Ministry of Education
Sumathi R
VIDWAN ID: 90837

Dr Sumathi R

Female Doctor of Philosophy
Professor | Computer Science and Engineering
Siddaganga Institute of Technology, TUMKUR
Karnataka
Expertise: Computer Science Software Engineering
ORCID 0000-0003-0578-3633 Scopus 24529229000 ResearcherID IYS-8625-2023 Google Scholar md-68egAAAAJ
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38 Publications
0 Projects
28 Scopus Citations
102 CrossRef
29 Years 5 Months Total Experience
Publications
38 Total
Articles
6
Books
2
Chapters
1
Proceedings
29
Activity

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Scopus Scopus
28 Citations
3 h-index
CrossRef CrossRef
102 Citations
5 h-index
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Personal Details

Doctor of Philosophy
2012
N/A
Professor
Apr 1997 – Present
Siddaganga Institute of Technology, TUMKUR | Computer Science and Engineering
Engineering and Technology
Computer Science Software Engineering

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Scholarly Work

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Scholarly Publications

AI Powered Hybrid Framework for Efficient VM Auto-Scaling in Cloud Computing

Conference Paper
Year: 2025.
Authors: Chandan B. Ram; R. Sumathi
DOI 10.1109/ICDSNS65743.2025.11168513 Crossref Crossref: 3 Scopus Scopus: 3

A Robust and Scalable Multimodal Hybrid Machine Learning pipeline for Real-Time Urban Traffic Prediction and Adaptive Traffic Signal Control

Conference Paper
Year: 2026.
Authors: Hemavathi N; R Sumathi
DOI 10.1109/ICCRTEE68719.2026.11566334

Modelling Predictive Uncertainty for Reliable Traffic Flow Forecasting Using UA-STTFF Framework

Conference Paper
Year: 2026.
Authors: Hemavathi N; R Sumathi
DOI 10.1109/ICKECS70176.2026.11527702

A Multi-Objective Energy and Latency-Aware Task Offloading in Edge-Fog-Cloud Environments

Conference Paper
Year: 2026.
Authors: Sadiya Shaikh; R Sumathi; Hemavathi N
DOI 10.1109/ICATI69399.2026.11604412

Intelligent Behaviour-based Hybrid Intrusion Detection and Response System Framework for Cloud Security Enforcement

Conference Paper
Year: 2026. Pages: 524-531 .
Authors: Harshitha S R; Hemavathi N; R Sumathi
DOI 10.1109/ICIRCA69024.2026.11570295

Enhancing Vision in the Dark: Real-Time Low-Light Image Enhancement Pipeline using Edge AI and Super-Resolution

Conference Paper
Year: 2026. Pages: 1520-1527 .
Authors: Meghana P; R Sumathi; Hemavathi N
DOI 10.1109/ICCNCT68477.2026.11590080

AI-Enhanced MERN Platform for Reinforcement-Based Personalized Education and Career Mapping

Conference Paper
Year: 2026. Pages: 1389-1393 .
Authors: Prudvi Venkat P; R. Sumathi; Surya Prakash A; Nandu N; Vamshi P
DOI 10.1109/ICSSCNA68616.2026.11546815

AI-Driven Modelling for Emergency Vehicle Handling and Adaptive Traffic Event Management in Dynamic Urban Intersections

Conference Paper
Year: 2026.
Authors: Hemavathi N; R Sumathi; Priyanka R; Parnika H S; Pratiksha Iyengar
DOI 10.1109/ECMI68341.2026.11602967
Showing 1 to 8 of 38 publications