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ORCIDSandeep Kumar Singh 0002
Person information
- affiliation: University of California, Davis, USA
- affiliation (former): German Aerospace Center (DLR), Germany
- affiliation (former): Technical University of Braunschweig, Germany
Other persons with the same name
- Sandeep Kumar Singh — disambiguation page
- Sandeep Kumar Singh 0001
![[0000-0002-2781-8684]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-2781-8684")
(aka: Sandeep K. Singh 0001) — Jaypee Institute of Information Technology, Noida, India - Sandeep Kumar Singh 0003 — NIT Arunachal Pradesh, India
- Sandeep Kumar Singh 0004 — Indian Institute of Technology Delhi, New Delhi, India
- Sandeep Kumar Singh 0005 — National Sun Yat-sen University, Kaohsiung, Taiwan
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2020 – today
- 2024
[j8]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): 76-81 (2024)- 2023
- [c17]Sandeep Kumar Singh, Che-Yu Liu, Roberto Proietti, S. J. Ben Yoo:
MAESTRO: MAke-bEfore-break StraTegy for Reconfiguration in Optical Datacenters. OFC 2023: 1-3 - [c16]Mehmet Berkay On, Sandeep Kumar Singh, Gamze Gül, Gregory S. Kanter, Roberto Proietti, Prem Kumar, S. J. Ben Yoo:
Demonstration of Quantum Channel Monitoring via Quantum Wrappers. OFC 2023: 1-3 - [c15]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: 1-6 - 2022
- [j7]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): 23488-23502 (2022) - [c14]Sandeep Kumar Singh, Roberto Proietti, Che-Yu Liu, S. J. Ben Yoo:
Multi-Cluster Reconfiguration with Traffic Prediction in Hyper-Flex-LION Architecture. OFC 2022: 1-3 - [c13]Sandeep Kumar Singh, Che-Yu Liu, S. J. Ben Yoo, Roberto Proietti:
Machine-Learning-Aided Dynamic Reconfiguration in Optical DC/HPC Networks (Invited). ONDM 2022: 1-6 - 2021
- [i6]Sandeep Kumar Singh, Jaya Shradha Fowdur, Jakob Gawlikowski, Daniel Medina:
Leveraging Evidential Deep Learning Uncertainties with Graph-based Clustering to Detect Anomalies. CoRR abs/2107.01557 (2021) - 2020
- [b1]Sandeep Kumar Singh:
Stochastic Analysis and Learning-based Algorithms for Resource Provisioning in Optical Networks (Stochastische Analyse und lernbasierte Algorithmen zur Ressourcenbereitstellung in optischen Netzwerken). Braunschweig University of Technology, Germany, 2020 - [c12]Sandeep Kumar Singh, Frank Heymann:
On the Effectiveness of AI-Assisted Anomaly Detection Methods in Maritime Navigation. FUSION 2020: 1-7 - [c11]Sandeep Kumar Singh, Frank Heymann:
Machine Learning-Assisted Anomaly Detection in Maritime Navigation using AIS Data. PLANS 2020: 832-838
2010 – 2019
- 2019
- [c10]Mounir Bensalem, Sandeep Kumar Singh, Admela Jukan:
On Detecting and Preventing Jamming Attacks with Machine Learning in Optical Networks. GLOBECOM 2019: 1-6 - [c9]Sandeep Kumar Singh, Admela Jukan:
Computing Blocking Probabilities in Elastic Optical Networks with Spectrum Defragmentation. INFOCOM 2019: 424-432 - [i5]Mounir Bensalem, Sandeep Kumar Singh, Admela Jukan:
Machine Learning Techniques to Detecting and Preventing Jamming Attacks in Optical Networks. CoRR abs/1902.07537 (2019) - 2018
- [j6]Sandeep Kumar Singh, Admela Jukan:
Machine-Learning-Based Prediction for Resource (Re)allocation in Optical Data Center Networks. JOCN 10(10): D12-D28 (2018) - [j5]Sandeep Kumar Singh, Francisco Carpio, Admela Jukan:
Improving Animal-Human Cohabitation with Machine Learning in Fiber-Wireless Networks. J. Sens. Actuator Networks 7(3): 35 (2018) - [j4]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: 43-57 (2018) - [i4]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 abs/1801.01704 (2018) - 2017
- [j3]Sandeep Kumar Singh, Admela Jukan:
Efficient Spectrum Defragmentation With Holding-Time Awareness in Elastic Optical Networks. JOCN 9(3): B78-B89 (2017) - [j2]Sandeep Kumar Singh, Wolfgang Bziuk, Admela Jukan:
Analytical performance modeling of spectrum defragmentation in elastic optical link networks. Opt. Switch. Netw. 24: 25-38 (2017) - [c8]Sandeep Kumar Singh, Wolfgang Bziuk, Admela Jukan:
A combined optical spectrum scrambling and defragmentation in multi-core fiber networks. ICC 2017: 1-6 - [c7]Sandeep Kumar Singh, Admela Jukan:
Holding-time information (HTI): When to use it? OFC 2017: 1-3 - [i3]Sandeep Kumar Singh, Admela Jukan:
An Analytical Approach to Computing Blocking Probabilities in Flexi-Grid Optical Networks. CoRR abs/1706.07747 (2017) - 2016
- [c6]Sandeep Kumar Singh, R. Manivasakan:
Traffic adaptive reconfiguration in virtual optical bus networks. ANTS 2016: 1-6 - [c5]Sandeep Kumar Singh, Wolfgang Bziuk, Admela Jukan:
Balancing Data Security and Blocking Performance with Spectrum Randomization in Optical Networks. GLOBECOM 2016: 1-7 - [c4]Sandeep Kumar Singh, Wolfgang Bziuk, Admela Jukan:
Balancing Security and blocking performance with reconfiguration of the elastic optical spectrum. MIPRO 2016: 612-617 - [c3]Sandeep Kumar Singh, Wolfgang Bziuk, Admela Jukan:
Defragmentation-as-a-Service (DaaS): How beneficial is it? OFC 2016: 1-3 - [c2]Sandeep Kumar Singh, Admela Jukan:
Non-disruptive spectrum defragmentation with holding-time awareness in optical networks. ONDM 2016: 1-6 - [i2]Sandeep Kumar Singh, Wolfgang Bziuk, Admela Jukan:
Balancing Data Security and Blocking Performance with Spectrum Randomization in Optical Networks. CoRR abs/1604.05048 (2016) - [i1]Sandeep Kumar Singh, Wolfgang Bziuk, Admela Jukan:
Defragmentation-as-a-Service (DaaS): How beneficial is it? CoRR abs/1604.05095 (2016) - 2015
- [j1]Sandeep Kumar Singh, Tamal Das, Admela Jukan:
A Survey on Internet Multipath Routing and Provisioning. IEEE Commun. Surv. Tutorials 17(4): 2157-2175 (2015) - [c1]Sandeep Kumar Singh, R. Manivasakan:
Performance analysis of virtual optical bus networks. NCC 2015: 1-6
Coauthor Index
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