Research output per year
Research output per year
Personal profile
Research interests
My research revolves around tackling the challenges related to building large-scale machine learning distributed systems, particularly those that involve edge AI. I am exploring edge computing's potential for optimisation problems and unlocking scientific and social benefits.
My research interests are focused on these fields of specialisation:
- Digital Health
- Data Science
- Distributed AI
- Ubiquitous Computing
- Data Engineering
- Edge Intelligence
My research publications can be accessed on Google Scholar & ResearchGate.
Teaching interests
I primarily teach postgraduate machine learning and deep learning courses, focusing on advanced topics in these fields. I am a Fellow of the Higher Education Academy
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Computer Science, Doctor of Engineering, Computation Offloading in Heterogeneous Networks, University of Bristol
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Edge AI: A survey
Singh, R. & Gill, S. S., 31 Dec 2023, In: Internet of Things and Cyber-Physical Systems. 3, p. 71-92 22 p.Research output: Contribution to journal › Review article › peer-review
Open Access126 Citations (SciVal) -
HSAM: Hybrid Sentiment Analysis Model for COVID-19 Contact Tracing Applications
Singh, R. & Kumar, N., 10 Jun 2023, 2023 IEEE World AI IoT Congress, AIIoT 2023. Chakrabarti, S. & Paul, R. (eds.). U. S. A.: IEEE, p. 83-90 8 p. (2023 IEEE World AI IoT Congress, AIIoT 2023).Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding
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Next Generation Edge Computing: A Roadmap to Net Zero Emissions
Singh, R. & Gill, S. S., 11 Dec 2023, In: Journal of Economy and Technology. 14 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Optimizing Edge-Cloud Synergy for Big Data Analytics
Singh, R. & Kumar, N., 18 Apr 2023, p. 123-128. 6 p.Research output: Contribution to conference › Paper › peer-review
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Towards Multi-Criteria Heuristic Optimization for Computational Offloading in Multi-Access Edge Computing
Singh, R., Armour , S., Khan, A., Sooriyabandara, M. & Oikonomou, G., 15 Jul 2023, 2021 IEEE 22nd International Conference on High Performance Switching and Routing (HPSR). (IEEE Workshop on High Performance Switching and Routing).Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding
Open AccessFile2 Citations (SciVal)28 Downloads (Pure)