Persoonlijk profiel
Quote
Quantum optical networks are the backbone of long-distance secure communication.
Bio-sketch
Research profile
His areas of expertise and interest include control and management in optical networks, quantum networking, data center networking, resource allocation, with a particular focus on stochastic analysis and learning methods, and the application of artificial intelligence in communication networks.
Academic background
He completed his Ph.D. degree with the highest honor (summa cum laude) in Electrical Engineering from the Institute of Computer and Network Engineering, Technical University of Braunschweig, Germany, in 2019 under the supervision of Prof. Admela Jukan. He received his master's (M.S.) degree in Electrical Engineering from the Indian Institute of Technology Madras, India, in 2014, and a bachelor's (B. Tech.) in Electronics and Communications Engineering from SASTRA University, India, in 2010.
Affiliated with
Electro-Optic Communication (ECO) Group, Electrical Engineering
Ervaring
He was a postdoctoral researcher at the University of California, Davis, USA, where he worked towards developing theoretical models and demonstrating the distribution of entangled photons over a quantum wrapper network. He also worked on developing a software-defined networking-enabled datacenter testbed for intelligent routing and switching. He also worked as a research scientist at the German Aerospace Center (DLR) in the Institute of Communications and Navigation, Neustrelitz, Germany, from 2019 to 2021. He developed anomaly detection software for maritime traffic situation assessment and a hybrid Kalman-filter-based solution for vehicle tracking using prediction and uncertainty estimation by deep learning and Kalman filtering. In the summer of 2024, he was a visiting researcher at TU Braunschweig, Germany, to discuss joint project proposals and collaboration opportunities in research.
Opleiding / Academische kwalificatie
Computer systems, architectures, networks, Doctor, Optical Networks, Technische Universitat Braunschweig
Datum van toekenning: 14 jun. 2019
Computer systems, architectures, networks, Master, Optical communication and networks, Indian Institute of Technology, Madras
Datum van toekenning: 21 feb. 2014
Expertise gerelateerd aan duurzame ontwikkelingsdoelstellingen van de VN
In 2015 stemden de VN-lidstaten in met 17 wereldwijde duurzame ontwikkelingsdoelstellingen (Sustainable Development Goals, SDG's) om armoede te beëindigen, de planeet te beschermen en voor iedereen welvaart te garanderen. Het werk van deze persoon draagt bij aan de volgende duurzame ontwikkelingsdoelstelling(en):
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SDG 9 – Industrie, innovatie en infrastructuur
Vingerafdruk
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
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A Hybrid Computing Framework Enabled by AI and Blockchain in Fiber-Wireless Networks
Singh, S. K., 25 mrt. 2024, 2023 IEEE International Conference on Advanced Networks and Telecommunications Systems, ANTS 2023. Institute of Electrical and Electronics Engineers, 6 blz. 10469304Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
1 Link wordt geopend op een nieuw tabblad Citaat (Scopus) -
Quantum Wrapper Networking
Ben Yoo, S. J., Singh, S. K., On, M. B., Gul, G., Kanter, G. S., Proietti, R. & Kumar, A. P., 1 mrt. 2024, In: IEEE Communications Magazine. 62, 3, blz. 76-81 6 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open Access21 Link wordt geopend op een nieuw tabblad Citaten (Scopus) -
Demonstration of Quantum Channel Monitoring via Quantum Wrappers
On, M. B., Singh, S. K., Gül, G., Kanter, G. S., Proietti, R., Kumar, P. & Ben Yoo, S. J. (Corresponderende auteur), 19 mei 2023, 2023 Optical Fiber Communications Conference and Exhibition, OFC 2023. Institute of Electrical and Electronics Engineers, 3 blz. 10116213Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
6 Link wordt geopend op een nieuw tabblad Citaten (Scopus) -
Experimental Assessment of Reversibility-Aware Deep Reinforcement Learning for Optical Data Center Network Reconfiguration
Sica, M., Singh, S. K., Proietti, R., Tornatore, M. & Ben Yoo, S. J. (Corresponderende auteur), 12 jun. 2023, 2023 International Conference on Optical Network Design and Modeling, ONDM 2023. Institute of Electrical and Electronics Engineers, 6 blz. 10144881Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
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MAESTRO: MAke-bEfore-break StraTegy for Reconfiguration in Optical Datacenters
Singh, S. K., Liu, C.-Y., Proietti, R. & Yoo, S. J. B., 19 mei 2023, 2023 Optical Fiber Communications Conference and Exhibition, OFC 2023. Institute of Electrical and Electronics Engineers, 3 blz. 10116242Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
4 Link wordt geopend op een nieuw tabblad Citaten (Scopus)
Datasets
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Replication data for fast quantum key distribution
Ahmadian, S. M. (Ontwerper), Ruiz Ramírez, M. (Ontwerper), On, M. B. (Ontwerper), Singh, S. K. (Ontwerper), Comellas Colome, J. (Ontwerper), Proietti, R. (Ontwerper), Yoo, S. J. B. (Ontwerper), Velasco Esteban, L. D. (Ontwerper) & Ruiz Ramírez, M. (Bijdrager), CORA Repositori de Dades de Recerca, 20 mei 2022
DOI: 10.34810/data190
Dataset
Cursussen
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AI compute clusters and datacenter networks
Calabretta, N., Yao, W. & Singh, S. 1/09/25 → 31/08/26
Cursus