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\n\n \n \n \n \n \n \n Minimizing equipment and energy cost in mixed 10G and 100G/200G filterless horseshoe networks with hierarchical OTN boards.\n \n \n \n \n\n\n \n Ibrahimi, M.; Ayoub, O.; Attarpour, A.; Musumeci, F.; Castoldi, A.; Ragni, M.; and Tornatore, M.\n\n\n \n\n\n\n
Ann. des Télécommunications, 78(5-6): 297–311. 2023.\n
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@article{DBLP:journals/adt/IbrahimiAAMCRT23,\n author = {Memedhe Ibrahimi and\n Omran Ayoub and\n Aryanaz Attarpour and\n Francesco Musumeci and\n Andrea Castoldi and\n Mario Ragni and\n Massimo Tornatore},\n title = {Minimizing equipment and energy cost in mixed 10G and 100G/200G filterless\n horseshoe networks with hierarchical {OTN} boards},\n journal = {Ann. des T{\\'{e}}l{\\'{e}}communications},\n volume = {78},\n number = {5-6},\n pages = {297--311},\n year = {2023},\n url = {https://doi.org/10.1007/s12243-022-00934-7},\n doi = {10.1007/S12243-022-00934-7},\n timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/adt/IbrahimiAAMCRT23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Multi-Band Measurements for Deep Learning-Based Dynamic Channel Prediction and Simulation.\n \n \n \n \n\n\n \n Pasic, F.; Cicco, N. D.; Skocaj, M.; Tornatore, M.; Schwarz, S.; Mecklenbräuker, C. F.; and Oegli-Esposti, V.\n\n\n \n\n\n\n
IEEE Commun. Mag., 61(9): 98–104. 2023.\n
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@article{DBLP:journals/cm/PasicCSTSMO23,\n author = {Faruk Pasic and\n Nicola Di Cicco and\n Marco Skocaj and\n Massimo Tornatore and\n Stefan Schwarz and\n Christoph F. Mecklenbr{\\"{a}}uker and\n Vittorio Oegli{-}Esposti},\n title = {Multi-Band Measurements for Deep Learning-Based Dynamic Channel Prediction\n and Simulation},\n journal = {{IEEE} Commun. Mag.},\n volume = {61},\n number = {9},\n pages = {98--104},\n year = {2023},\n url = {https://doi.org/10.1109/MCOM.003.2200718},\n doi = {10.1109/MCOM.003.2200718},\n timestamp = {Wed, 30 Oct 2024 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/cm/PasicCSTSMO23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Towards explainable artificial intelligence in optical networks: the use case of lightpath QoT estimation.\n \n \n \n \n\n\n \n Ayoub, O.; Troia, S.; Andreoletti, D.; Bianco, A.; Tornatore, M.; Giordano, S.; and Rottondi, C.\n\n\n \n\n\n\n
JOCN, 15(1): A26–A38. 2023.\n
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@article{DBLP:journals/jocnet/AyoubTABTGR22,\n author = {Omran Ayoub and\n Sebastian Troia and\n Davide Andreoletti and\n Andrea Bianco and\n Massimo Tornatore and\n Silvia Giordano and\n Cristina Rottondi},\n title = {Towards explainable artificial intelligence in optical networks: the\n use case of lightpath QoT estimation},\n journal = {{JOCN}},\n volume = {15},\n number = {1},\n pages = {A26--A38},\n year = {2023},\n url = {https://doi.org/10.1364/jocn.470812},\n doi = {10.1364/JOCN.470812},\n timestamp = {Wed, 31 May 2023 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/jocnet/AyoubTABTGR22.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Introduction to the ONDM 2022 special issue.\n \n \n \n \n\n\n \n Turkiewicz, J. P.; Gomes, T.; Klinkowski, M.; Rak, J.; and Tornatore, M.\n\n\n \n\n\n\n
JOCN, 15(5): ONDM1–ONDM2. 2023.\n
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@article{DBLP:journals/jocnet/TurkiewiczGKRT23,\n author = {Jaroslaw Piotr Turkiewicz and\n Teresa Gomes and\n Miroslaw Klinkowski and\n Jacek Rak and\n Massimo Tornatore},\n title = {Introduction to the {ONDM} 2022 special issue},\n journal = {{JOCN}},\n volume = {15},\n number = {5},\n pages = {ONDM1--ONDM2},\n year = {2023},\n url = {https://doi.org/10.1364/jocn.493228},\n doi = {10.1364/JOCN.493228},\n timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/jocnet/TurkiewiczGKRT23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Resource-efficient protection scheme for optical service units in fifth-generation fixed networks.\n \n \n \n \n\n\n \n Li, Z.; Zhao, Y.; Wang, W.; Ibrahimi, M.; Tornatore, M.; and Zhang, J.\n\n\n \n\n\n\n
JOCN, 15(7): 466–479. 2023.\n
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@article{DBLP:journals/jocnet/LiZ0ITZ23,\n author = {Zhuotong Li and\n Yongli Zhao and\n Wei Wang and\n Memedhe Ibrahimi and\n Massimo Tornatore and\n Jie Zhang},\n title = {Resource-efficient protection scheme for optical service units in\n fifth-generation fixed networks},\n journal = {{JOCN}},\n volume = {15},\n number = {7},\n pages = {466--479},\n year = {2023},\n url = {https://doi.org/10.1364/JOCN.492069},\n doi = {10.1364/JOCN.492069},\n timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/jocnet/LiZ0ITZ23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Probabilistic low-margin optical-network design with multiple physical-layer parameter uncertainties.\n \n \n \n \n\n\n \n Karandin, O.; Ferrari, A.; Musumeci, F.; Pointurier, Y.; and Tornatore, M.\n\n\n \n\n\n\n
J. Opt. Commun. Netw., 15(7): C129–C137. 2023.\n
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@article{DBLP:journals/jocnet/KarandinFMPT23,\n author = {Oleg Karandin and\n Alessio Ferrari and\n Francesco Musumeci and\n Yvan Pointurier and\n Massimo Tornatore},\n title = {Probabilistic low-margin optical-network design with multiple physical-layer\n parameter uncertainties},\n journal = {J. Opt. Commun. Netw.},\n volume = {15},\n number = {7},\n pages = {C129--C137},\n year = {2023},\n url = {https://doi.org/10.1364/jocn.482734},\n doi = {10.1364/JOCN.482734},\n timestamp = {Wed, 12 Jul 2023 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/jocnet/KarandinFMPT23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Experimental impact of power re-optimization in a mesh network.\n \n \n \n \n\n\n \n Yang, X.; Ferrari, A.; Gac, D. L.; Charlet, G.; Tornatore, M.; and Pointurier, Y.\n\n\n \n\n\n\n
J. Opt. Commun. Netw., 15(7): C20–C28. 2023.\n
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@article{DBLP:journals/jocnet/YangFGCTP23,\n author = {Xin Yang and\n Alessio Ferrari and\n Dylan Le Gac and\n Gabriel Charlet and\n Massimo Tornatore and\n Yvan Pointurier},\n title = {Experimental impact of power re-optimization in a mesh network},\n journal = {J. Opt. Commun. Netw.},\n volume = {15},\n number = {7},\n pages = {C20--C28},\n year = {2023},\n url = {https://doi.org/10.1364/jocn.482298},\n doi = {10.1364/JOCN.482298},\n timestamp = {Wed, 12 Jul 2023 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/jocnet/YangFGCTP23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Minimizing the cost of hierarchical optical transport network traffic grooming boards in metro networks.\n \n \n \n \n\n\n \n Attarpour, A.; Ibrahimi, M.; Cicco, N. D.; Musumeci, F.; Castoldi, A.; Ragni, M.; and Tornatore, M.\n\n\n \n\n\n\n
J. Opt. Commun. Netw., 15(10): E18–E28. 2023.\n
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@article{DBLP:journals/jocnet/AttarpourICMCRT23,\n author = {Aryanaz Attarpour and\n Memedhe Ibrahimi and\n Nicola Di Cicco and\n Francesco Musumeci and\n Andrea Castoldi and\n Mario Ragni and\n Massimo Tornatore},\n title = {Minimizing the cost of hierarchical optical transport network traffic\n grooming boards in metro networks},\n journal = {J. Opt. Commun. Netw.},\n volume = {15},\n number = {10},\n pages = {E18--E28},\n year = {2023},\n url = {https://doi.org/10.1364/jocn.489421},\n doi = {10.1364/JOCN.489421},\n timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/jocnet/AttarpourICMCRT23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Infrastructure-efficient Virtual-Machine Placement and Workload Assignment in Cooperative Edge-Cloud Computing Over Backhaul Networks.\n \n \n \n \n\n\n \n Wang, W.; Tornatore, M.; Zhao, Y.; Chen, H.; Li, Y.; Gupta, A.; Zhang, J.; and Mukherjee, B.\n\n\n \n\n\n\n
IEEE Trans. Cloud Comput., 11(1): 653–665. 2023.\n
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@article{DBLP:journals/tcc/WangTZCLGZM23,\n author = {Wei Wang and\n Massimo Tornatore and\n Yongli Zhao and\n Haoran Chen and\n Yajie Li and\n Abhishek Gupta and\n Jie Zhang and\n Biswanath Mukherjee},\n title = {Infrastructure-efficient Virtual-Machine Placement and Workload Assignment\n in Cooperative Edge-Cloud Computing Over Backhaul Networks},\n journal = {{IEEE} Trans. Cloud Comput.},\n volume = {11},\n number = {1},\n pages = {653--665},\n year = {2023},\n url = {https://doi.org/10.1109/TCC.2021.3107596},\n doi = {10.1109/TCC.2021.3107596},\n timestamp = {Wed, 05 Mar 2025 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/tcc/WangTZCLGZM23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n DRL-Assisted Reoptimization of Network Slice Embedding on EON-Enabled Transport Networks.\n \n \n \n \n\n\n \n Johari, S. S.; Taeb, S.; Shahriar, N.; Chowdhury, S. R.; Tornatore, M.; Boutaba, R.; Mitra, J.; and Hemmati, M.\n\n\n \n\n\n\n
IEEE Trans. Netw. Serv. Manag., 20(1): 800–814. 2023.\n
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@article{DBLP:journals/tnsm/JohariTSCTBMH23,\n author = {Seyed Soheil Johari and\n Sepehr Taeb and\n Nashid Shahriar and\n Shihabur Rahman Chowdhury and\n Massimo Tornatore and\n Raouf Boutaba and\n Jeebak Mitra and\n Mahdi Hemmati},\n title = {DRL-Assisted Reoptimization of Network Slice Embedding on EON-Enabled\n Transport Networks},\n journal = {{IEEE} Trans. Netw. Serv. Manag.},\n volume = {20},\n number = {1},\n pages = {800--814},\n year = {2023},\n url = {https://doi.org/10.1109/TNSM.2022.3230381},\n doi = {10.1109/TNSM.2022.3230381},\n timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/tnsm/JohariTSCTBMH23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Guest Editors' Introduction: Special Section on Robust and Reliable Networks of the Future.\n \n \n \n \n\n\n \n Tornatore, M.; Gomes, T.; Machuca, C. M.; Oki, E.; Assi, C.; and Schupke, D.\n\n\n \n\n\n\n
IEEE Trans. Netw. Serv. Manag., 20(3): 2151–2156. 2023.\n
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@article{DBLP:journals/tnsm/TornatoreGMOAS23,\n author = {Massimo Tornatore and\n Teresa Gomes and\n Carmen Mas Machuca and\n Eiji Oki and\n Chadi Assi and\n Dominic Schupke},\n title = {Guest Editors' Introduction: Special Section on Robust and Reliable\n Networks of the Future},\n journal = {{IEEE} Trans. Netw. Serv. Manag.},\n volume = {20},\n number = {3},\n pages = {2151--2156},\n year = {2023},\n url = {https://doi.org/10.1109/TNSM.2023.3315095},\n doi = {10.1109/TNSM.2023.3315095},\n timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/tnsm/TornatoreGMOAS23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Reliable Provisioning With Degraded Service Using Multipath Routing From Multiple Data Centers in Optical Metro Networks.\n \n \n \n \n\n\n \n Le, G.; Ferdousi, S.; Marotta, A.; Xu, S.; Hirota, Y.; Awaji, Y.; Savas, S. S.; Tornatore, M.; and Mukherjee, B.\n\n\n \n\n\n\n
IEEE Trans. Netw. Serv. Manag., 20(3): 3334–3347. 2023.\n
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@article{DBLP:journals/tnsm/LeFMXHASTM23,\n author = {Giap Le and\n Sifat Ferdousi and\n Andrea Marotta and\n Sugang Xu and\n Yusuke Hirota and\n Yoshinari Awaji and\n S. Sedef Savas and\n Massimo Tornatore and\n Biswanath Mukherjee},\n title = {Reliable Provisioning With Degraded Service Using Multipath Routing\n From Multiple Data Centers in Optical Metro Networks},\n journal = {{IEEE} Trans. Netw. Serv. Manag.},\n volume = {20},\n number = {3},\n pages = {3334--3347},\n year = {2023},\n url = {https://doi.org/10.1109/TNSM.2023.3235354},\n doi = {10.1109/TNSM.2023.3235354},\n timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/tnsm/LeFMXHASTM23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Maximizing Revenue With Adaptive Modulation and Multiple FECs in Flexible Optical Networks.\n \n \n \n \n\n\n \n Chen, C.; Zhou, F.; Tornatore, M.; and Xiao, S.\n\n\n \n\n\n\n
IEEE/ACM Trans. Netw., 31(1): 220–233. 2023.\n
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@article{DBLP:journals/ton/ChenZTX23,\n author = {Cao Chen and\n Fen Zhou and\n Massimo Tornatore and\n Shilin Xiao},\n title = {Maximizing Revenue With Adaptive Modulation and Multiple FECs in Flexible\n Optical Networks},\n journal = {{IEEE/ACM} Trans. Netw.},\n volume = {31},\n number = {1},\n pages = {220--233},\n year = {2023},\n url = {https://doi.org/10.1109/TNET.2022.3194982},\n doi = {10.1109/TNET.2022.3194982},\n timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/ton/ChenZTX23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Dual-Stage Planning for Elastic Optical Networks Integrating Machine-Learning-Assisted QoT Estimation.\n \n \n \n \n\n\n \n Salani, M.; Rottondi, C.; Ceré, L.; and Tornatore, M.\n\n\n \n\n\n\n
IEEE/ACM Trans. Netw., 31(3): 1293–1307. 2023.\n
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@article{DBLP:journals/ton/SalaniRCT23,\n author = {Matteo Salani and\n Cristina Rottondi and\n Leopoldo Cer{\\'{e}} and\n Massimo Tornatore},\n title = {Dual-Stage Planning for Elastic Optical Networks Integrating Machine-Learning-Assisted\n QoT Estimation},\n journal = {{IEEE/ACM} Trans. Netw.},\n volume = {31},\n number = {3},\n pages = {1293--1307},\n year = {2023},\n url = {https://doi.org/10.1109/TNET.2022.3213970},\n doi = {10.1109/TNET.2022.3213970},\n timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/ton/SalaniRCT23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n An Effective Strategy for Link Upgrade from C to C+L Band in Elastic Optical Backbone Networks.\n \n \n \n \n\n\n \n Kalkunte, R.; Abkenar, F. S.; Jana, R. K.; Aureli, D.; Ferdousi, S.; Srivastava, A.; Mitra, A.; Tornatore, M.; and Mukherjee, B.\n\n\n \n\n\n\n In
IEEE International Conference on Advanced Networks and Telecommunications Systems, ANTS 2023, Jaipur, India, December 17-20, 2023, pages 437–440, 2023. IEEE\n
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@inproceedings{DBLP:conf/IEEEants/KalkunteAJAFSMTM23,\n author = {Ramanuja Kalkunte and\n Forough Shirin Abkenar and\n Rana Kumar Jana and\n Davide Aureli and\n Sifat Ferdousi and\n Anand Srivastava and\n Abhijit Mitra and\n Massimo Tornatore and\n Biswanath Mukherjee},\n title = {An Effective Strategy for Link Upgrade from {C} to {C+L} Band in Elastic\n Optical Backbone Networks},\n booktitle = {{IEEE} International Conference on Advanced Networks and Telecommunications\n Systems, {ANTS} 2023, Jaipur, India, December 17-20, 2023},\n pages = {437--440},\n publisher = {{IEEE}},\n year = {2023},\n url = {https://doi.org/10.1109/ANTS59832.2023.10469649},\n doi = {10.1109/ANTS59832.2023.10469649},\n timestamp = {Mon, 08 Apr 2024 20:48:41 +0200},\n biburl = {https://dblp.org/rec/conf/IEEEants/KalkunteAJAFSMTM23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n A Token-Prioritization Strategy for Handling Data Imbalance in Network-Change Ticket Classification.\n \n \n \n \n\n\n \n Towhid, M. S.; Khan, N. S.; Shahriar, N.; Tornatore, M.; Boutaba, R.; and Saleh, A.\n\n\n \n\n\n\n In
19th International Conference on Network and Service Management, CNSM 2023, Niagara Falls, ON, Canada, October 30 - Nov. 2, 2023, pages 1–7, 2023. IEEE\n
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@inproceedings{DBLP:conf/cnsm/TowhidKSTBS23,\n author = {Md. Shamim Towhid and\n Nasik Sami Khan and\n Nashid Shahriar and\n Massimo Tornatore and\n Raouf Boutaba and\n Aladdin Saleh},\n title = {A Token-Prioritization Strategy for Handling Data Imbalance in Network-Change\n Ticket Classification},\n booktitle = {19th International Conference on Network and Service Management, {CNSM}\n 2023, Niagara Falls, ON, Canada, October 30 - Nov. 2, 2023},\n pages = {1--7},\n publisher = {{IEEE}},\n year = {2023},\n url = {https://doi.org/10.23919/CNSM59352.2023.10327831},\n doi = {10.23919/CNSM59352.2023.10327831},\n timestamp = {Tue, 05 Dec 2023 20:47:36 +0100},\n biburl = {https://dblp.org/rec/conf/cnsm/TowhidKSTBS23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Adaptive Entanglement Routing for Quantum Networks with Cutoff.\n \n \n \n \n\n\n \n Xiong, J.; Zhang, Q.; Gatto, A.; Musumeci, F.; Boutaba, R.; and Tornatore, M.\n\n\n \n\n\n\n In
19th International Conference on Network and Service Management, CNSM 2023, Niagara Falls, ON, Canada, October 30 - Nov. 2, 2023, pages 1–5, 2023. IEEE\n
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@inproceedings{DBLP:conf/cnsm/XiongZGMBT23,\n author = {Jiaheng Xiong and\n Qiaolun Zhang and\n Alberto Gatto and\n Francesco Musumeci and\n Raouf Boutaba and\n Massimo Tornatore},\n title = {Adaptive Entanglement Routing for Quantum Networks with Cutoff},\n booktitle = {19th International Conference on Network and Service Management, {CNSM}\n 2023, Niagara Falls, ON, Canada, October 30 - Nov. 2, 2023},\n pages = {1--5},\n publisher = {{IEEE}},\n year = {2023},\n url = {https://doi.org/10.23919/CNSM59352.2023.10327909},\n doi = {10.23919/CNSM59352.2023.10327909},\n timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},\n biburl = {https://dblp.org/rec/conf/cnsm/XiongZGMBT23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Quantum Key Distribution with Trusted Relay using an ETSI-compliant Software-Defined Controller.\n \n \n \n \n\n\n \n Bassi, R.; Zhang, Q.; Gatto, A.; Tornatore, M.; and Verticale, G.\n\n\n \n\n\n\n In
19th International Conference on the Design of Reliable Communication Networks, DRCN 2023, Vilanova i la Geltru, Spain, April 17-20, 2023, pages 1–7, 2023. IEEE\n
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@inproceedings{DBLP:conf/drcn/BassiZGTV23,\n author = {Riccardo Bassi and\n Qiaolun Zhang and\n Alberto Gatto and\n Massimo Tornatore and\n Giacomo Verticale},\n title = {Quantum Key Distribution with Trusted Relay using an ETSI-compliant\n Software-Defined Controller},\n booktitle = {19th International Conference on the Design of Reliable Communication\n Networks, {DRCN} 2023, Vilanova i la Geltru, Spain, April 17-20, 2023},\n pages = {1--7},\n publisher = {{IEEE}},\n year = {2023},\n url = {https://doi.org/10.1109/DRCN57075.2023.10108347},\n doi = {10.1109/DRCN57075.2023.10108347},\n timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},\n biburl = {https://dblp.org/rec/conf/drcn/BassiZGTV23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Machine-Learning-Assisted Failure Prediction in Microwave Networks based on Equipment Alarms.\n \n \n \n \n\n\n \n Lateano, F.; Ayoub, O.; Musumeci, F.; and Tornatore, M.\n\n\n \n\n\n\n In
19th International Conference on the Design of Reliable Communication Networks, DRCN 2023, Vilanova i la Geltru, Spain, April 17-20, 2023, pages 1–7, 2023. IEEE\n
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@inproceedings{DBLP:conf/drcn/LateanoAMT23,\n author = {Francesco Lateano and\n Omran Ayoub and\n Francesco Musumeci and\n Massimo Tornatore},\n title = {Machine-Learning-Assisted Failure Prediction in Microwave Networks\n based on Equipment Alarms},\n booktitle = {19th International Conference on the Design of Reliable Communication\n Networks, {DRCN} 2023, Vilanova i la Geltru, Spain, April 17-20, 2023},\n pages = {1--7},\n publisher = {{IEEE}},\n year = {2023},\n url = {https://doi.org/10.1109/DRCN57075.2023.10108226},\n doi = {10.1109/DRCN57075.2023.10108226},\n timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},\n biburl = {https://dblp.org/rec/conf/drcn/LateanoAMT23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Progressive Quantum Key Distribution Network Recovery after Massive Failures.\n \n \n \n \n\n\n \n Li, M.; Zhang, Q.; Gatto, A.; Bregni, S.; Yang, Z.; and Tornatore, M.\n\n\n \n\n\n\n In
IEEE Global Communications Conference, GLOBECOM 2023, Kuala Lumpur, Malaysia, December 4-8, 2023, pages 2148–2153, 2023. IEEE\n
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@inproceedings{DBLP:conf/globecom/LiZGBYT23,\n author = {Mengyao Li and\n Qiaolun Zhang and\n Alberto Gatto and\n Stefano Bregni and\n Zongshuai Yang and\n Massimo Tornatore},\n title = {Progressive Quantum Key Distribution Network Recovery after Massive\n Failures},\n booktitle = {{IEEE} Global Communications Conference, {GLOBECOM} 2023, Kuala Lumpur,\n Malaysia, December 4-8, 2023},\n pages = {2148--2153},\n publisher = {{IEEE}},\n year = {2023},\n url = {https://doi.org/10.1109/GLOBECOM54140.2023.10437619},\n doi = {10.1109/GLOBECOM54140.2023.10437619},\n timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},\n biburl = {https://dblp.org/rec/conf/globecom/LiZGBYT23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Cross-Task and Cross-Lightpath Failure Detection and Localization in Optical Networks Using Transfer Learning.\n \n \n \n \n\n\n \n Musumeci, F.; Marchionni, G. G.; and Tornatore, M.\n\n\n \n\n\n\n In
IEEE International Conference on Communications, ICC 2023, Rome, Italy, May 28 - June 1, 2023, pages 435–440, 2023. IEEE\n
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@inproceedings{DBLP:conf/icc/MusumeciMT23,\n author = {Francesco Musumeci and\n Giacomo G. Marchionni and\n Massimo Tornatore},\n title = {Cross-Task and Cross-Lightpath Failure Detection and Localization\n in Optical Networks Using Transfer Learning},\n booktitle = {{IEEE} International Conference on Communications, {ICC} 2023, Rome,\n Italy, May 28 - June 1, 2023},\n pages = {435--440},\n publisher = {{IEEE}},\n year = {2023},\n url = {https://doi.org/10.1109/ICC45041.2023.10279555},\n doi = {10.1109/ICC45041.2023.10279555},\n timestamp = {Thu, 02 Nov 2023 17:09:41 +0100},\n biburl = {https://dblp.org/rec/conf/icc/MusumeciMT23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Uncertainty-Aware QoT Forecasting in Optical Networks with Bayesian Recurrent Neural Networks.\n \n \n \n \n\n\n \n Cicco, N. D.; Talpini, J.; Ibrahimi, M.; Savi, M.; and Tornatore, M.\n\n\n \n\n\n\n In
IEEE International Conference on Communications, ICC 2023, Rome, Italy, May 28 - June 1, 2023, pages 441–446, 2023. IEEE\n
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@inproceedings{DBLP:conf/icc/CiccoTIST23,\n author = {Nicola Di Cicco and\n Jacopo Talpini and\n Memedhe Ibrahimi and\n Marco Savi and\n Massimo Tornatore},\n title = {Uncertainty-Aware QoT Forecasting in Optical Networks with Bayesian\n Recurrent Neural Networks},\n booktitle = {{IEEE} International Conference on Communications, {ICC} 2023, Rome,\n Italy, May 28 - June 1, 2023},\n pages = {441--446},\n publisher = {{IEEE}},\n year = {2023},\n url = {https://doi.org/10.1109/ICC45041.2023.10278767},\n doi = {10.1109/ICC45041.2023.10278767},\n timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},\n biburl = {https://dblp.org/rec/conf/icc/CiccoTIST23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Evaluation of Power Consumption in 5G Networks at sub-6 GHz and mmWave.\n \n \n \n \n\n\n \n Brambilla, M.; Cerutti, M.; Colombo, W.; and Tornatore, M.\n\n\n \n\n\n\n In
21st Mediterranean Communication and Computer Networking Conference, MedComNet 2023, Island of Ponza, Italy, June 13-15, 2023, pages 43–48, 2023. IEEE\n
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@inproceedings{DBLP:conf/medcomnet/BrambillaCCT23,\n author = {Mattia Brambilla and\n Mattia Cerutti and\n William Colombo and\n Massimo Tornatore},\n title = {Evaluation of Power Consumption in 5G Networks at sub-6 GHz and mmWave},\n booktitle = {21st Mediterranean Communication and Computer Networking Conference,\n MedComNet 2023, Island of Ponza, Italy, June 13-15, 2023},\n pages = {43--48},\n publisher = {{IEEE}},\n year = {2023},\n url = {https://doi.org/10.1109/MedComNet58619.2023.10168872},\n doi = {10.1109/MEDCOMNET58619.2023.10168872},\n timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},\n biburl = {https://dblp.org/rec/conf/medcomnet/BrambillaCCT23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n DRL-FORCH: A Scalable Deep Reinforcement Learning-based Fog Computing Orchestrator.\n \n \n \n \n\n\n \n Cicco, N. D.; Pittalà, G. F.; Davoli, G.; Borsatti, D.; Cerroni, W.; Raffaelli, C.; and Tornatore, M.\n\n\n \n\n\n\n In Bernardos, C. J.; Martini, B.; Rojas, E.; Verdii, F. L.; Zhu, Z.; Oki, E.; and Parzyjegla, H., editor(s),
9th IEEE International Conference on Network Softwarization, NetSoft 2023, Madrid, Spain, June 19-23, 2023, pages 125–133, 2023. IEEE\n
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@inproceedings{DBLP:conf/netsoft/CiccoPDBCRT23,\n author = {Nicola Di Cicco and\n Gaetano Francesco Pittal{\\`{a}} and\n Gianluca Davoli and\n Davide Borsatti and\n Walter Cerroni and\n Carla Raffaelli and\n Massimo Tornatore},\n editor = {Carlos J. Bernardos and\n Barbara Martini and\n Elisa Rojas and\n F{\\'{a}}bio Luciano Verdii and\n Zuqing Zhu and\n Eiji Oki and\n Helge Parzyjegla},\n title = {{DRL-FORCH:} {A} Scalable Deep Reinforcement Learning-based Fog Computing\n Orchestrator},\n booktitle = {9th {IEEE} International Conference on Network Softwarization, NetSoft\n 2023, Madrid, Spain, June 19-23, 2023},\n pages = {125--133},\n publisher = {{IEEE}},\n year = {2023},\n url = {https://doi.org/10.1109/NetSoft57336.2023.10175398},\n doi = {10.1109/NETSOFT57336.2023.10175398},\n timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},\n biburl = {https://dblp.org/rec/conf/netsoft/CiccoPDBCRT23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Vertical Split Learning-Based Identification and Explainable Deep Learning-Based Localization of Failures in Multi-Domain NFV Systems.\n \n \n \n \n\n\n \n Ezzeddine, F.; Ayoub, O.; Andreoletti, D.; Tornatore, M.; and Giordano, S.\n\n\n \n\n\n\n In Fitzek, F. H. P.; Horner, L. J.; Gharbaoui, M.; Nguyen, G. T.; Gu, R.; and Meuser, T., editor(s),
IEEE Conference on Network Function Virtualization and Software Defined Networks, NFV-SDN 2023, Dresden, Germany, November 7-9, 2023, pages 46–52, 2023. IEEE\n
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@inproceedings{DBLP:conf/nfvsdn/EzzeddineAATG23,\n author = {Fatima Ezzeddine and\n Omran Ayoub and\n Davide Andreoletti and\n Massimo Tornatore and\n Silvia Giordano},\n editor = {Frank H. P. Fitzek and\n Larry J. Horner and\n Molka Gharbaoui and\n Giang T. Nguyen and\n Rentao Gu and\n Tobias Meuser},\n title = {Vertical Split Learning-Based Identification and Explainable Deep\n Learning-Based Localization of Failures in Multi-Domain {NFV} Systems},\n booktitle = {{IEEE} Conference on Network Function Virtualization and Software\n Defined Networks, {NFV-SDN} 2023, Dresden, Germany, November 7-9,\n 2023},\n pages = {46--52},\n publisher = {{IEEE}},\n year = {2023},\n url = {https://doi.org/10.1109/NFV-SDN59219.2023.10329604},\n doi = {10.1109/NFV-SDN59219.2023.10329604},\n timestamp = {Tue, 30 Jul 2024 10:28:02 +0200},\n biburl = {https://dblp.org/rec/conf/nfvsdn/EzzeddineAATG23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Enhancement of Network-Cloud Ecosystem Resilience with Openness Disaggregation and Cooperation [Invited].\n \n \n \n \n\n\n \n Xu, S.; Ishii, K.; Yoshikane, N.; Sahoo, S.; Ferdousi, S.; Shiraiwa, M.; Hirota, Y.; Tsuritani, T.; Tornatore, M.; Awaji, Y.; Namiki, S.; and Mukherjee, B.\n\n\n \n\n\n\n In
Optical Fiber Communications Conference and Exhibition, OFC 2023, San Diego, CA, USA, March 5-9, 2023, pages 1–3, 2023. IEEE\n
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@inproceedings{DBLP:conf/ofc/XuIYSFSHTTANM23,\n author = {Sugang Xu and\n Kiyo Ishii and\n Noboru Yoshikane and\n Subhadeep Sahoo and\n Sifat Ferdousi and\n Masaki Shiraiwa and\n Yusuke Hirota and\n Takehiro Tsuritani and\n Massimo Tornatore and\n Yoshinari Awaji and\n Shu Namiki and\n Biswanath Mukherjee},\n title = {Enhancement of Network-Cloud Ecosystem Resilience with Openness Disaggregation\n and Cooperation [Invited]},\n booktitle = {Optical Fiber Communications Conference and Exhibition, {OFC} 2023,\n San Diego, CA, USA, March 5-9, 2023},\n pages = {1--3},\n publisher = {{IEEE}},\n year = {2023},\n url = {https://doi.org/10.23919/OFC49934.2023.10116575},\n doi = {10.23919/OFC49934.2023.10116575},\n timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},\n biburl = {https://dblp.org/rec/conf/ofc/XuIYSFSHTTANM23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Resource Allocation in Optical Networks with Mode Group Division Multiplexing and Light Trail.\n \n \n \n \n\n\n \n Zhang, Q.; Yang, Y.; Gatto, A.; and Tornatore, M.\n\n\n \n\n\n\n In
Optical Fiber Communications Conference and Exhibition, OFC 2023, San Diego, CA, USA, March 5-9, 2023, pages 1–3, 2023. IEEE\n
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@inproceedings{DBLP:conf/ofc/ZhangYGT23,\n author = {Qiaolun Zhang and\n Yizhou Yang and\n Alberto Gatto and\n Massimo Tornatore},\n title = {Resource Allocation in Optical Networks with Mode Group Division Multiplexing\n and Light Trail},\n booktitle = {Optical Fiber Communications Conference and Exhibition, {OFC} 2023,\n San Diego, CA, USA, March 5-9, 2023},\n pages = {1--3},\n publisher = {{IEEE}},\n year = {2023},\n url = {https://doi.org/10.23919/OFC49934.2023.10117225},\n doi = {10.23919/OFC49934.2023.10117225},\n timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},\n biburl = {https://dblp.org/rec/conf/ofc/ZhangYGT23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Protection of Inter-ONU Connectivity in Advanced PON with Minimum Trenching Cost.\n \n \n \n \n\n\n \n Karandin, O.; Ayoub, O.; Napoletano, D.; Musumeci, F.; and Tornatore, M.\n\n\n \n\n\n\n In Gomes, T.; López, D. L.; Machuca, C. M.; Valcarenghi, L.; Jorge, L.; and Melo, P., editor(s),
International Conference on Optical Network Design and Modeling, ONDM 2023, Coimbra, Portugal, May 8-11, 2023, pages 1–5, 2023. IEEE\n
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@inproceedings{DBLP:conf/ondm/KarandinANMT23,\n author = {Oleg Karandin and\n Omran Ayoub and\n Domenico Napoletano and\n Francesco Musumeci and\n Massimo Tornatore},\n editor = {Teresa Gomes and\n David Larrabeiti L{\\'{o}}pez and\n Carmen Mas Machuca and\n Luca Valcarenghi and\n Lu{\\'{\\i}}sa Jorge and\n Paulo Melo},\n title = {Protection of Inter-ONU Connectivity in Advanced {PON} with Minimum\n Trenching Cost},\n booktitle = {International Conference on Optical Network Design and Modeling, {ONDM}\n 2023, Coimbra, Portugal, May 8-11, 2023},\n pages = {1--5},\n publisher = {{IEEE}},\n year = {2023},\n url = {https://ieeexplore.ieee.org/document/10144874},\n timestamp = {Wed, 28 Jun 2023 10:28:55 +0200},\n biburl = {https://dblp.org/rec/conf/ondm/KarandinANMT23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Experimental Assessment of Reversibility-Aware Deep Reinforcement Learning for Optical Data Center Network Reconfiguration.\n \n \n \n \n\n\n \n Sica, M.; Singh, S. K.; Proietti, R.; Tornatore, M.; and Yoo, S. J. B.\n\n\n \n\n\n\n In Gomes, T.; López, D. L.; Machuca, C. M.; Valcarenghi, L.; Jorge, L.; and Melo, P., editor(s),
International Conference on Optical Network Design and Modeling, ONDM 2023, Coimbra, Portugal, May 8-11, 2023, pages 1–6, 2023. IEEE\n
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@inproceedings{DBLP:conf/ondm/SicaSPTY23,\n author = {Massimiliano Sica and\n Sandeep Kumar Singh and\n Roberto Proietti and\n Massimo Tornatore and\n S. J. Ben Yoo},\n editor = {Teresa Gomes and\n David Larrabeiti L{\\'{o}}pez and\n Carmen Mas Machuca and\n Luca Valcarenghi and\n Lu{\\'{\\i}}sa Jorge and\n Paulo Melo},\n title = {Experimental Assessment of Reversibility-Aware Deep Reinforcement\n Learning for Optical Data Center Network Reconfiguration},\n booktitle = {International Conference on Optical Network Design and Modeling, {ONDM}\n 2023, Coimbra, Portugal, May 8-11, 2023},\n pages = {1--6},\n publisher = {{IEEE}},\n year = {2023},\n url = {https://ieeexplore.ieee.org/document/10144881},\n timestamp = {Tue, 27 Jun 2023 01:00:00 +0200},\n biburl = {https://dblp.org/rec/conf/ondm/SicaSPTY23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n A Novel Strategy of Carrier Cooperation with Coordinated Scheduling for Swift Failure/Disaster Recovery.\n \n \n \n \n\n\n \n Xu, S.; Sahoo, S.; Ferdousi, S.; Shiraiwa, M.; Hirota, Y.; Tornatore, M.; Awaji, Y.; and Mukherjee, B.\n\n\n \n\n\n\n In Gomes, T.; López, D. L.; Machuca, C. M.; Valcarenghi, L.; Jorge, L.; and Melo, P., editor(s),
International Conference on Optical Network Design and Modeling, ONDM 2023, Coimbra, Portugal, May 8-11, 2023, pages 1–6, 2023. IEEE\n
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@inproceedings{DBLP:conf/ondm/XuSFSHTAM23,\n author = {Sugang Xu and\n Subhadeep Sahoo and\n Sifat Ferdousi and\n Masaki Shiraiwa and\n Yusuke Hirota and\n Massimo Tornatore and\n Yoshinari Awaji and\n Biswanath Mukherjee},\n editor = {Teresa Gomes and\n David Larrabeiti L{\\'{o}}pez and\n Carmen Mas Machuca and\n Luca Valcarenghi and\n Lu{\\'{\\i}}sa Jorge and\n Paulo Melo},\n title = {A Novel Strategy of Carrier Cooperation with Coordinated Scheduling\n for Swift Failure/Disaster Recovery},\n booktitle = {International Conference on Optical Network Design and Modeling, {ONDM}\n 2023, Coimbra, Portugal, May 8-11, 2023},\n pages = {1--6},\n publisher = {{IEEE}},\n year = {2023},\n url = {https://ieeexplore.ieee.org/document/10144846},\n timestamp = {Tue, 27 Jun 2023 01:00:00 +0200},\n biburl = {https://dblp.org/rec/conf/ondm/XuSFSHTAM23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Poster: Continual Network Learning.\n \n \n \n \n\n\n \n Cicco, N. D.; Sadi, A. A.; Grasselli, C.; Melis, A.; Antichi, G.; and Tornatore, M.\n\n\n \n\n\n\n In Schulzrinne, H.; Misra, V.; Kohler, E.; and Maltz, D. A., editor(s),
Proceedings of the ACM SIGCOMM 2023 Conference, ACM SIGCOMM 2023, New York, NY, USA, 10-14 September 2023, pages 1096–1098, 2023. ACM\n
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@inproceedings{DBLP:conf/sigcomm/CiccoSG0AT23,\n author = {Nicola Di Cicco and\n Amir Al Sadi and\n Chiara Grasselli and\n Andrea Melis and\n Gianni Antichi and\n Massimo Tornatore},\n editor = {Henning Schulzrinne and\n Vishal Misra and\n Eddie Kohler and\n David A. Maltz},\n title = {Poster: Continual Network Learning},\n booktitle = {Proceedings of the {ACM} {SIGCOMM} 2023 Conference, {ACM} {SIGCOMM}\n 2023, New York, NY, USA, 10-14 September 2023},\n pages = {1096--1098},\n publisher = {{ACM}},\n year = {2023},\n url = {https://doi.org/10.1145/3603269.3610855},\n doi = {10.1145/3603269.3610855},\n timestamp = {Fri, 02 Aug 2024 15:50:42 +0200},\n biburl = {https://dblp.org/rec/conf/sigcomm/CiccoSG0AT23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Throughput Maximization in Multi-Band Optical Networks with Column Generation.\n \n \n \n \n\n\n \n Chen, C.; Xiao, S.; Zhou, F.; and Tornatore, M.\n\n\n \n\n\n\n
CoRR, abs/2311.07335. 2023.\n
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@article{DBLP:journals/corr/abs-2311-07335,\n author = {Cao Chen and\n Shilin Xiao and\n Fen Zhou and\n Massimo Tornatore},\n title = {Throughput Maximization in Multi-Band Optical Networks with Column\n Generation},\n journal = {CoRR},\n volume = {abs/2311.07335},\n year = {2023},\n url = {https://doi.org/10.48550/arXiv.2311.07335},\n doi = {10.48550/ARXIV.2311.07335},\n eprinttype = {arXiv},\n eprint = {2311.07335},\n timestamp = {Wed, 15 Nov 2023 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/corr/abs-2311-07335.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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