S. J. Ben Yoo, S. K. Singh, M. B. On, G. Gul, G. Kanter, R. Proietti, and P. Kumar, "Quantum Wrapper Networking," IEEE Communications Magazine, Vol. 62 Issue 3, 2024. DOI: 10.1109/MCOM.001.2300067.
M. B. On, Roberto Proietti, Gamze Gul, Gregory S. Kanter, S. K. Singh, Prem Kumar, and S. J. B. Yoo, "Experimental Demonstration of Datagram Switching with Monitoring in Quantum Wrapper Networks," Optica Journal of Lightwave Technology, vol. 42 issue 10, 2024. DOI: 10.1109/JLT.2024.3362292.
S. K. Singh, J. S. Fowdur, J. Gawlikowski, D. Medina, "Leveraging Graph and Deep Learning Uncertainties to Detect Anomalous Maritime Trajectories," IEEE Transaction on Intelligent Transportation Systems, Vol. 23, Issue 12, 2022. DOI: 10.1109/TITS.2022.3190834.
S. K. Singh and A. Jukan, "Machine Learning-based Prediction for Resource (Re)allocation in Optical Data Center Networks," IEEE/OSA Journal of Optical Communications and Networking (JOCN), vol. 10, issue 10, pp. D12-D28, 2018. DOI: 10.1364/JOCN.10.000D12.
S. K. Singh, F. Carpio, and A. Jukan, "Improving Animal-Human Cohabitation with Machine Learning in Fiber-Wireless Networks," MDPI Journal of Sensor and Actuator Networks," vol. 7, no. 3, 2018. DOI: 10.3390/jsan7030035.
J. Mata, I. De Miguel, R. J. Duran, N. Merayo, S. K. Singh, A. Jukan, M. Chamania, "Artificial intelligence (AI) methods in optical networks: A comprehensive survey," Elsevier Journal of Optical Switching and Networking, Vol. 28, pp.43-57, 2018. DOI: 10.1016/j.osn.2017.12.006.
S. K. Singh and A. Jukan, "Efficient Spectrum Defragmentation with Holding Time Awareness in Elastic Optical Networks," IEEE/OSA Journal of Optical Communications and Networking (JOCN), vol. 9, no. 3, pp. B78-B89, 2017. DOI: 10.1364/JOCN.9.000B78.
S. K. Singh, T. Das, and A. Jukan, "Analytical performance modeling of spectrum defragmentation in elastic optical link networks," Elsevier Journal of Optical Switching and Networking, vol. 24, pp. 25-38, 2016. DOI: 10.1016/j.osn.2016.11.001.
S. K. Singh, T. Das, and A. Jukan, "A Survey on Internet Multipath Routing and Provisioning," IEEE Comm. Surveys and Tutorials, vol. 17, no. 4, 2015. DOI: 10.1109/COMST.2015.2460222.
M. B. On, R. Proietti, G. Gul, Gregory S. Kanter, S. K. Singh, P. Kumar, and S. J. B. Yoo, "Entanglement Distribution in Packet-Switched Quantum Wrapper Network," CLEO Laser Science to Photonic Applications, San Jose, CA, May 2024.
S. K. Singh, "A Hybrid Computing Framework Enabled by AI and Blockchain in Fiber-Wireless Networks," IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS), Jaipur, India, December 2023.
G. Gul, M. B. On, S. K. Singh, G. Kanter, R. Proietti, P. Kumar, and S. J. Ben Yoo, "Designing Classical Header Bits for Quantum Wrapper Networking with O-band Quantum Signal," in Frontiers in Optics + Laser Science (FiO, LS), Optica Publishing Group, JTu5A.41, 2023.
M. Sica, S. K. Singh, R. Proietti, M. Tornatore, and S. J. Ben Yoo, "Experimental Assessment of Reversibility-Aware Deep Reinforcement Learning for Optical Data Center Network Reconfiguration," Optical Network Design and Modeling (ONDM), Coimbra, Portugal, May 2023.
S. K. Singh, C. Liu, R. Proietti, and S. J. Ben Yoo, "MAESTRO: MAke-bEfore-break StraTegy for Reconguration in Optical Datacenters," Optical Fiber Communication Conference (OFC), San Diego, CA, USA, March 2023.
M. B. On, S. K. Singh, G. Gul, G. Kanter, R. Proietti, P. Kumar, and S. J. Ben Yoo, "Demonstration of Quantum Channel Monitoring via Quantum Wrappers," Optical Fiber Communication Conference (OFC), San Diego, CA, USA, March 2023.
S. K. Singh, M. B. On, R. Proietti, G. Kanter, P. Kumar, and S. J. Ben Yoo, "Experimental Demonstration of Correlation between Copropagating Quantum and Classical Bits for Quantum Wrapper Networking," European Conference on Optical Communication (ECOC), September 2022.
M. Ahmadian, M. Ruiz, M. B. On, S. K. Singh, J. Comellas, R. Proietti, S.J.B. Yoo, and L. Velasco, "Designing a Digital Twin for Quantum Key Distribution," European Conference on Optical Communication (ECOC), September 2022.
S. K. Singh, C. Liu, S. J. Ben Yoo, and R. Proietti, "Machine-Learning-Aided Dynamic Reconfiguration in Optical DC/HPC Networks (Invited)," International Conference on Optical Network Design and Modeling (ONDM), Poland, May 2022.
S. K. Singh, R. Proietti, C. Liu, and S. J. Ben Yoo, "Multi-Cluster Reconfiguration with Traffic Prediction in Hyper-Flex-LION Architecture," Optical Fiber Communication Conference (OFC), San Diego, CA, USA, March 2022.
S. K. Singh and F. Heymann, "On the Effectiveness of AI-Assisted Anomaly Detection Methods in Maritime Navigation," 23rd International Conference on Information Fusion, virtual, July 2020. DOI:10.23919/FUSION45008.2020.9190533
S. K. Singh and F. Heymann, "Machine Learning-Assisted Anomaly Detection in Maritime Navigation Using AIS Data," IEEE/ION Conference on Position Location and Navigation Symposium, Portland, USA, April 2020. DOI: 10.1109/PLANS46316.2020.9109806
S. K. Singh and A. Jukan, "Computing Blocking Probabilities in Elastic Optical Networks with Spectrum Defragmentation," in proc. of IEEE Conference on Computer Communications (INFOCOM), Paris, April 2019. DOI: 10.1109/INFOCOM.2019.8737554
M. Bensalem, S. K. Singh, and A. Jukan, "On Detecting and Preventing Jamming Attacks with Machine Learning in Optical Networks," IEEE Global Communications Conference (GLOBECOM), Waikoloa, HI, USA, Dec. 2019. DOI: 10.1109/GLOBECOM38437.2019.9013238
J. Mata, I. De Miguel, R. J. Duran, N. Merayo, S. K. Singh, A. Jukan, M. Chamania, "Application of artificial intelligence techniques in optical networks," IEEE Photonics Society Summer Topical Meeting Series (SUM), USA, 2018. DOI: 10.1109/PHOSST.2018.8456691
S. K. Singh, W. Bziuk, and A. Jukan, "A Combined Optical Spectrum Scrambling and Defragmentation in Multi-Core Fiber Networks," IEEE International Conference on Communications (ICC), Paris, May 2017. DOI: 10.1109/ICC.2017.7997408
S. K. Singh, W. Bziuk, and A. Jukan, "Balancing Data Security and Blocking Performance with Spectrum Randomization in Optical Networks," IEEE Global Communications Conference (GLOBECOM), USA, 2016. DOI: 10.1109/GLOCOM.2016.7841622.
S. K. Singh, and A. Jukan, "Non-Disruptive Spectrum Defragmentation with Holding-Time Awareness in Optical Networks," International Conference on Optical Network Design and Modeling (ONDM), Cartagena, Spain, 2016. DOI: 10.1109/ONDM.2016.7494083
S. K. Singh, W. Bziuk, and A. Jukan, "Balancing Security and Blocking Performance with Reconfiguration of the Elastic Optical Spectrum," International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), Croatia, 2016. DOI: 10.1109/MIPRO.2016.7522214
S. K. Singh, W. Bziuk, and A. Jukan, "Defragmentaation-as-a-Service (DaaS): How benecial is it?," Optical Fiber Communication Conference (OFC), San Diego, CA, USA, March 2016. DOI: 10.1364/OFC.2016.W2A.55
S. K. Singh and R. Manivasakan, "Traffic Adaptive Reconfiguration in Virtual Optical Bus Networks," IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS), Bangalore, India, 2016. DOI: 10.1109/ANTS.2016.7947824
S. K. Singh and R. Manivasakan, "Performance Analysis of Virtual Optical Bus Networks," National Conference on Communications (NCC), Mumbai, India, 2015. DOI: 10.1109/NCC.2015.7084874
A. Rostami and S. K. Singh, "Design of Virtual Optical Bus Networks: A Heuristic Approach," European Conference on Networks and Optical Communications (NOC), Mumbai, India, 2012. DOI: 10.1109/NOC.2012.6249945