Faculty

Dr S.Thiruchadai Pandeeswari

 eshwarimsp@tce.edu

34

PUBLICATIONS       

21

SEMINAR, CONFERENCE, WORKSHOP ATTENDED

 Educational Qualification

DEGREE BRANCH INSTITUTE YEAR
BE Electronics and Communication Adhiparasakthi Engineering College,Melmaruvathur 2008
ME Multimedia Technology College of Engineering,Guindy 2012
PhD Information and Communication Technology Anna University, Chennai 2026

 Experience

PERIOD NO OF YEARS DESIGNATION INSTITUTION
06-06-2012 to 09-07-2014 2.1 Software Engineer Accenture Services
24-03-2014 to Till date Till date Asst. Professor Thiagarajar College of Engineering

 Publications

 Journals
  1. S. Thiruchadai Pandeeswari, Padmavathi S, Pandey S, Devi Raksitha R. TransGRU-X – A fusion Seq2Seq network enhanced with multiresolution analysis and gating for forecasting of AI/ML workloads in cloud environments. The International Journal of High Performance Computing Applications. 2025;0(0). doi:10.1177/10943420251399236
  2. S.Thiruchadai Pandeeswari & Padmavathi, S. (2026). Multi-Resolution Analysis Enabled LSTMs and Transformers: AI/ML Workload Forecasting in Cloud Environments. National Academy Science Letters, 1-9.
  3. S. Thiruchadai Pandeeswar, G.Vennila, " From Configuration to Cognition: A Computational Thinking Approach to Computing Infrastructure Education", Journal of Engineering Education Transformations (JEET) , Volume 39, Special Issue 2, January 2026, DOI: https://doi.org/10.16920/jeet/2026/v39is2/26048
  4. Jeyamala C, Thiruchadai Pandeeswari S, Pudumalar S, Anitha D, "AI-Powered Inquiry based Instructional Design for Laboratory Courses in CS/IT Programs: A Case Study, (2025).Journal of Engineering Education Transformations, 550-558.
  5. Chandrasekaran, Jeyamala, S.Thiruchadai Pandeeswari, S. Pudumalar, and D. Anitha. "AI-Powered Inquiry based Instructional Design for Laboratory Courses in CS/IT Programs: A Case Study." Journal of Engineering Education Transformations (2025): 550-558.https://doi.org/10.16920/jeet/2025/v38is2/25068
  6. S. Thiruchadai Pandeeswari, S. Padmavathi, D. Kabilan, B. Abhinav Krishna, Resource-aware fog service placement using deferred acceptance in edge computing, Journal of Engineering Research, 2024, https://doi.org/10.1016/j.jer.2024.03.003.
  7. S. Thiruchadai Pandeeswari, Jeyamala Chandrasekaran. and Pudumalar, S., 2024. Redesigning Laboratory Courses in Information Technology Program: An Inquiry Based Learning Approach. Journal of Engineering Education Transformations, 37(Special Issue 2).
  8. Abirami, A.M., Pudumalar, S. and Pandeeswari, S.T., 2023. Designing an Effective Teaching Learning Environment for an Undergraduate Software Engineering Course. International Journal of Adult Education and Technology (IJAET), 14(1), pp.1-21.
  9. Thiruchadai Pandeeswari S. and Padmavathi, S., 2022. Survey on Service Placement, Provisioning, and Composition for Fog-Based IoT Systems. International Journal of Cloud Applications and Computing (IJCAC), 12(1), pp.1-14.
  10. Chandrasekaran, Jeyamala, S. Thiruchadai Pandeeswari, and S. Pudumalar. "Instructional Design of Engineering Courses with Online Certifications-Reflections and Experiences." Journal of Engineering Education Transformations 36, no. Special Issue 2 (2023).
  11. An Empirical Study on the Impact of Industry Supported Courses in enhancing the Graduate Outcomes ,Journal of Engineering Education Transformations, Volume No 35, January 2022, Special issue, eISSN 2394-1707
  12. A.M.Abirami, S.Pudumalar, S.ThiruchadaiPandeeswari, Active learning strategies and blended learning approach for teaching under graduate software engineering course, Journal of Engineering Education Transformations, vol. 35, no. 1, 2021.
  13. Jeyamala Chandrsekaran, D. Anitha, S.Thiruchadai Pandeeswari "Enhancing Student Learning and Engagement in the Course on Computer Networks." Journal of Engineering Education Transformations 34 (2021): 454-463.
  14. S.Thiruchadai pandeeswari, S.Pudumalar. " Integration of ICT tools and active learning strategies for effective content delivery in Engineering education– An experimental study", Journal of Engineering Education Transformation, An IUCEE & RIT Publication
  15. Gayathri Lakshmanan, Ranjitha ,P.T.Kanmani, S.Thiruchadai Pandeeswari, “Preserving Data Privacy in Third Party Cloud Audit”, International Journal of Computer Science and Network, Volume 4, Issue 6, December 2015,ISSN: 2277 – 5420
 Conferences
  1. S. Rajarajeswari, S. Thiruchadai Pandeeswari, V.KAviya, Cloud Workload Forecasting and Anomaly Detection with Generative Adversarial Networks – A survey on Solution approaches and Challenges, IEEE Sponsored INTERNATIONAL CONFERENCE ON SUSTAINABLE COMPUTING AND OPTIMIZED PRACTICES FOR EXCELLENCE, 18-20 Dec 2025
  2. Michael Valan EM, S. Thiruchadai Pandeeswari, Kavin Jose, Sabarilal AK, "A Novel Edge Caching Framework for Accident Detection in Highways", First National level Research Conclave on Sustainability: Advancing towards a Resilient Future, May 2025
  3. Srimathi R, S Thiruchadai Pandeeswari, Lohitha K, Pratika Lakshmi L G, "Automatic Accident Detection and Response Systems - Key Challenges and Solution Approaches", 5th International Conference on Computational Intelligence & Internet of Things (ICCIIOT), 2024
  4. S. Thiruchadai Pandeeswari, B. Prasheeba, K. Suguneswari, “Real-Time Highway Accident Detection and Response with Deep Learning and Edge Caching”, 3rd International Conference on “Computing, Communication and Learning”, NIT Warangal, 2024
  5. S. Thiruchadai Pandeeswari, S. Padmavathi, Poornisha, Karpagalakshmi, B.Abhinav Krishna, "Adaptive Cloud Resource Provisioning by forecasting cloud workload", 10" International Conference on Business Analytics and Intelligence, IISc Bangalore
  6. Thiruchadai Pandeeswari Sadatcharapandian, Padmavathi S, “Service Placement and Management approaches in Fog Computing- A Survey on key challenges and solution approaches”, 7th International Conference on Computers, Management and Mathematical Sciences, University of Parthenope, Italy
  7. Thiruchadai Pandeeswari, S.Padmavathi, SS Srilakshmi, KP Sabari Priya, "Container based Lab as a Service Application", International conference on Internet of Things and its Applications,ICIA-2020, National Institute of Technology, Jamshedpur during December 26 -27,2020
  8. S.Thiruchadai Pandeeswari, Dr.S.Padmavathi, "Fog based Architectures for IoT - A survey on Motivations, Challenges and Solution Perspectives", Springer International Conference on Remote Engineering and Virtual Instrumentation, REV 2019, BMSCE, Bengaluru
  9. S.Thiruchadai Pandeeswari, Dr.S.Padmavathi, "Role and Impact of Softwarization of Networks and Network Functions in Fog based IoT Application Architectures", IEEE International Conference on computational Intelligence and Computing Research, 2018, TCE , Madurai
  10. Dr.P.Karthikeyan, S.Thiruchadai pandeeswari, IAS MichlinRuby Ruby, " EIAT: Enhanced Indirect Assessment Tool for Assessing the Graduate Degree Programme Outcomes", 4th IEEE International conference on Moocs, Innovation and Technology in Education
  11. R.Samuthira Devi, S.Thiruchadai Pandeeswari, “Voice Communication on IP Networks: A Comprehensive analysis of security issues, challenges and solutions”, National Conference on research challenges in SMAC, Thiagarajar College of Engineering, Madurai-15
  12. R.SamuthiraDevi, S.Thiruchadai Pandeeswari, “A complete survey on VoIP issues and Solutions”, ICETECH’2016 -IEEE International Conference
  13. R.SamuthiraDevi, S.Thiruchadai Pandeeswari, “A Comparative analysis of RSA VS. ECC Algorithm in TLS over SIP server”, ICIIECS’ 2016- IEEE International Conference
  14. Visual attention based keyframes Extraction and Summarization, The Second International Conference On Computer Science Engineering And Applications (CCSEA-2012)
  15. Survey on Video Summarization Techniques,International Conference on Cloud Computing,2012,Saveetha Engineering college, Chennai
 Books
  1. S. Thiruchadai Pandeeswari, Chandrasekaran, J., & Pudumalar, S. A Comprehensive Review on Promoting Trust and Security in Healthcare Systems through Blockchain. Cybersecurity and Data Science Innovations for Sustainable Development of HEICC, 152-166., CRC press, January 2025
  2. "QR Based Paperless Out-Patient Health and Consultation Records Sharing System" in Machine Learning and Big Data Analytics, Lecture Notes in Networks and Systems, Volume 256, pp. 106–116, 2021, https://doi.org/10.1007/978-3-030-82469-3_10
  3. Thiruchadai Pandeeswari S., Padmavathi S., Hemamalini N. (2020) Engineering Full Stack IoT Systems with Distributed Processing Architecture—Software Engineering Challenges, Architectures and Tools. In: A Journey Towards Bio-inspired Techniques in Software Engineering. Intelligent Systems Reference Library, vol 185. Springer, Cham (Scopus Indexed) doi - https://doi.org/10.1007/978-3-030-40928-9_5
  4. Thiruchadai Pandeeswari S., Padmavathi S. (2020) Fog Based Architectures for IoT: Survey on Motivations, Challenges and Solution Perspectives. In: Auer M., Ram B. K. (eds) Cyber-physical Systems and Digital Twins. REV2019 2019. Lecture Notes in Networks and Systems, vol 80. Springer, Cham - doi - https://doi.org/10.1007/978-3-030-23162-0_27

 Seminar, Conference, Workshop Attended

  1. IUCEE Engineering Education Research Course, Aug 2025-Jan 2026
  2. Six Day FDP on Leveraging AI for smarter classrooms, 19-24 Jan 2026
  3. Short Term training programme on Effective use of ICT tools in Engineering Education conducted by IIT-B
  4. Two Week ISTE STTP on Technical Communication Conducted by IIT, Bombay
  5. Four days hands-on workshop on Cloud Computing Tools,Thiagarajar College of Engineering
  6. Two days FDP on Applications of Generative AI, organized by NM-TNCPL & GUVI, 01-12-2023 to 02-12-2023
  7. One Week Self-Sponsored Online STC on Emerging Technologies in Computing and Communication organized by the Department of Computer Science & Engineering, Dr. BR Ambedkar National Institute of Technology Jalandhar, 25-10-2023 to 29-10-2023
  8. One week FDP on IoT Induced Artificial Intelligence for Emerging Computing Paradigms by NIT, Jalandhar, 04-10-2022 to 08-10-2022
  9. One week FDP on ML/DL for Data Science and Analytics using Python by NIT, Jalandhar, 15-02-2022 to 19-02-2022
  10. Edx Course on Building Containerized Application using AWS by AWS Academy, 01-08-2021 to 31-08-2021
  11. NPTEL course on Software Testing, 01-01-2021 to 28-02-2021
  12. Coursera course on Service Oriented Architecture from University of Alberta, 01-07-2020 to 31-07-2020
  13. NPTEL course on Designing learner centric MOOCs, 01-07-2019 to 31-08-2019
  14. FDP201x Pedagogy for Online and Blended Teaching Learning Process by IIT BombayX, 01-11-2018 to 31-12-2018
  15. FDP101x Foundation Programe in ICT for education by IITBombayX, 01-09-2018 to 30-11-2018
  16. TEQIP-II Sponsored One-Week Short Term Hands-on Training Programme on “Cloud Computing Technologies”, Organized by Department of Information Technology, Thiagarajar college of Engineering, Madurai-15, 29-11-2016 to 04-12-2016
  17. Management of Quality Circles for Effectiveness of Educational Institutions at Thiagarajar College of Engineering, Madurai-15, 03-08-2016 to 04-10-2016
  18. Faculty Engagement programme on "Adult learning Characteristics and Industry trends" at Accenture,Chennai, 27-01-2015
  19. Workshop on "Next gen networks" conducted by Juniper Networks, 22-01-2015
  20. Workshop on "Mobile app development through hands-on" , Thiagarajar College of Engineering,Madurai, 04-09-2014 to 06-09-2014
  21. one day workshop on Cyber Security at Thiagarajar College of Engineering,Madurai, 26-03-2014 to 26-03-2015

 Seminar, Conference, Workshop Organised

  1. 5 Day Training on Cloud Architecting in association with ICT Academy & AWS Academy during 17-21 July 2024
  2. One Day Internal FDP on Leveraging AI Tools for Smarter Classrooms, Dec 8, 2025
  3. 5-Day FDP on AWS Cloud Practitioner Essentials, May 5-9, 2025
  4. AWS COE - 30-Hour Skill Development Programme on AWS Cloud Foundations, 31 Jan to 28 Feb 2026
  5. Six Day FDP on Leveraging AI Tools for Smarter Classrooms, 19 Jan - 24 Jan 2026, Centre for Continuing Education
  6. 90 Hours Value Added Course on Cloud Product and Platform Engineering, Aug 2025- Oct 2025, Wipro COE- CPPE, 04-08-2025 to 31-10-2025

 Lectures Delivered

TOPIC DELIVERED AT PERIOD
Six-Day Online Faculty Development Programme (FDP) "Integrating AI into Classroom Pedagogy: Tools and Practices" For School and College Teachers - TCE 28-05-2026 to 28-05-2026
Technology Based Entrepreneurship Development Programme (TEDP) - Professional Digital Identity : Developing Websites for businesses TCE-TBI 18-02-2025 to 18-02-2025
Service Management in Linux NITTR, Chennai 24-05-2022 to 24-05-2022
Microservices in Two days FDP on Research challenges and opportunities in Cloud and Service computing Thiagarajar college of Engineering, Madurai 16-07-2021 to 17-07-2021
Learning Management Systems- Moodle in TEQIP III SPONSORED TWO DAY TRAINING PROGRAMME ON ICT Tools for Effective Teaching Thiagarajar College of Engineering Madurai 21-01-2019 to 22-01-2019

  Awards and Honours

  1. Green Belt (Top 3 percent user worldwide), Padlet (Collaborative Teaching Learning Platform)
  2. Appreciation certificate for driving Google Cloud GenAI Leadership Certificate (GAIL) , Google Cloud
  3. Best Case Study Presentation, TCE Faculty Conclave
  4. Topper in NPTEL Course on Google Cloud Computing Foundations, SWAYAM NPTEL
  5. Software Testing, NPTEL Elite Silver Certificate
  6. Distinction Award for Case Study Presentation on improving learning beyond curriculum, Quality Circle Forum of India
  7. Designing Learning Centric MooCs, NPTEL Silver Certificate
  8. Par Excellence Award for the Case Study Presentation, Quality Circle Forum of India, Chennai Chapter
  9. Par Excellence Award for the Case Study Presentation in 20th National Convention on Quality Circles in Education, Quality Circle Forum of India, Chennai Chapter
  10. Stellar Awards Fiscal 2013 (Individual category), Accenture

 Membership

NAME OF SOCIETY DETAILS PERIOD
Internet Society
Soft Computing Research Society (SCRS, India) Member 01-02-2026 to 01-02-2027

  Other Achievements

  1. IUCEE Certification on Engineering Education Research
  2. Google Cloud Career Launchpad Programme - POC
  3. IUCEE Felder-Brent Course on Effective Teacher and Learning - Certificate of Passing with Distinction
  4. AWS Academy Graduate (Cloud Architecting)