Beyond throughput: A 4G LTE dataset with channel and context metrics D Raca, JJ Quinlan, AH Zahran, CJ Sreenan Proceedings of the 9th ACM multimedia systems conference, 460-465, 2018 | 191 | 2018 |
Beyond throughput, the next generation: A 5G dataset with channel and context metrics D Raca, D Leahy, CJ Sreenan, JJ Quinlan Proceedings of the 11th ACM multimedia systems conference, 303-308, 2020 | 170 | 2020 |
On leveraging machine and deep learning for throughput prediction in cellular networks: Design, performance, and challenges D Raca, AH Zahran, CJ Sreenan, RK Sinha, E Halepovic, R Jana, ... IEEE Communications Magazine 58 (3), 11-17, 2020 | 71 | 2020 |
Arbiter+: Adaptive rate-based intelligent http streaming algorithm for mobile networks AH Zahran, D Raca, CJ Sreenan IEEE Transactions on Mobile Computing 17 (12), 2716-2728, 2018 | 52 | 2018 |
OSCAR: An optimized stall-cautious adaptive bitrate streaming algorithm for mobile networks AH Zahran, J Quinlan, D Raca, CJ Sreenan, E Halepovic, RK Sinha, ... Proceedings of the 8th International Workshop on Mobile Video, 1-6, 2016 | 32 | 2016 |
Empowering video players in cellular: Throughput prediction from radio network measurements D Raca, AH Zahran, CJ Sreenan, RK Sinha, E Halepovic, R Jana, ... Proceedings of the 10th ACM Multimedia Systems Conference, 201-212, 2019 | 31 | 2019 |
System and method for throughput prediction for cellular networks R Jana, E Halepovic, R Sinha, V Gopalakrishnan, A Zahran, D Raca, ... US Patent 10,693,575, 2020 | 24 | 2020 |
Incorporating prediction into adaptive streaming algorithms: A QoE perspective D Raca, AH Zahran, CJ Sreenan, RK Sinha, E Halepovic, R Jana, ... Proceedings of the 28th ACM SIGMM Workshop on Network and Operating Systems …, 2018 | 21 | 2018 |
Back to the future: Throughput prediction for cellular networks using radio KPIs D Raca, AH Zahran, CJ Sreenan, RK Sinha, E Halepovic, R Jana, ... Proceedings of the 4th ACM Workshop on Hot Topics in Wireless, 37-41, 2017 | 21 | 2017 |
A supervised machine learning approach for dash video qoe prediction in 5g networks R Ul Mustafa, S Ferlin, C Esteve Rothenberg, D Raca, J J. Quinlan Proceedings of the 16th ACM symposium on QoS and security for wireless and …, 2020 | 20 | 2020 |
Godash—go accelerated has framework for rapid prototyping D Raca, M Manifacier, JJ Quinlan 2020 Twelfth International Conference on Quality of Multimedia Experience …, 2020 | 18 | 2020 |
SMASH: A supervised machine learning approach to adaptive video streaming over HTTP Y Sani, D Raca, JJ Quinlan, CJ Sreenan 2020 twelfth international conference on quality of multimedia experience …, 2020 | 16 | 2020 |
Dynamic codec selection algorithm for VoIP M Sulovic, D Raca, M Hadzialic, N Hadziahmetovic Proc. 6th International Conference on Digital Telecommunications (ICDT 2011 …, 2011 | 12 | 2011 |
Observability analysis for large-scale power systems using factor graphs M Cosovic, M Delalic, D Raca, D Vukobratovic IEEE Transactions on Power Systems 36 (5), 4791-4799, 2021 | 10 | 2021 |
D-LiTE: A platform for evaluating DASH performance over a simulated LTE network JJ Quinlan, D Raca, AH Zahran, A Khalid, KK Ramakrishnan, CJ Sreenan 2016 IEEE International Symposium on Local and Metropolitan Area Networks …, 2016 | 10 | 2016 |
DASHbed: a testbed framework for large scale empirical evaluation of real-time DASH in wireless scenarios D Raca, Y Sani, CJ Sreenan, JJ Quinlan Proceedings of the 10th ACM Multimedia Systems Conference, 285-290, 2019 | 8 | 2019 |
Near real-time distributed state estimation via ai/ml-empowered 5g networks O Kundacina, M Forcan, M Cosovic, D Raca, M Dzaferagic, D Miskovic, ... 2022 IEEE International Conference on Communications, Control, and Computing …, 2022 | 7 | 2022 |
System and method for throughput prediction for cellular networks R Jana, E Halepovic, R Sinha, V Gopalakrishnan, A Zahran, D Raca, ... US Patent 11,476,959, 2022 | 7 | 2022 |
DASH QoE performance evaluation framework with 5G datasets RU Mustafa, MT Islam, C Rothenberg, S Ferlin, D Raca, JJ Quinlan 2020 16th International Conference on Network and Service Management (CNSM), 1-6, 2020 | 7 | 2020 |
godash 2.0-the next evolution of HAS evaluation J O'Sullivan, D Raca, JJ Quinlan 2020 IEEE 21st International Symposium on" A World of Wireless, Mobile and …, 2020 | 7 | 2020 |