Archivio Istituzionale della RicercaMUNAFO', MAURIZIO MATTEO
MUNAFO', MAURIZIO MATTEO
Dipartimento di Elettronica e Telecomunicazioni
002361
BitFormer: Transformer-Based Neural Network for Bitrate Prediction in Real-Time Communications
2024 Song, Tailai; Perna, Gianluca; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo
DeX: Deep learning-based throughput prediction for real-time communications with emphasis on traffic eXtremes
2024 Song, Tailai; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo
Throughput Prediction in Real-Time Communications: Spotlight on Traffic Extremes
2024 Song, Tailai; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo
Towards the Detection of Unobservable Losses in Real-Time Communications
2024 Song, Tailai; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo
Trials Supported By Smart Networks Beyond 5G: the TrialsNet Approach
2023 Prem Bianzino, Aruna; Basso, Andrea; Caratti, Giancarlo; Comsa, Ciprian; Di Giglio, Andrea; Garcia, Carolina; Georgakopoulos, Andreas; Giaccone, Paolo; Giannopoulou, Eleni; Gramaglia, Marco; Iovanna, Paola; Karanassiou, Gianna; Laurino, Marco; Marquez-Barja, Johann M.; Maiettini, Elisa; Martinez-Lopez, Miguel A.; Munafo, Maurizio; Natale, Lorenzo; Osman, Hassan; Pantazi, Niki; Papagiannopoulos, Nikos; Pessotto, Lorenzo; Petrache, Cristian; Provvedi, Silvia; Scivoletto, Gabriele; Trogolo, Alessandro; Vidal, Albert
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
What's my App?: ML-based classification of RTC applications
2021 Markudova, Dena; Trevisan, Martino; Garza, Paolo; Meo, Michela; Munafo, Maurizio; Carofiglio, Giovanna
Five Years at the Edge: Watching Internet From the ISP Network
2020 Trevisan, Martino; Giordano, Danilo; Drago, Idilio; Munafo, Maurizio Matteo; Mellia, Marco
Mining Patterns in Mobile Network Logs
2019 Zargarian, Golnaz; Vassio, L; Munafo, Maurizio; Mellia, M
Five Years at the Edge: Watching Internet from the ISP Network
2018 Trevisan, Martino; Giordano, Danilo; Drago, Idilio; Mellia, Marco; Munafo, Maurizio
Automatic detection of DNS manipulations
2017 Trevisan, Martino; Drago, Idilio; Mellia, Marco; Munafo, Maurizio M.
Traffic Analysis with Off-the-Shelf Hardware: Challenges and Lessons Learned
2017 Trevisan, Martino; Finamore, Alessandro; Mellia, Marco; Munafo', MAURIZIO MATTEO; Rossi, DARIO GIACOMO
A First Characterization of Anycast Traffic from Passive Traces
2016 Giordano, Danilo; Cicalese, Danilo; Finamore, Alessandro; Mellia, Marco; Munafo', MAURIZIO MATTEO; Joumblatt, Diana Zeaiterl; Rossi, Dario
Automatic parsing of binary-based application protocols using network traffic
2016 Bermudez, Ignacio; Iliofotou, Marios; Mellia, Marco; Keralapura, Ram; Munafo', MAURIZIO MATTEO
Statistical network monitoring: Methodology and application to carrier-grade NAT
2016 Bocchi, Enrico; SAFARI KHATOUNI, Ali; Traverso, Stefano; Finamore, Alessandro; Munafo', MAURIZIO MATTEO; Mellia, Marco; Rossi, DARIO GIACOMO
Towards automatic protocol field inference
2016 Bermudez, Ignacio; Tongaonkar, Alok; Iliofotou, Marios; Mellia, Marco; Munafo', MAURIZIO MATTEO
Towards web service classification using addresses and DNS
2016 Trevisan, Martino; Drago, Idilio; Mellia, Marco; Munafo', MAURIZIO MATTEO
Automatic protocol field inference for deeper protocol understanding
2015 Bermudez, Ignacio; Tongaonkar, Alok; Iliofotou, Marios; Mellia, Marco; Munafo', MAURIZIO MATTEO
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| BitFormer: Transformer-Based Neural Network for Bitrate Prediction in Real-Time Communications / Song, Tailai; Perna, Gianluca; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo. - ELETTRONICO. - (2024), pp. 65-70. (Intervento presentato al convegno 2024 IEEE 21st Consumer Communications & Networking Conference (CCNC) tenutosi a Las Vegas, NV, USA nel 06 Jan 2024 - 09 Jan 2024) [10.1109/ccnc51664.2024.10454679]. | 1-gen-2024 | Song, TailaiPerna, GianlucaGarza, PaoloMeo, MichelaMunafo, Maurizio Matteo | BitFormer_Transformer-Based_Neural_Network_for_Bitrate_Prediction_in_Real-Time_Communications.pdf; Bitrate_prediction.pdf |
| DeX: Deep learning-based throughput prediction for real-time communications with emphasis on traffic eXtremes / Song, Tailai; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo. - In: COMPUTER NETWORKS. - ISSN 1389-1286. - ELETTRONICO. - 249:(2024), p. 110507. [10.1016/j.comnet.2024.110507] | 1-gen-2024 | Song, TailaiGarza, PaoloMeo, MichelaMunafo, Maurizio Matteo | 1-s2.0-S1389128624003396-main.pdf; Throughput_prediction_ComNet_final.pdf |
| Throughput Prediction in Real-Time Communications: Spotlight on Traffic Extremes / Song, Tailai; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo. - ELETTRONICO. - (2024). (Intervento presentato al convegno 29th IEEE Symposium on Computers and Communications (ISCC) IEEE ISCC 2024 tenutosi a Paris (FRA) nel 26 - 29 June 2024) [10.1109/ISCC61673.2024.10733668]. | 1-gen-2024 | Song, TailaiGarza, PaoloMeo, MichelaMunafo, Maurizio Matteo | ISCC___Throughput_prediction__new_.pdf; Throughput_Prediction_in_Real-Time_Communications_Spotlight_on_Traffic_Extremes.pdf |
| Towards the Detection of Unobservable Losses in Real-Time Communications / Song, Tailai; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo. - ELETTRONICO. - (2024), pp. 21-26. (Intervento presentato al convegno 2024 IEEE 30th International Symposium on Local and Metropolitan Area Networks (LANMAN) tenutosi a Boston, USA nel 10 July 2024 - 11 July 2024) [10.1109/lanman61958.2024.10621889]. | 1-gen-2024 | Song, TailaiGarza, PaoloMeo, MichelaMunafo, Maurizio Matteo | Identification_of_unobservable_loss.pdf; Towards_the_Detection_of_Unobservable_Losses_in_Real-Time_Communications.pdf |
| Trials Supported By Smart Networks Beyond 5G: the TrialsNet Approach / Prem Bianzino, Aruna; Basso, Andrea; Caratti, Giancarlo; Comsa, Ciprian; Di Giglio, Andrea; Garcia, Carolina; Georgakopoulos, Andreas; Giaccone, Paolo; Giannopoulou, Eleni; Gramaglia, Marco; Iovanna, Paola; Karanassiou, Gianna; Laurino, Marco; Marquez-Barja, Johann M.; Maiettini, Elisa; Martinez-Lopez, Miguel A.; Munafo, Maurizio; Natale, Lorenzo; Osman, Hassan; Pantazi, Niki; Papagiannopoulos, Nikos; Pessotto, Lorenzo; Petrache, Cristian; Provvedi, Silvia; Scivoletto, Gabriele; Trogolo, Alessandro; Vidal, Albert. - ELETTRONICO. - (2023). (Intervento presentato al convegno 2023 IEEE Future Networks World Forum (FNWF) tenutosi a Baltimore (USA) nel 13-15 November 2023) [10.1109/FNWF58287.2023.10520545]. | 1-gen-2023 | Paolo GiacconeMaurizio Munafo + | m36740-bianzino paper.pdf; Giaccone-Trials.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 |
| 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 |
| Five Years at the Edge: Watching Internet From the ISP Network / Trevisan, Martino; Giordano, Danilo; Drago, Idilio; Munafo, Maurizio Matteo; Mellia, Marco. - In: IEEE-ACM TRANSACTIONS ON NETWORKING. - ISSN 1063-6692. - ELETTRONICO. - 28:2(2020), pp. 561-574. [10.1109/TNET.2020.2967588] | 1-gen-2020 | Trevisan, MartinoGiordano, DaniloDrago, IdilioMunafo, Maurizio MatteoMellia, Marco | paper.pdf; 08976293.pdf |
| Mining Patterns in Mobile Network Logs / Zargarian, Golnaz; Vassio, L; Munafo, Maurizio; Mellia, M. - STAMPA. - (2019), pp. 1-6. (Intervento presentato al convegno 2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM) tenutosi a Arlington, VA (USA) nel Aprile 2019). | 1-gen-2019 | Vassio, LMunafo, MaurizioMellia, M + | 190304.pdf; Vassio_AnNet2019_CameraReady.pdf |
| Five Years at the Edge: Watching Internet from the ISP Network / Trevisan, Martino; Giordano, Danilo; Drago, Idilio; Mellia, Marco; Munafo, Maurizio. - ELETTRONICO. - (2018), pp. 1-12. (Intervento presentato al convegno Proceedings of the 14th International Conference on Emerging Networking EXperiments and Technologies (CoNEXT 2018) tenutosi a Heraklion, Greece nel December 04-07, 2018) [10.1145/3281411.3281433]. | 1-gen-2018 | Trevisan, MartinoGiordano, DaniloDrago, IdilioMellia, MarcoMunafo, Maurizio | paper.pdf |
| Automatic detection of DNS manipulations / Trevisan, Martino; Drago, Idilio; Mellia, Marco; Munafo, Maurizio M.. - ELETTRONICO. - (2017), pp. 4010-4015. (Intervento presentato al convegno 2017 IEEE International Conference on Big Data (Big Data) tenutosi a Boston (USA) nel 11-14 Dicembre 2017) [10.1109/BigData.2017.8258415]. | 1-gen-2017 | Trevisan, MartinoDrago, IdilioMellia, MarcoMunafo, Maurizio M. | paper.pdf |
| Traffic Analysis with Off-the-Shelf Hardware: Challenges and Lessons Learned / Trevisan, Martino; Finamore, Alessandro; Mellia, Marco; Munafo', MAURIZIO MATTEO; Rossi, DARIO GIACOMO. - In: IEEE COMMUNICATIONS MAGAZINE. - ISSN 0163-6804. - STAMPA. - 55:3(2017), pp. 163-169. [10.1109/MCOM.2017.1600756CM] | 1-gen-2017 | TREVISAN, MARTINOFINAMORE, ALESSANDROMELLIA, MarcoMUNAFO', MAURIZIO MATTEOROSSI, DARIO GIACOMO | 07876976.pdf; tstat40gb.pdf |
| A First Characterization of Anycast Traffic from Passive Traces / Giordano, Danilo; Cicalese, Danilo; Finamore, Alessandro; Mellia, Marco; Munafo', MAURIZIO MATTEO; Joumblatt, Diana Zeaiterl; Rossi, Dario. - ELETTRONICO. - (2016), pp. 1-8. (Intervento presentato al convegno Traffic Monitoring and Analysis workshop (TMA) tenutosi a Louvain La Neuve, BE nel April 2016). | 1-gen-2016 | GIORDANO, DANILOMELLIA, MarcoMUNAFO', MAURIZIO MATTEO + | tma2016-final30.pdf |
| Automatic parsing of binary-based application protocols using network traffic / Bermudez, Ignacio; Iliofotou, Marios; Mellia, Marco; Keralapura, Ram; Munafo', MAURIZIO MATTEO. - (2016). | 1-gen-2016 | MELLIA, MarcoMUNAFO', MAURIZIO MATTEO + | 0.pdf |
| Statistical network monitoring: Methodology and application to carrier-grade NAT / Bocchi, Enrico; SAFARI KHATOUNI, Ali; Traverso, Stefano; Finamore, Alessandro; Munafo', MAURIZIO MATTEO; Mellia, Marco; Rossi, DARIO GIACOMO. - In: COMPUTER NETWORKS. - ISSN 1389-1286. - STAMPA. - 107:1(2016), pp. 20-35. [10.1016/j.comnet.2016.06.018] | 1-gen-2016 | BOCCHI, ENRICOSAFARI KHATOUNI, ALITRAVERSO, STEFANOFINAMORE, ALESSANDROMUNAFO', MAURIZIO MATTEOMELLIA, MarcoROSSI, DARIO GIACOMO | NAT_journal.pdf |
| Towards automatic protocol field inference / Bermudez, Ignacio; Tongaonkar, Alok; Iliofotou, Marios; Mellia, Marco; Munafo', MAURIZIO MATTEO. - In: COMPUTER COMMUNICATIONS. - ISSN 0140-3664. - STAMPA. - 84:(2016), pp. 40-51. [10.1016/j.comcom.2016.02.015] | 1-gen-2016 | MELLIA, MarcoMUNAFO', MAURIZIO MATTEO + | 1-s2.0-S0140366416300457-main.pdf; comcom16.pdf |
| Towards web service classification using addresses and DNS / Trevisan, Martino; Drago, Idilio; Mellia, Marco; Munafo', MAURIZIO MATTEO. - ELETTRONICO. - (2016), pp. 38-43. (Intervento presentato al convegno 7th International Workshop on TRaffic Analysis and Characterization tenutosi a Paphos, Cyprus nel September 2016) [10.1109/IWCMC.2016.7577030]. | 1-gen-2016 | TREVISAN, MARTINODRAGO, IDILIOMELLIA, MarcoMUNAFO', MAURIZIO MATTEO | ClueTrac2016.pdf |
| Automatic protocol field inference for deeper protocol understanding / Bermudez, Ignacio; Tongaonkar, Alok; Iliofotou, Marios; Mellia, Marco; Munafo', MAURIZIO MATTEO. - ELETTRONICO. - (2015), pp. 1-9. (Intervento presentato al convegno 2015 14th IFIP Networking Conference, IFIP Networking 2015 tenutosi a Toulouse, FR nel May 2015) [10.1109/IFIPNetworking.2015.7145307]. | 1-gen-2015 | MELLIA, MarcoMUNAFO', MAURIZIO MATTEO + | BermudezNetworking15.pdf |