Information Technology
Phone:+91 9899986721
Email: shally.gupta@dtu.ac.in
Qualifications
Ph.D, M.tech, B.tech
Areas of Interest
Fog Computing and Edge Computing, Internet of Things (IoT), Deep Reinforcement Learning, Machine Learning, Resource Management and Load Balancing in Distributed Systems, Cloud and Cybersecurity, Semantic Web Technologies
Profile
I am currently serving as an Assistant Professor in the Department of Information Technology at Delhi Technological University (DTU), Delhi. I hold a Ph.D. in Computer Science from Guru Gobind Singh Indraprastha University (GGSIPU), Delhi, where my research focused on Fog Computing and Internet of Things (IoT). I also hold an M.Tech. in Information Security and B.Tech. in Computer Science and Engineering. I am a GATE (2018) and UGC-NET (2017) qualified professional.
Throughout my academic and research career, I have demonstrated a strong commitment to excellence. I have published several papers in reputed SCIE-indexed journals and have presented
my work at prominent IEEE and international conferences. My contributions include advancements in intelligent resource management in dynamic Fog-IoT environments using Deep Reinforcement Learning.
Beyond research, I have been actively involved in academic leadership initiatives such as coordinating the Research and Development Cell and organizing faculty development programs. I am also an active member of the IEEE Society on Social Implications of Technology (SSIT), contributing to efforts aimed at promoting universal technology accessibility. I specialize in teaching Theory of Computation, Reinforcement LEarning, Machine Learning, Compiler Design, and aim to integrate research-driven approaches into my teaching practices to inspire and nurture future technology leaders.
I have technical proficiency in Python, C++, Java, SQL, and various simulation and development tools like iFogSim, NetBeans, and Eclipse IDE.
Research Interests:
- Fog Computing and Edge Computing
- Internet of Things (IoT)
- Deep Reinforcement Learning
- Resource Management and Load Balancing in Distributed Systems
- Cloud and Cybersecurity
- Semantic Web Technologies
Publications:
- Shally Gupta, Nanhay Singh, “Toward intelligent resource management in dynamic Fog Computing-based Internet of Things environment with Deep Reinforcement Learning: A survey,” International Journal of Communication Systems, 36(4) (2023)[SCIE].
- Shally Gupta, Nanhay Singh, “Fog-GMFA-DRL: Enhanced deep reinforcement learning with hybrid grey wolf and modified moth flame optimization to enhance the load balancing in the Fog-IoT environment,” Advances in Engineering Software, 174: 103295 (2022)[SCIE].
- R. Marimuthu, S. Gupta, L. Stapleton, D. Duncan, B. Pasik-Duncan, “Challenging the Digital Divide: Factors Affecting the Availability, Adoption, and Acceptance of Future Technology in Elderly User Communities,” Computer, Vol. 55, No. 7, pp. 56-66, July 2022. [SCIE]
- Bharti Nagpal, Rashmi Chaudhary, and Shally Garg, "Comparative Analysis of Data Recovery Tools," International Journal of Enhanced Research in Science, Technology & Engineering, ISSN: 2319-7463, Vol. 4 Issue 12, December-2015
- Tanvi Hasija, Nirbhay Sibal, and Shally Gupta. "Secure Transmission of Data by Elliptic Curve Cryptography." International Journal of Engineering Research & Technology (IJERT), vol. 5, no. 10, Special Issue, 2017. ISSN: 2278-0181.
- Mrityunjay Sharma, Utsav Chauhan, Shally Gupta, “Novel Approach for Email Forensics”, International Journal of Engineering Research & Technology (IJERT), vol. 5, no. 10, Special Issue, 2017. ISSN: 2278-0181.
International Conferences:
- Shally Gupta, Nanhay Singh, “Heuristics and Meta-Heuristics based Algorithms for Resource Optimization in Fog Computing Environment: A Comparative Study,” International Conference on Intelligent Data Communication Technologies and Internet of Things (IDCIoT), Bengaluru, India, 2023.
- Shally Gupta, Nanhay Singh, “Resource Management with Load Balancing Strategies in Fog-IoT Computing Environment: Trends, Challenges, and Future Directions,” International Conference on Artificial Intelligence and Smart Communication (AISC-2023), 27-29 January 2023.
- Shally Gupta, Nanhay Singh, Ramneek Kalra, “Fogmeter: Smart Metering Solution based on Fog Computing,” IEEE International Conference on Computing, Power and Communication Technologies (GUCON), 2020.
- Shally Garg, Suresh Kumar, "Comparative Analysis of Trust Establishment on Web Through Semantic and Non-Semantic Models," IEEE Conference, INDIACom-2016.
- Shally Garg, Suresh Kumar, "JOSN: Question Answering System based on Semantic Web and Natural Language Processing," IEEE Conference, IICIP-2016.
Certifications:
- Certification of Completion, Docker for the Absolute Beginner – Hands-On.
- Certification of Completion, Kubernetes for the Absolute Beginners – Hands-On.
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Last Updated : 2025-05-06 09:00:14