Publication Details

• S.M. Muthukumari, Dr. E. George Dharma Prakash Raj (2022). MTSA: Multiple Task Scheduling Algorithm based on Server Efficiency in Mobile Edge Computing, International Journal of Computer Science and Network Security Vol.22 No.1, https://doi.org/10.22937/IJCSNS.2022.22.1.99. (UGC- Care List Indexed in Web of Science, South Korea).
• S.M. Muthukumari, Dr. E. George Dharma Prakash Raj (2022). Strategic Review and Framework of Task Scheduling Algorithms in Mobile Edge Computing, International Journal of Computer Science and Network Security, Vol22 N0.3, https://doi.org/10.22937/IJCSNS.2022.22.3.51. (UGC- Care List Indexed in Web of Science, South Korea).
• S.M. Muthukumari, Dr. E. George Dharma Prakash Raj (2022). Task Scheduling Algorithms in Mobile Edge Computing- A Survey, Recent Trends in Cloud Computing and Web Engineering, Volume 4 Issue 1, DOI: https://doi.org/10.5281/zenodo.6546600.
• S.M. Muthukumari, Dr. E. George Dharma Prakash Raj (2020). The Pivotal Role of Edge Computing With Machine Learning and its Impact on Healthcare. Deep Neural Networks for Multimodal Imaging and Biomedical Applications in IGI Global (USA) DOI: 104018978-1-7996-3591-2.
• Dr.S.M.Muthukumari (2023). IoT Based System for Automatic Basketball Scoring Board. Journal of Multidimensional Research & Review. Vol.4, Iss.2 Pages 20-28 (October 2023) (JMRR).

International and National Conferences:

• S.M.Muthukumari and Dr.E.George Dharma Prakash Raj. “Ageing based Task scheduling Algorithms in Mobile Edge Computing.” In 2019 International Conference on Advances in Intelligent Systems and Computing, pp. 463-471. Springer, Singapore, 2020. https://doi.org/10.1007/978-981-15-5285-4_46.
• S.M.Muthukumari and Dr.E.George Dharma Prakash Raj.”SESA: Server Efficiency based Scheduling Algorithm for Mobile Edge Computing”. In 2020 A Two-day International Conference on Smart and Innovative Technologies – The Future of Digital India (ICSIT’20).
• Dr. S.M.Muthukumari. “The Impact of AI in Social Media Marketing”. In 2024 One Day International Conference on “Trends in Artificial Intelligence (ICTAI)”.
• Dr. S.M.Muthukumari. “AI Potential to Surpass Human Performance in Cognitive Task”. In 2024 One Day International Conference on “Trends in Artificial Intelligence (ICTAI)”.
• Dr. S.M.Muthukumari. “Medical Imaging by the Use of Artificial Intelligence: Present Technologies, Challenges and Future Aspects”. In 2025 International Conference on Emerging Trends and Research Frontiers in Information Technology, ISBN: 978-81-962447-6-7.
• Dr. S.M.Muthukumari. “Scalable Task Scheduling and Workload Balancing for High-Density Mobile Edge Computing Architectures”. In 2025 International Conference on Machine Learning and Data Science Innovations.

Scientific Books Published

• Dr. K. Juliet Catherine Angel, Dr. P. Revathi, Dr.S.M.Muthukumari. “Intelligent Machines- The Evolution and Ethics of Artificial Intelligence and Machine Learning.” YGMRO Publishers in September 2025, ISBN: 978-81-986613-7-1.

Patents

Patents-Granted

• Patent Application No. 6448519, “Smart Grid Management Computing Device for Optimizing Energy Distribution” filed on 01.06.2025 and published on 09.07.2025, by Dr. Benedict Lawrance, Kannammal.N, Sukanya.M, Dr. Edel Josephine Rajakumari.S, Vinnarasi.J, Emima.A, Ramya.P, Deepika.M, Maheswari.S, Dr.Muthukumari.

• Received an Award for Book Publication Titled “Emerging Trends and Research Frontiers in Information Technology” during the year 2024 - 2025 from Holy Cross College (Autonomous), Trichy.
• Received HCC Star Excellence Award for Book Publication Titled “Intelligent Machines- The Evolution and Ethics of Artificial Intelligence and Machine Learning” during the year of 2025.

Participated

• Participated in a National Seminar on “ Big Data & Challenges” Organized by the School of Computer Science, Engineering & Applications, Bharathidasan University, Trichy on 26th Nov 2022.
• Participated in One Day National Seminar on “ Artificial Intelligence and ChatGPT” Organized by the School of Computer Science, Engineering & Applications, Bharathidasan University, Trichy on 28th July 2023.
• Participated in One Day International FDP on “ Innovative Techniques in Artificial Intelligence and Deep Learning “ Organized by the PG Department of Computer Applications, Holy Cross College (Autonomous), Trichy on 7th August 2023.
• Participated in One Day FDP on “ Research Skills Practices” Organized by the PG Department of Computer Applications, Holy Cross College (Autonomous), Trichy on 8th July 2024.
• Participated in One Day FDP on “ AI tools for Research Publication and Reporting” Organized by the PG Department of Computer Applications, Holy Cross College (Autonomous), Trichy on  9th Sep 2024.
• Participated in One Day FDP on “ Neural Network in Deep Learning and Applications” Organized by the PG Department of Computer Applications, Holy Cross College (Autonomous), Trichy on  19th Sep 2024.
• Participated in One Week FDP on “ Cloud Practitioner (AWS)” Conducted by ICT Academy on 19th Aug 2024 to 23rd Aug 2024. 
• Participated in One Day National Seminar on “Integrating Artificial Intelligence for Cyber Security in the Digital Era” Organized by the PG & Research Department of Computer Science, Holy Cross College (Autonomous), Trichy on  22nd Feb 2024.
• Participated in One Day International Seminar on “Futuristic Trends in Computational Sciences’24” Organized by the PG Department of Computer Applications, Holy Cross College (Autonomous), Trichy on  21st Feb 2024.
• Participated in One Day International FDP on “Transformative Teaching Strategies and Innovative Research” Organized by the PG Department of Computer Applications, Holy Cross College (Autonomous), Trichy on  30th January 2024.
• Participated in the Webinar on “ Cloud & DevOps Opportunities in the AI Era” Organised by Marian College Kuttikkanam (Autonomous) in association with IPSR Solutions Limited on 25th May 2024.
• Participated in One Day International Seminar on “Artificial Intelligence in Learning, Research and Environmental Sustainability” Organized by the PG & Research Department of Computer Science, Holy Cross College (Autonomous), Trichy on  17th Feb 2025.
• Participated in One Day International Seminar on “Emerging Trends In AI: The Next Wave of Intelligent Technologies”, Organized by the PG & Research Department of Computer Science, Holy Cross College (Autonomous), Trichy and PG & Research Department of Computer Applications (Women), Jamal Mohamed College (Autonomous), Trichy on 17th December 2025.
• Participated and Completed AICTE Training and Learning (ATAL) Academy 5 Days FDP on “Women in Cybersecurity and Disaster Management: A Strategy Framework for Sustainable Safety” from 21.01.2025 to 25.01.2025.

Organized Workshop/FDP

• Session Co-ordinator in the National Conference on “ The Evolving Landscape: Exploring Possibilities and Challenges for the Girl Child in a Dynamic World”, Organised by Women’s Studies centre (Funded by UGC), Holy Cross College (Autonomous), Trichy in Collaboration with Centre for Women’s Development Studies, New Delhi on 24th January 2024.
• Organized an International Conference on “Emerging Trends and Research Frontiers in Artificial Intelligence (ICETRFAI’25)” at Holy Cross College (Autonomous) in Collaboration with Brillersys, An AI Tech Company, during 8th January 2025.

Academic Experience:

• Assistant Professor, Department of Computer Science, Faculty of Science and Humanities, SRM Institute of Science and Technology, Trichy (May 2026 - Till Date).
• Assistant Professor, PG Department of Computer Applications, Holy Cross College (Autonomous), Trichy (June 2023 - May 2026).
• Guest Lecturer, School of Computer Science, Engineering and Applications, Bharathidasan University, Kajamalai Campus, Trichy (Aug 2022 - May 2023).
• Research Experience:
• 3.5 years in Bharathidasan University, Tiruchirappalli (May 2019 - Nov 2022).

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