Items where Author / Artist / Editor is "Comsa, Ioan-Sorin"

Article

Comsa, Ioan-Sorin ORCID: https://orcid.org/0000-0002-9121-0286, Molnar, Andreea, Tal, Irina, Imhof, Christof, Bergamin, Per, Muntean, Gabriel-Miro, Muntean, Cristina Hava and Trestian, Ramona Maria ORCID: https://orcid.org/0000-0003-3315-3081 (2023) Improved quality of online education using prioritized multi-agent reinforcement learning for video traffic scheduling. IEEE Transactions on Broadcasting, 69 (2) . pp. 436-454. ISSN 0018-9316 [Article] (doi:10.1109/TBC.2023.3246815)

Covaci, Alexandra, Saleme, Estevao B., Assres, Gebremariam Mesfin, Comsa, Ioan-Sorin, Trestian, Ramona ORCID: https://orcid.org/0000-0003-3315-3081, Santos, Celso A. S. and Ghinea, Gheorghita ORCID: https://orcid.org/0000-0003-2578-5580 (2022) Multisensory 360 videos under varying resolution levels enhance presence. IEEE Transactions on Visualization and Computer Graphics . ISSN 1077-2626 [Article] (Published online first) (doi:10.1109/TVCG.2022.3140875)

Al-Jawad, Ahmed, Comsa, Ioan-Sorin, Shah, Purav ORCID: https://orcid.org/0000-0002-0113-5690, Gemikonakli, Orhan ORCID: https://orcid.org/0000-0002-0513-1128 and Trestian, Ramona ORCID: https://orcid.org/0000-0003-3315-3081 (2021) An innovative reinforcement learning-based framework for quality of service provisioning over multimedia-based SDN environments. IEEE Transactions on Broadcasting, 67 (4) . pp. 851-867. ISSN 0018-9316 [Article] (doi:10.1109/TBC.2021.3099728)

Comsa, Ioan-Sorin ORCID: https://orcid.org/0000-0002-9121-0286, Molnar, Andreea, Tal, Irina, Bergamin, Per, Muntean, Gabriel-Miro, Muntean, Cristina Hava and Trestian, Ramona ORCID: https://orcid.org/0000-0003-3315-3081 (2021) A machine learning resource allocation solution to improve video quality in remote education. IEEE Transactions on Broadcasting, 67 (3) . pp. 664-684. ISSN 0018-9316 [Article] (doi:10.1109/TBC.2021.3068872)

Comsa, Ioan-Sorin, Muntean, Gabriel-Miro and Trestian, Ramona ORCID: https://orcid.org/0000-0003-3315-3081 (2021) An innovative machine learning-based scheduling solution for improving live UHD video streaming quality in highly dynamic network environments. IEEE Transactions on Broadcasting, 67 (1) . pp. 212-224. ISSN 0018-9316 [Article] (doi:10.1109/TBC.2020.2983298)

Saleme, Estêvão B., Covaci, Alexandra ORCID: https://orcid.org/0000-0002-3205-2273, Assres, Gebremariam, Comsa, Ioan-Sorin ORCID: https://orcid.org/0000-0002-9121-0286, Trestian, Ramona ORCID: https://orcid.org/0000-0003-3315-3081, Santos, Celso A.S. ORCID: https://orcid.org/0000-0002-3287-5843 and Ghinea, Gheorghita (2021) The influence of human factors on 360∘ mulsemedia QoE. International Journal of Human-Computer Studies, 146 , 102550. ISSN 1071-5819 [Article] (doi:10.1016/j.ijhcs.2020.102550)

Comsa, Ioan-Sorin ORCID: https://orcid.org/0000-0002-9121-0286, Trestian, Ramona ORCID: https://orcid.org/0000-0003-3315-3081, Muntean, Gabriel-Miro and Ghinea, Gheorghita ORCID: https://orcid.org/0000-0003-2578-5580 (2020) 5MART: A 5G SMART scheduling framework for optimizing QoS through reinforcement learning. IEEE Transactions on Network and Service Management, 17 (2) . pp. 1110-1124. ISSN 1932-4537 [Article] (doi:10.1109/TNSM.2019.2960849)

Comsa, Ioan-Sorin, Saleme, Estevao Bissoli, Covaci, Alexandra, Assres, Gebremariam Mesfin, Trestian, Ramona ORCID: https://orcid.org/0000-0003-3315-3081, Santos, Celso A. S. and Ghinea, Gheorghita (2020) Do I smell coffee? The tale of a 360º Mulsemedia experience. IEEE MultiMedia, 27 (1) . pp. 27-36. ISSN 1070-986X [Article] (doi:10.1109/MMUL.2019.2954405)

Comsa, Ioan-Sorin ORCID: https://orcid.org/0000-0002-9121-0286, Zhang, Sijing, Aydin, Mehmet ORCID: https://orcid.org/0000-0002-4890-5648, Kuonen, Pierre, Trestian, Ramona ORCID: https://orcid.org/0000-0003-3315-3081 and Ghinea, Gheorghita ORCID: https://orcid.org/0000-0003-2578-5580 (2019) A comparison of reinforcement learning algorithms in fairness-oriented OFDMA schedulers. Information, 10 (10) , e315. ISSN 2078-2489 [Article] (doi:10.3390/info10100315)

Comsa, Ioan-Sorin, Zhang, Sijing, Aydin, Mehmet Emin, Kuonen, Pierre, Trestian, Ramona ORCID: https://orcid.org/0000-0003-3315-3081 and Ghinea, Gheorghita (2018) Towards 5G: A reinforcement learning-based scheduling solution for data traffic management. IEEE Transactions on Network and Service Management, 15 (4) . pp. 1661-1675. ISSN 1932-4537 [Article] (doi:10.1109/TNSM.2018.2863563)

Trestian, Ramona ORCID: https://orcid.org/0000-0003-3315-3081, Comsa, Ioan-Sorin and Tuysuz, Mehmet Fatih (2018) Seamless multimedia delivery within a heterogeneous wireless networks environment: are we there yet? IEEE Communications Surveys and Tutorials, 20 (2) . pp. 945-977. ISSN 1553-877X [Article] (doi:10.1109/COMST.2018.2789722)

Book Section

Comsa, Ioan-Sorin, Zhang, Sijing, Aydin, Mehmet Emin, Kuonen, Pierre, Trestian, Ramona ORCID: https://orcid.org/0000-0003-3315-3081 and Ghinea, Gheorghita ORCID: https://orcid.org/0000-0003-2578-5580 (2021) Guaranteeing user rates with reinforcement learning in 5G radio access networks. In: Research Anthology on Developing and Optimizing 5G Networks and the Impact on Society. Information Resources Management Association, (USA), ed. IGI Global, United States, pp. 151-186. ISBN 9781799877080, e-ISBN 9781799877547. [Book Section] (doi:10.4018/978-1-7998-7708-0.ch008)

Comsa, Ioan-Sorin, Zhang, Sijing, Aydin, Mehmet Emin, Kuonen, Pierre, Trestian, Ramona ORCID: https://orcid.org/0000-0003-3315-3081 and Ghinea, Gheorghita (2019) Guaranteeing user rates with reinforcement learning in 5G Radio access networks. In: Next-generation wireless networks meet advanced machine learning applications. Comsa, Ioan-Sorin and Trestian, Ramona ORCID: https://orcid.org/0000-0003-3315-3081, eds. IGI Global, pp. 163-198. ISBN 9781522574583. [Book Section] (doi:10.4018/978-1-5225-7458-3.ch008)

Comsa, Ioan-Sorin, Zhang, Sijing, Aydin, Mehmet Emin, Kuonen, Pierre, Trestian, Ramona ORCID: https://orcid.org/0000-0003-3315-3081 and Ghinea, Gheorghita (2019) Machine learning in Radio resource scheduling. In: Next-generation wireless networks meet advanced machine learning applications. Comsa, Ioan-Sorin and Trestian, Ramona ORCID: https://orcid.org/0000-0003-3315-3081, eds. IGI Global, pp. 24-56. ISBN 9781522574583. [Book Section] (doi:10.4018/978-1-5225-7458-3.ch002)

Conference or Workshop Item

Al-Jawad, Ahmed, Comsa, Ioan-Sorin ORCID: https://orcid.org/0000-0002-9121-0286, Shah, Purav ORCID: https://orcid.org/0000-0002-0113-5690 and Trestian, Ramona ORCID: https://orcid.org/0000-0003-3315-3081 (2022) LearnSDN: optimizing routing over multimedia-based 5G-SDN using machine learning. In: The 14th International Conference on Communications (COMM), 16-18 June, Bucharest (Virtual Conference). . [Conference or Workshop Item] (Accepted/In press)

Al-Jawad, Ahmed, Comsa, Ioan-Sorin, Shah, Purav ORCID: https://orcid.org/0000-0002-0113-5690, Gemikonakli, Orhan ORCID: https://orcid.org/0000-0002-0513-1128 and Trestian, Ramona ORCID: https://orcid.org/0000-0003-3315-3081 (2021) REDO: a reinforcement learning-based dynamic routing algorithm selection method for SDN. 2021 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). In: 2021 IEEE NFV-SDN, 09–11 Nov 2021, Virtual Conference. e-ISBN 9781665439831, pbk-ISBN 9781665439848. [Conference or Workshop Item] (doi:10.1109/NFV-SDN53031.2021.9665140)

Al-Jawad, Ahmed, Shah, Purav ORCID: https://orcid.org/0000-0002-0113-5690, Gemikonakli, Orhan ORCID: https://orcid.org/0000-0002-0513-1128, Comsa, Ioan-Sorin ORCID: https://orcid.org/0000-0002-9121-0286 and Trestian, Ramona ORCID: https://orcid.org/0000-0003-3315-3081 (2020) Performance evaluation of routing strategies over multimedia-based SDNs under realistic environments. 2020 6th IEEE Conference on Network Softwarization (NetSoft). In: 6th IEEE NetSoft 2020, 29 June - 03 Jul 2020, Virtual Conference (originally planned for Ghent, Belgium, Belgium). e-ISBN 9781728156842, pbk-ISBN 9781728156859. [Conference or Workshop Item] (doi:10.1109/NetSoft48620.2020.9165521)

Covaci, Alexandra, Trestian, Ramona ORCID: https://orcid.org/0000-0003-3315-3081, Saleme, Estevao B., Comsa, Ioan-Sorin, Assres, Gebremariam, Santos, Celso A. S. and Ghinea, Gheorghita (2019) 360° Mulsemedia: a way to improve subjective QoE in 360° videos. MM’19: Proceedings of the 27th ACM International Conference on Multimedia. In: 27th ACM International Conference on Multimedia, 21-25 Oct 2019, Nice, France. ISBN 9781450368896. [Conference or Workshop Item] (doi:10.1145/3343031.3350954)

Comsa, Ioan-Sorin, Zhang, Sijing, Aydin, Mehmet, Kuonen, Pierre, Trestian, Ramona ORCID: https://orcid.org/0000-0003-3315-3081 and Ghinea, Gheorghita (2019) Enhancing user fairness in OFDMA radio access networks through machine learning. 2019 Wireless Days (WD). In: Wireless Days (WD), 24-26 April, 2019, Manchester, UK. ISBN 9781728101170. ISSN 2156-972X [Conference or Workshop Item] (doi:10.1109/WD.2019.8734262)

Comsa, Ioan-Sorin, Trestian, Ramona ORCID: https://orcid.org/0000-0003-3315-3081 and Ghinea, Gheorghita (2018) 360° mulsemedia experience over next generation wireless networks - a reinforcement learning approach. 2018 Tenth International Conference on Quality of Multimedia Experience (QoMEX). In: IEEE 10th QoMEX, 29 May - 01 June 2018, Italy. e-ISBN 9781538626054, e-ISBN 9781538626047, pbk-ISBN 9781538626061. [Conference or Workshop Item] (doi:10.1109/QoMEX.2018.8463409)

Book

Comsa, Ioan-Sorin and Trestian, Ramona ORCID: https://orcid.org/0000-0003-3315-3081, eds. (2019) Next-generation wireless networks meet advanced machine learning applications. IGI Global. ISBN 9781522574583. [Book] (doi:10.4018/978-1-5225-7458-3)