Sandeep Kumar Singh

33 papers A* 1B 2C 1Journal 14Unranked 14

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Quantum Wrapper Networking. IEEE Commun. Mag. S. J. Ben Yoo, Sandeep Kumar Singh, Mehmet Berkay On, Gamze Gül, Gregory S. Kanter, Roberto Proietti, Prem Kumar
2023	—	`conf`	A Hybrid Computing Framework Enabled by AI and Blockchain in Fiber-Wireless Networks. ANTS Sandeep Kumar Singh
2023	—	`conf`	Demonstration of Quantum Channel Monitoring via Quantum Wrappers. OFC Mehmet Berkay On, Sandeep Kumar Singh, Gamze Gül, Gregory S. Kanter, Roberto Proietti, Prem Kumar, S. J. Ben Yoo
2023	—	`conf`	Experimental Assessment of Reversibility-Aware Deep Reinforcement Learning for Optical Data Center Network Reconfiguration. ONDM Massimiliano Sica, Sandeep Kumar Singh, Roberto Proietti, Massimo Tornatore, S. J. Ben Yoo
2023	—	`conf`	MAESTRO: MAke-bEfore-break StraTegy for Reconfiguration in Optical Datacenters. OFC Sandeep Kumar Singh, Che-Yu Liu, Roberto Proietti, S. J. Ben Yoo
2022	J	`jnl`	Leveraging Graph and Deep Learning Uncertainties to Detect Anomalous Maritime Trajectories. IEEE Trans. Intell. Transp. Syst. Sandeep Kumar Singh, Jaya Shradha Fowdur, Jakob Gawlikowski, Daniel Medina
2022	—	`conf`	Machine-Learning-Aided Dynamic Reconfiguration in Optical DC/HPC Networks (Invited). ONDM Sandeep Kumar Singh, Che-Yu Liu, S. J. Ben Yoo, Roberto Proietti
2022	—	`conf`	Multi-Cluster Reconfiguration with Traffic Prediction in Hyper-Flex-LION Architecture. OFC Sandeep Kumar Singh, Roberto Proietti, Che-Yu Liu, S. J. Ben Yoo
2021	J	`jnl`	Leveraging Evidential Deep Learning Uncertainties with Graph-based Clustering to Detect Anomalies. CoRR Sandeep Kumar Singh, Jaya Shradha Fowdur, Jakob Gawlikowski, Daniel Medina
2020	—	`conf`	Machine Learning-Assisted Anomaly Detection in Maritime Navigation using AIS Data. PLANS Sandeep Kumar Singh, Frank Heymann
2020	C	`conf`	On the Effectiveness of AI-Assisted Anomaly Detection Methods in Maritime Navigation. FUSION Sandeep Kumar Singh, Frank Heymann
2020	—	`—`	Stochastic Analysis and Learning-based Algorithms for Resource Provisioning in Optical Networks (Stochastische Analyse und lernbasierte Algorithmen zur Ressourcenbereitstellung in optischen Netzwerken) Sandeep Kumar Singh
2019	A*	`conf`	Computing Blocking Probabilities in Elastic Optical Networks with Spectrum Defragmentation. INFOCOM Sandeep Kumar Singh, Admela Jukan
2019	J	`jnl`	Machine Learning Techniques to Detecting and Preventing Jamming Attacks in Optical Networks. CoRR Mounir Bensalem, Sandeep Kumar Singh, Admela Jukan
2019	B	`conf`	On Detecting and Preventing Jamming Attacks with Machine Learning in Optical Networks. GLOBECOM Mounir Bensalem, Sandeep Kumar Singh, Admela Jukan
2018	J	`jnl`	Artificial Intelligence (AI) Methods in Optical Networks: A Comprehensive Survey. CoRR Javier Mata, Ignacio de Miguel, Ramó n J. Durá n, Noemí Merayo, Sandeep Kumar Singh, Admela Jukan, Mohit Chamania
2018	J	`jnl`	Artificial intelligence (AI) methods in optical networks: A comprehensive survey. Opt. Switch. Netw. Javier Mata, Ignacio de Miguel, Ramón J. Durán, Noemí Merayo, Sandeep Kumar Singh, Admela Jukan, Mohit Chamania
2018	J	`jnl`	Improving Animal-Human Cohabitation with Machine Learning in Fiber-Wireless Networks. J. Sens. Actuator Networks Sandeep Kumar Singh, Francisco Carpio, Admela Jukan
2018	J	`jnl`	Machine-Learning-Based Prediction for Resource (Re)allocation in Optical Data Center Networks. JOCN Sandeep Kumar Singh, Admela Jukan
2017	—	`conf`	A combined optical spectrum scrambling and defragmentation in multi-core fiber networks. ICC Sandeep Kumar Singh, Wolfgang Bziuk, Admela Jukan
2017	J	`jnl`	An Analytical Approach to Computing Blocking Probabilities in Flexi-Grid Optical Networks. CoRR Sandeep Kumar Singh, Admela Jukan
2017	J	`jnl`	Analytical performance modeling of spectrum defragmentation in elastic optical link networks. Opt. Switch. Netw. Sandeep Kumar Singh, Wolfgang Bziuk, Admela Jukan
2017	J	`jnl`	Efficient Spectrum Defragmentation With Holding-Time Awareness in Elastic Optical Networks. JOCN Sandeep Kumar Singh, Admela Jukan
2017	—	`conf`	Holding-time information (HTI): When to use it? OFC Sandeep Kumar Singh, Admela Jukan
2016	B	`conf`	Balancing Data Security and Blocking Performance with Spectrum Randomization in Optical Networks. GLOBECOM Sandeep Kumar Singh, Wolfgang Bziuk, Admela Jukan
2016	J	`jnl`	Balancing Data Security and Blocking Performance with Spectrum Randomization in Optical Networks. CoRR Sandeep Kumar Singh, Wolfgang Bziuk, Admela Jukan
2016	—	`conf`	Balancing Security and blocking performance with reconfiguration of the elastic optical spectrum. MIPRO Sandeep Kumar Singh, Wolfgang Bziuk, Admela Jukan
2016	—	`conf`	Defragmentation-as-a-Service (DaaS): How beneficial is it? OFC Sandeep Kumar Singh, Wolfgang Bziuk, Admela Jukan
2016	J	`jnl`	Defragmentation-as-a-Service (DaaS): How beneficial is it? CoRR Sandeep Kumar Singh, Wolfgang Bziuk, Admela Jukan
2016	—	`conf`	Non-disruptive spectrum defragmentation with holding-time awareness in optical networks. ONDM Sandeep Kumar Singh, Admela Jukan
2016	—	`conf`	Traffic adaptive reconfiguration in virtual optical bus networks. ANTS Sandeep Kumar Singh, R. Manivasakan
2015	J	`jnl`	A Survey on Internet Multipath Routing and Provisioning. IEEE Commun. Surv. Tutorials Sandeep Kumar Singh, Tamal Das, Admela Jukan
2015	—	`conf`	Performance analysis of virtual optical bus networks. NCC Sandeep Kumar Singh, R. Manivasakan