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Machine learning for Quality of Experience in real-time applications
2023 Markudova, Dena
ReCoCo: Reinforcement learning-based Congestion control for Real-time applications
2023 Markudova, Dena; Meo, Michela
Where Did My Packet Go? Real-Time Prediction of Losses in Networks
2023 Song, Tailai; Markudova, Dena; Perna, Gianluca; Meo, Michela
Real-Time Classification of Real-Time Communications
2022 Perna, Gianluca; Markudova, Dena; Trevisan, Martino; Garza, Paolo; Meo, Michela; Munafo, Maurizio; Carofiglio, Giovanna
Retina: An open-source tool for flexible analysis of RTC traffic
2022 Perna, Gianluca; Markudova, Dena; Trevisan, Martino; Garza, Paolo; Meo, Michela; Munafò, Maurizio
Online Classification of RTC Traffic
2021 Perna, Gianluca; Markudova, Dena; Trevisan, Martino; Garza, Paolo; Meo, Michela; Munafò, Maurizio; Carofiglio, Giovanna
Preventive maintenance for heterogeneous industrial vehicles with incomplete usage data
2021 Markudova, Dena; Mishra, Sachit; Cagliero, Luca; Vassio, Luca; Mellia, Marco; Baralis, Elena; Salvatori, Lucia; Loti, Riccardo
Teaching Remotely During a Pandemic: Impact of Smart-Working on Teachers’ Professional Identities
2021 Amenduni, Francesca; Ligorio, Maria Beatrice; Chillemi, Maria Grazia; Raffio, Lorenzo; Giaveri, Patrizia; Markudova, Dena; Giliberto, Giuseppe; Gritti, Alberto; Barzanò, Giovanna
What's my App?: ML-based classification of RTC applications
2021 Markudova, Dena; Trevisan, Martino; Garza, Paolo; Meo, Michela; Munafo, Maurizio; Carofiglio, Giovanna
A comparative study of RTC applications
2020 Nistico, Antonio; Markudova, Dena; Trevisan, Martino; Meo, Michela; Carofiglio, Giovanna
Impact of Charging Infrastructure and Policies on Electric Car Sharing Systems
2020 Ciociola, Alessandro; Markudova, Dena; Vassio, Luca; Giordano, Danilo; Mellia, Marco; Meo, Michela
Heterogeneous industrial vehicle usage predictions: A real case
2019 Markudova, D.; Baralis, E.; Cagliero, L.; Mellia, M.; Vassio, L.; Amparore, E.; Loti, R.; Salvatori, L.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Machine learning for Quality of Experience in real-time applications / Markudova, Dena. - (2023 Jul 07), pp. 1-135. | 7-lug-2023 | MARKUDOVA, DENA | conv_dena_markudova_phd_thesis.pdf; conv_dena_markudova_phd_thesis_summary.pdf |
| ReCoCo: Reinforcement learning-based Congestion control for Real-time applications / Markudova, Dena; Meo, Michela. - ELETTRONICO. - (2023), pp. 68-74. (Intervento presentato al convegno 2023 IEEE 24th International Conference on High Performance Switching and Routing (HPSR) tenutosi a Albuquerque, NM, USA nel 05-07 June 2023) [10.1109/HPSR57248.2023.10147986]. | 1-gen-2023 | Markudova, DenaMeo, Michela | ReCoCo_Reinforcement_learning-based_Congestion_control_for_Real-time_applications.pdf; ReCoCo_HPSR_2023.pdf |
| Where Did My Packet Go? Real-Time Prediction of Losses in Networks / Song, Tailai; Markudova, Dena; Perna, Gianluca; Meo, Michela. - ELETTRONICO. - (2023), pp. 3836-3841. (Intervento presentato al convegno ICC 2023 - IEEE International Conference on Communications tenutosi a Rome, Italy nel 28 May 2023 - 01 June 2023) [10.1109/ICC45041.2023.10278583]. | 1-gen-2023 | Song, TailaiMarkudova, DenaPerna, GianlucaMeo, Michela | Where_Did_My_Packet_Go_Real-Time_Prediction_of_Losses_in_Networks.pdf; ICC_2023_Loss_prediction.pdf |
| Real-Time Classification of Real-Time Communications / Perna, Gianluca; Markudova, Dena; Trevisan, Martino; Garza, Paolo; Meo, Michela; Munafo, Maurizio; Carofiglio, Giovanna. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - ELETTRONICO. - 19:4(2022), pp. 4676-4690. [10.1109/TNSM.2022.3189628] | 1-gen-2022 | Perna, GianlucaMarkudova, DenaTrevisan, MartinoGarza, PaoloMeo, MichelaMunafo, MaurizioCarofiglio, Giovanna | _Extension__Online_Classification_of_RTC_Traffic (13).pdf; Real-Time_Classification_of_Real-Time_Communications.pdf |
| Retina: An open-source tool for flexible analysis of RTC traffic / Perna, Gianluca; Markudova, Dena; Trevisan, Martino; Garza, Paolo; Meo, Michela; Munafò, Maurizio. - In: COMPUTER NETWORKS. - ISSN 1389-1286. - ELETTRONICO. - 202:(2022), p. 108637. [10.1016/j.comnet.2021.108637] | 1-gen-2022 | Perna, GianlucaMarkudova, DenaTrevisan, MartinoGarza, PaoloMeo, MichelaMunafò, Maurizio | ComNet_Retina (4).pdf; 1-s2.0-S1389128621005235-main.pdf |
| Online Classification of RTC Traffic / Perna, Gianluca; Markudova, Dena; Trevisan, Martino; Garza, Paolo; Meo, Michela; Munafò, Maurizio; Carofiglio, Giovanna. - ELETTRONICO. - (2021), pp. 1-6. (Intervento presentato al convegno 2021 IEEE 18th Annual Consumer Communications & Networking Conference tenutosi a Las Vegas, NV, USA nel 9-12 Jan. 2021) [10.1109/CCNC49032.2021.9369470]. | 1-gen-2021 | Perna, GianlucaMarkudova, DenaTrevisan, MartinoGarza, PaoloMeo, MichelaMunafò, MaurizioCarofiglio, Giovanna | 09369470 (1).pdf; Online_Classification_of_RTC_Traffic (3).pdf |
| Preventive maintenance for heterogeneous industrial vehicles with incomplete usage data / Markudova, Dena; Mishra, Sachit; Cagliero, Luca; Vassio, Luca; Mellia, Marco; Baralis, Elena; Salvatori, Lucia; Loti, Riccardo. - In: COMPUTERS IN INDUSTRY. - ISSN 0166-3615. - ELETTRONICO. - 130 (103468):(2021). [10.1016/j.compind.2021.103468] | 1-gen-2021 | Markudova, DenaCagliero, LucaVassio, LucaMellia, MarcoBaralis, Elena + | Computers in Industry_Preventive maintenance.pdf; 1-s2.0-S0166361521000750-main.pdf; Computers in Industry Predictive maintenance Post print.pdf |
| Teaching Remotely During a Pandemic: Impact of Smart-Working on Teachers’ Professional Identities / Amenduni, Francesca; Ligorio, Maria Beatrice; Chillemi, Maria Grazia; Raffio, Lorenzo; Giaveri, Patrizia; Markudova, Dena; Giliberto, Giuseppe; Gritti, Alberto; Barzanò, Giovanna (ADVANCES IN HUMAN RESOURCES MANAGEMENT AND ORGANIZATIONAL DEVELOPMENT BOOK SERIES). - In: Handbook of Research on Remote Work and Worker Well-Being in the Post-COVID-19 Era / Amenduni F., Ligorio M., Chillemi M., Raffio L., Giaveri P., Markudova D., Giliberto G., Gritti A., Barzanò G.. - ELETTRONICO. - [s.l] : IGI Global, 2021. - ISBN 9781799867548. - pp. 81-102 [10.4018/978-1-7998-6754-8] | 1-gen-2021 | Markudova, Dena + | Teaching-Remotely-During-a-Pandemic_-Impact-of-Smart-Working-on-Teachers'-Professional-Identities.pdf |
| What's my App?: ML-based classification of RTC applications / Markudova, Dena; Trevisan, Martino; Garza, Paolo; Meo, Michela; Munafo, Maurizio; Carofiglio, Giovanna. - In: PERFORMANCE EVALUATION REVIEW. - ISSN 0163-5999. - ELETTRONICO. - 48:(2021), pp. 41-44. (Intervento presentato al convegno 2nd Symposium of Cryptocurrency Analysis (SOCCA 2020) tenutosi a Milano) [10.1145/3466826.3466841]. | 1-gen-2021 | Markudova, DenaTrevisan, MartinoGarza, PaoloMeo, MichelaMunafo, MaurizioCarofiglio, Giovanna | What_s_my_App__ML_based_identification_of_RTC_applications.pdf; 3466826.3466841.pdf |
| A comparative study of RTC applications / Nistico, Antonio; Markudova, Dena; Trevisan, Martino; Meo, Michela; Carofiglio, Giovanna. - ELETTRONICO. - (2020), pp. 1-8. (Intervento presentato al convegno 2020 IEEE International Symposium on Multimedia (ISM) tenutosi a Napoli (IT) nel 2-4 Dicembre 2020) [10.1109/ISM.2020.00007]. | 1-gen-2020 | Markudova, DenaTrevisan, MartinoMeo, MichelaCarofiglio, Giovanna + | 09327919.pdf; A_comparative_study_of_RTC_applications.pdf |
| Impact of Charging Infrastructure and Policies on Electric Car Sharing Systems / Ciociola, Alessandro; Markudova, Dena; Vassio, Luca; Giordano, Danilo; Mellia, Marco; Meo, Michela. - ELETTRONICO. - (2020), pp. 1-6. (Intervento presentato al convegno 2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC) nel 20-23 Sept. 2020) [10.1109/ITSC45102.2020.9294282]. | 1-gen-2020 | Ciociola, AlessandroMarkudova, DenaVassio, LucaGiordano, DaniloMellia, MarcoMeo, Michela | Ciociola_Infrastructure.pdf; infrastructure.pdf |
| Heterogeneous industrial vehicle usage predictions: A real case / Markudova, D.; Baralis, E.; Cagliero, L.; Mellia, M.; Vassio, L.; Amparore, E.; Loti, R.; Salvatori, L.. - ELETTRONICO. - 2322:(2019), pp. 1-6. (Intervento presentato al convegno 2019 Workshops of the EDBT/ICDT Joint Conference, EDBT/ICDT-WS 2019 tenutosi a Lisbona (Portugal) nel 2019). | 1-gen-2019 | Markudova D.Baralis E.Cagliero L.Mellia M.Vassio L. + | DARLI-AP2019-PAPER22.pdf |