360° Mulsemedia Experience. IEEE Multim. 27 (1) (2020)
Ahmed Al-Jawad, Purav Shah, Orhan Gemikonakli, Ioan-Sorin Comsa, Ramona Trestian
Performance Evaluation of Routing Strategies over Multimedia-based SDNs under Realistic Environments. NetSoft (2020)
Ioan-Sorin Comsa, Ramona Trestian, Gabriel-Miro Muntean, Gheorghita Ghinea
5MART: A 5G SMART Scheduling Framework for Optimizing QoS Through Reinforcement Learning. IEEE Trans. Netw. Serv. Manag. 17 (2) (2020)
Alexandra Covaci, Ramona Trestian, Estêvão Bissoli Saleme, Ioan-Sorin Comsa, Gebremariam Assres, Celso A. S. Santos, Gheorghita Ghinea
360° Mulsemedia: A Way to Improve Subjective QoE in 360° Videos. ACM Multimedia (2019)
Ioan-Sorin Comsa, Sijing Zhang, Mehmet Aydin, Pierre Kuonen, Ramona Trestian, Gheorghita Ghinea
A Comparison of Reinforcement Learning Algorithms in Fairness-Oriented OFDMA Schedulers. Inf. 10 (10) (2019)
Ioan-Sorin Comsa, Sijing Zhang, Mehmet Aydin, Pierre Kuonen, Ramona Trestian, Gheorghita Ghinea
Enhancing User Fairness in OFDMA Radio Access Networks Through Machine Learning. Wireless Days (2019)
Ioan-Sorin Comsa, Ramona Trestian, Gheorghita Ghinea
360° Mulsemedia Experience over Next Generation Wireless Networks - A Reinforcement Learning Approach. QoMEX (2018)
Ramona Trestian, Ioan-Sorin Comsa, Mehmet Fatih Tüysüz
Seamless Multimedia Delivery Within a Heterogeneous Wireless Networks Environment: Are We There Yet? IEEE Commun. Surv. Tutorials 20 (2) (2018)
Ioan-Sorin Comsa, Sijing Zhang, Mehmet Emin Aydin, Pierre Kuonen, Yao Lu, Ramona Trestian, Gheorghita Ghinea
Towards 5G: A Reinforcement Learning-Based Scheduling Solution for Data Traffic Management. IEEE Trans. Netw. Serv. Manag. 15 (4) (2018)
Ioan-Sorin Comsa, Antonio De Domenico, Dimitri Ktenas
QoS-Driven Scheduling in 5G Radio Access Networks - A Reinforcement Learning Approach. GLOBECOM (2017)