Sandeep Kumar Singh

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 29

Top Topics

Anomaly Detection

Wavelength Division Multiplexing

Optical Networks

Top Venues

Opt. Switch. Netw.

Publications

S. J. Ben Yoo, Sandeep Kumar Singh, Mehmet Berkay On, Gamze Gül, Gregory S. Kanter, Roberto Proietti, Prem Kumar
Quantum Wrapper Networking. IEEE Commun. Mag. 62 (3) (2024)
Massimiliano Sica, Sandeep Kumar Singh, Roberto Proietti, Massimo Tornatore, S. J. Ben Yoo
Experimental Assessment of Reversibility-Aware Deep Reinforcement Learning for Optical Data Center Network Reconfiguration. ONDM (2023)
Mehmet Berkay On, Sandeep Kumar Singh, Gamze Gul, Gregory S. Kanter, Roberto Proietti, Prem Kumar, S. J. Ben Yoo
Demonstration of Quantum Channel Monitoring via Quantum Wrappers. OFC (2023)
Sandeep Kumar Singh, Che-Yu Liu, Roberto Proietti, S. J. Ben Yoo
MAESTRO: MAke-bEfore-break StraTegy for Reconfiguration in Optical Datacenters. OFC (2023)
Sandeep Kumar Singh, Jaya Shradha Fowdur, Jakob Gawlikowski, Daniel Medina
Leveraging Graph and Deep Learning Uncertainties to Detect Anomalous Maritime Trajectories. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Sandeep Kumar Singh, Jaya Shradha Fowdur, Jakob Gawlikowski, Daniel Medina
Leveraging Evidential Deep Learning Uncertainties with Graph-based Clustering to Detect Anomalies. CoRR (2021)
Sandeep Kumar Singh, Frank Heymann
Machine Learning-Assisted Anomaly Detection in Maritime Navigation using AIS Data. PLANS (2020)
Sandeep Kumar Singh, Frank Heymann
On the Effectiveness of AI-Assisted Anomaly Detection Methods in Maritime Navigation. FUSION (2020)
Mounir Bensalem, Sandeep Kumar Singh, Admela Jukan
Machine Learning Techniques to Detecting and Preventing Jamming Attacks in Optical Networks. CoRR (2019)
Sandeep Kumar Singh, Admela Jukan
Computing Blocking Probabilities in Elastic Optical Networks with Spectrum Defragmentation. INFOCOM (2019)
Mounir Bensalem, Sandeep Kumar Singh, Admela Jukan
On Detecting and Preventing Jamming Attacks with Machine Learning in Optical Networks. GLOBECOM (2019)
Javier Mata, Ignacio de Miguel, Ramón J. Durán, Noemí Merayo, Sandeep Kumar Singh, Admela Jukan, Mohit Chamania
Artificial intelligence (AI) methods in optical networks: A comprehensive survey. Opt. Switch. Netw. 28 (2018)
Sandeep Kumar Singh, Admela Jukan
Machine-Learning-Based Prediction for Resource (Re)allocation in Optical Data Center Networks. JOCN 10 (10) (2018)
Javier Mata, Ignacio de Miguel, Ramó n J. Durá n, Noemí Merayo, Sandeep Kumar Singh, Admela Jukan, Mohit Chamania
Artificial Intelligence (AI) Methods in Optical Networks: A Comprehensive Survey. CoRR (2018)
Sandeep Kumar Singh, Francisco Carpio, Admela Jukan
Improving Animal-Human Cohabitation with Machine Learning in Fiber-Wireless Networks. J. Sens. Actuator Networks 7 (3) (2018)
Sandeep Kumar Singh, Admela Jukan
An Analytical Approach to Computing Blocking Probabilities in Flexi-Grid Optical Networks. CoRR (2017)
Sandeep Kumar Singh, Admela Jukan
Holding-time information (HTI): When to use it? OFC (2017)
Sandeep Kumar Singh, Wolfgang Bziuk, Admela Jukan
A combined optical spectrum scrambling and defragmentation in multi-core fiber networks. ICC (2017)
Sandeep Kumar Singh, Wolfgang Bziuk, Admela Jukan
Analytical performance modeling of spectrum defragmentation in elastic optical link networks. Opt. Switch. Netw. 24 (2017)
Sandeep Kumar Singh, Admela Jukan
Efficient Spectrum Defragmentation With Holding-Time Awareness in Elastic Optical Networks. JOCN 9 (3) (2017)
Sandeep Kumar Singh, Wolfgang Bziuk, Admela Jukan
Defragmentation-as-a-Service (DaaS): How beneficial is it? CoRR (2016)
Sandeep Kumar Singh, Wolfgang Bziuk, Admela Jukan
Defragmentation-as-a-Service (DaaS): How beneficial is it? OFC (2016)
Sandeep Kumar Singh, Admela Jukan
Non-disruptive spectrum defragmentation with holding-time awareness in optical networks. ONDM (2016)
Sandeep Kumar Singh, R. Manivasakan
Traffic adaptive reconfiguration in virtual optical bus networks. ANTS (2016)
Sandeep Kumar Singh, Wolfgang Bziuk, Admela Jukan
Balancing Data Security and Blocking Performance with Spectrum Randomization in Optical Networks. GLOBECOM (2016)
Sandeep Kumar Singh, Wolfgang Bziuk, Admela Jukan
Balancing Security and blocking performance with reconfiguration of the elastic optical spectrum. MIPRO (2016)
Sandeep Kumar Singh, Wolfgang Bziuk, Admela Jukan
Balancing Data Security and Blocking Performance with Spectrum Randomization in Optical Networks. CoRR (2016)
Sandeep Kumar Singh, Tamal Das, Admela Jukan
A Survey on Internet Multipath Routing and Provisioning. IEEE Commun. Surv. Tutorials 17 (4) (2015)
Sandeep Kumar Singh, R. Manivasakan
Performance analysis of virtual optical bus networks. NCC (2015)