Darijo Raca

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 27

Top Topics

Cellular Networks

Video Streaming

Supervised Machine Learning

Empirical Evaluation

Top Venues

Publications

Killian Nolan, Darijo Raca, Gregory Provan, Ahmed H. Zahran
MATURE: Multistage Throughput Prediction for Adaptive Video Streaming in Cellular Networks. NOSSDAV (2024)
Darijo Raca, Yogita Jadhav, Jason J. Quinlan, Ahmed H. Zahran
360 Video DASH Dataset. MMSys (2023)
Mirsad Cosovic, Dragisa Miskovic, Muhamed Delalic, Darijo Raca, Dejan Vukobratovic
Distributed Inference Over Linear Models Using Alternating Gaussian Belief Propagation. IEEE Internet Things J. 10 (22) (2023)
Darijo Raca, Jason J. Quinlan, Ahmed H. Zahran, Cormac J. Sreenan, Riten Gupta, Abhishek Tiwari
Quantifying the Impact of Base Station Metrics on LTE Resource Block Prediction Accuracy. INFOCOM Workshops (2023)
Kerim Hodzic, Mirsad Cosovic, Sasa Mrdovic, Jason J. Quinlan, Darijo Raca
Realistic video sequences for subjective QoE analysis. MMSys (2022)
Darijo Raca, Meghana Salian, Ahmed H. Zahran
Enabling scalable emulation of differentiated services in mininet. MMSys (2022)
Kerim Hodzic, Mirsad Cosovic, Sasa Mrdovic, Jason J. Quinlan, Darijo Raca
Realistic Video Sequences for Subjective QoE Analysis. CoRR (2022)
Ognjen Kundacina, Miodrag Forcan, Mirsad Cosovic, Darijo Raca, Merim Dzaferagic, Dragisa Miskovic, Mirjana Maksimovic, Dejan Vukobratovic
Near Real-Time Distributed State Estimation via AI/ML-Empowered 5G Networks. CoRR (2022)
Mirsad Cosovic, Dragisa Miskovic, Muhamed Delalic, Darijo Raca, Dejan Vukobratovic
Distributed Inference over Linear Models using Alternating Gaussian Belief Propagation. CoRR (2022)
Ognjen Kundacina, Miodrag Forcan, Mirsad Cosovic, Darijo Raca, Merim Dzaferagic, Dragisa Miskovic, Mirjana Maksimovic, Dejan Vukobratovic
Near Real-Time Distributed State Estimation via AI/ML-Empowered 5G Networks. SmartGridComm (2022)
Dino Zivojevic, Muhamed Delalic, Darijo Raca, Dejan Vukobratovic, Mirsad Cosovic
Distributed Weighted Least-Squares and Gaussian Belief Propagation: An Integrated Approach. SmartGridComm (2021)
Raza Ul-Mustafa, Simone Ferlin, Christian Esteve Rothenberg, Darijo Raca, Jason J. Quinlan
A Supervised Machine Learning Approach for DASH Video QoE Prediction in 5G Networks. Q2SWinet (2020)
Darijo Raca, Maëlle Manifacier, Jason J. Quinlan
goDASH - GO Accelerated HAS Framework for Rapid Prototyping. QoMEX (2020)
Darijo Raca, Ahmed H. Zahran, Cormac J. Sreenan, Rakesh K. Sinha, Emir Halepovic, Rittwik Jana, Vijay Gopalakrishnan
On Leveraging Machine and Deep Learning for Throughput Prediction in Cellular Networks: Design, Performance, and Challenges. IEEE Commun. Mag. 58 (3) (2020)
Raza Ul-Mustafa, Md Tariqul Islam, Christian Esteve Rothenberg, Simone Ferlin, Darijo Raca, Jason J. Quinlan
DASH QoE Performance Evaluation Framework with 5G Datasets. CNSM (2020)
Yusuf Sani, Darijo Raca, Jason J. Quinlan, Cormac J. Sreenan
SMASH: A Supervised Machine Learning Approach to Adaptive Video Streaming over HTTP. QoMEX (2020)
Darijo Raca, Dylan Leahy, Cormac J. Sreenan, Jason J. Quinlan
Beyond throughput, the next generation: a 5G dataset with channel and context metrics. MMSys (2020)
John O'Sullivan, Darijo Raca, Jason J. Quinlan
Godash 2.0 - The Next Evolution of HAS Evaluation. WoWMoM (2020)
Darijo Raca, Ahmed H. Zahran, Cormac J. Sreenan, Rakesh K. Sinha, Emir Halepovic, Rittwik Jana, Vijay Gopalakrishnan, Balagangadhar G. Bathula, Matteo Varvello
Empowering video players in cellular: throughput prediction from radio network measurements. MMSys (2019)
Darijo Raca, Yusuf Sani, Cormac J. Sreenan, Jason J. Quinlan
DASHbed: a testbed framework for large scale empirical evaluation of real-time DASH in wireless scenarios. MMSys (2019)
Darijo Raca, Jason J. Quinlan, Ahmed H. Zahran, Cormac J. Sreenan
Beyond throughput: a 4G LTE dataset with channel and context metrics. MMSys (2018)
Darijo Raca, Ahmed H. Zahran, Cormac J. Sreenan, Rakesh K. Sinha, Emir Halepovic, Rittwik Jana, Vijay Gopalakrishnan, Balagangadhar G. Bathula, Matteo Varvello
Incorporating Prediction into Adaptive Streaming Algorithms: A QoE Perspective. NOSSDAV (2018)
Ahmed H. Zahran, Darijo Raca, Cormac J. Sreenan
ARBITER+: Adaptive Rate-Based InTElligent HTTP StReaming Algorithm for Mobile Networks. IEEE Trans. Mob. Comput. 17 (12) (2018)
Darijo Raca, Ahmed H. Zahran, Cormac J. Sreenan, Rakesh K. Sinha, Emir Halepovic, Rittwik Jana, Vijay Gopalakrishnan
Back to the Future: Throughput Prediction For Cellular Networks using Radio KPIs. HotWireless@MOBICOM (2017)
Ahmed H. Zahran, Jason J. Quinlan, Darijo Raca, Cormac J. Sreenan, Emir Halepovic, Rakesh K. Sinha, Rittwik Jana, Vijay Gopalakrishnan
OSCAR: an optimized stall-cautious adaptive bitrate streaming algorithm for mobile networks. MoVid@MMSys (2016)
Jason J. Quinlan, Darijo Raca, Ahmed H. Zahran, Ahmed Khalid, K. K. Ramakrishnan, Cormac J. Sreenan
D-LiTE: A platform for evaluating DASH performance over a simulated LTE network. LANMAN (2016)
Darijo Raca, Ahmed H. Zahran, Cormac J. Sreenan
Sizing Network Buffers: An HTTP Adaptive Streaming Perspective. FiCloud Workshops (2016)
Mesud Hadzialic, Merim Dzaferagic, Darijo Raca
Impact of frequency synchronization on QoS in IP based networks. MIPRO (2012)
Pamela Begovic, Nasuf Hadziahmetovic, Darijo Raca
10G EPON vs. XG-PON1 efficiency. ICUMT (2011)