Faculty

Dr.S.Padmavathi

 spmcse@tce.edu

102

PUBLICATIONS       

4

SPONSORED PROJECTS

-

CONSULTANCY PROJECTS

13

M.E./Ph.D. SCHOLARS

71

SEMINAR, CONFERENCE, WORKSHOP ATTENDED

 Educational Qualification

DEGREE BRANCH INSTITUTE YEAR
B.E EEE Thiagarajar College of Engineering 1999
M.E CSE Arulmigu Kalasalingam College of Engineering, Krishnankoil 2002
Ph.D CSE Anna University, Chennai 2011

 Experience

PERIOD NO OF YEARS DESIGNATION INSTITUTION
June-1999 to June 2000 1 Lecturer GCE, Thirunelveli
01-06-2000 to 01-06-2001 1 Lecturer Arulmigu Kalasalingam College of Engineering, Srivilliputhur
13-12-2002 to 13-12-2007 5 Lecturer TCE
05-01-2010 to 01-06-2013 3 Assistant Professor TCE
03-06-2013 to 11-12-2017 4.5 Associate Professor TCE
12-12-2017 to Till date 1.3 Professor TCE
13-12-2007 to 05-01-2010 4 Senior Lecturer TCE

 Publications

 Journals
  1. Padmavathi,S, "Dynamic Resource Provisioning in Cloud Computing Using Optimized Wasserstein Deep Convolutional Generative Adversarial Networks", Transactions on Emerging Telecommunications Technologies, 2025, Q2
  2. Santhiya,C and Padmavathi,S., "Bio-Inspired Crossover Cosine Swarm Optimization Algorithm Based Task Scheduling for Quality of Service Improvement Under Cloud Environment", Journal of Signal Processing systems,2024, 96(1), pp. 51–65, Q2 Journal
  3. Santhiya,C and Padmavathi,S., "An Efficient Optimised CNN-LSTM Forecasting Model for Combined Replication and Placement", Journal of Environmental Protection and Ecology, 2023,24(6),pp. 2058–2067,Q3 Journal
  4. 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.
  5. 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.
  6. "Enhancing the performance of a photovoltaic-fed multilevel inverter using a PI hysteresis controller ",Dyna (Spain)., 2022, 97(3), pp. 321–328
  7. "Energy-efficient routing protocol and optimized passive clustering in WSN for SMART grid applications", International Journal of Communication Systems, 2022, 35(1), e5019
  8. "IHAR—A fog-driven interpretable human activity recognition system", Transactions on Emerging Telecommunications Technologies, 2022, 33(9).
  9. S.Padmavathi et al, "A Performance evaluation of a fuzzy logic controller-based Photovoltaic-fed multi-level inverter for a three-phase induction motor",Journal of the Franklin Institute (2021),358(15), pp. 7394–7412 (Q1 Journal)
  10. Ramanujam, E., Padmavathi, S.,"Statistical assessment of ambient assistive techniques by elders to enhance their well being from fall events",International Journal of Service Science, Management, Engineering, and Technologythis link is disabled, 2021, 12(4), pp. 164–179
  11. Ramanujam, E., Padmavathi, S, "Discriminate supervised weighted scheme for the classification of time series signals",International Journal of Sociotechnology and Knowledge Developmentthis link is disabled, 2021, 13(3), pp. 1–16
  12. Ramanujam,E. and Padmavathi, S. "Real time fall detection using infrared cameras and reflective tapes under day/night luminance", Journal of Ambient Intelligence and Smart Environments,2021,13(4),285-300.Impact Factor:2.12 (WOS indexed)
  13. Ramanujam, E., Padmavathi, S., Baskar, L.A., Niwin, P., "Ensemble feature selection for the recognition of human activities and postural transitions on smartphones",International Journal of Service Science, Management, Engineering, and Technologythis link is disabled, 2021, 12(5), pp. 80–101.
  14. Ramanujam E., Perumal T., Padmavathi S.,"Human Activity Recognition with Smartphone and Wearable Sensors Using Deep Learning Techniques: A Review", IEEE Sensors Journal,2021,21(12),13029-13040.
  15. S.Padmavathi et al,"A Performance Improvement of the Fuzzy Controller-Based Multi-Level Inverter-Fed Three-Phase Induction Motor with EnhancedTime and Speed of Response",Journal of Electrical Engineering & Technology (2021) 16:1131–1141
  16. E.Ramanujam, 'A Review on Time Series Motif discovery techniques an Application to ECG Signal classification', International Journal of Artificial Intelligence and Machine Learning, Vol. 9, No. 2, 2019, IGI Publisher, Scopus Indexed.
  17. Ramanujam, E., & Padmavathi, S. (2019). Genetic time series motif discovery for time series classification. International Journal of Biomedical Engineering and Technology, 31(1), 47-63. [ESCI]
  18. S.Padmavathi, B.Subbulakshmi, "Tailor-made Educational Model realizing Intended Learning Outcome to enhance competencies among Engineering graduates", Special Issue in Journal of Engineering Education Transformations, January 2018
  19. S.Padmavathi, Shruthi Sivakumar, "An E-health Decision Support framework to predict the heart disorders", International Journal of Business Information Systems,(In Press), 2018
  20. "Autism Spectrum Disorder Treatment Through Virtual Environment: A Survey", Asian Journal of Convergence in Technology,Volume III, Issue IIIISSN No.:2350-1146, Impact Factor - 2.71, April 2017.
  21. S.Padmavathi, Arcckia Bazil raj Anthonisamy, Lancelot James Paul, " Performance analysis of free space optical communication in open-atmospheric turbulence conditions with beam wandering compensation control", IET Communications, Vol. 10, No:9, pp: 1096-1103, June 2016, Impact Factor: 0.809.
  22. Ramanujam, E., & Padmavathi, S. (2016). Multi-objective genetic motif discovery technique for time series classification. International Journal of Business Intelligence and Data Mining, 11(4), 318-337. [Scopus Indexed]
  23. S.Padmavathi, A.Arockia Bazil Raj, " Quality Metrics and Reliability Analysis of Laser Communication Systems", Defense Science Journal, Vol.66, No:2, pp: 175-185, March 2016, Impact Factor: 0.428.
  24. S.Padmavathi, A . Arockia Bazil Raj, "Statistical analysis of accurate prediction of local atmospheric optical attenuation with a new model according to weather together with beam wandering compensation system: a season-wise experimental investigation", Journal of Modern Optics, Vol.63, No: 13, Feb 2016. Impact Factor: 1.267.
  25. S.Padmavathi, E.Ramanujam, “Naive Bayes Classifier for Abnormality Detection using Maximal Multivariate Time Series Motif", Procedia Computer Science, Elsevier, Vol.47,pp:222-228, 2015
  26. S.Padmavathi, A.V.Monisha , K.Sindhuja, “Performance Analysis of Agent-based framework” , Procedia Computer Science, Elsevier, Vol.47,pp: 37-44,2015
  27. S.Padmavathi, AT.Saraswathi, Y.Ra.Kalaashri, “Dynamic Resource Allocation Scheme in Cloud computing", Procedia Computer Science, Elsevier, Vol.47, pp:30-36, 2015
  28. S.Padmavathi, B.Sharmila and V.M.Shivani, "Power - Aware Agent Based Scheduling in Cluster Computing Environment", Jokull Journal, Vol.63, No:11, pp: 327-336, November 2013.
  29. S.Padmavathi, Mohit Golchha and A.Seeni Mohamed, " Memetic Algorithm based Task Scheduling using Probabilistic Local Search",Springer-Verlag, Lecture Notes on Computer Science, Volume 7677,pp:224-231, 2012. Impact Factor - 0.51
  30. S.Padmavathi, An Integrated Approach of Task Scheduling with Space Sharing Algorithm for Effective Processor Allocation and Scheduling of Parallel Application, International Journal of Research and Reviews in Electrical and Computer Engineering, Volume 1 ,No.1, pp: 27-31, March 2011
  31. S.MercyShalinie, S.Padmavathi, D.Kavinnithya, D.Kavinnithya, An Integrated Approach to Performance Effective Task Scheduling using Aggregated Backfilling Technique , International Journal of Software Engineering Research & Practices , Volume 1, No.1, pp:25-28, January 2011
  32. S.MercyShalinie, S.Padmavathi, Scalable, Low Complexity Task Scheduling Algorithm for Cluster of Workstations, Journal of Engineering Science and Technology, Volume 5, No.3, pp:354-363, Septermber 2010
  33. S.MercyShalinie, S.Padmavathi, Tabu Search Based Memetic Algorithm for Task Scheduling, Journal of Computational Information Systems, Volume 6,No.4, pp:1017-1025, August 2010
  34. S.MercyShalinie, S.Padmavathi, A Memetic Algorithm Based Task Scheduling considering Communication Cost on Cluster Workstations, International Journal of Advances in Soft Computing & Applications, Volume 2, No.2, pp:174-190, July 2010
  35. S.MercyShalinie, S.Padmavathi, DAG Scheduling on Cluster of Workstations using Hybrid Particle Swarm Optimization, International Journal of Simulation-Systems, Science and Technology, Volume 10, No.6, pp:50-55,July 2009
  36. S.Padmavathi, Machine Learning Based Profile Driven Scheduling Algorithm,International Journal of Engineering Business and Enterprises Application,February 2013
  37. S.MercyShalinie,S.PadmavathiEnhanced Memetic Algorithm for Task SchedulingJournal, Springer-Verlag, Lecture Notes in Computer ScienceVolume 6466, pp:448, 2010.Impact Factor-0.51
 Conferences
  1. C.Hari Nainyar Pillai and S.Padmavathi, "Optimizing Ensemble Learning for Fake News Detection: A Multi-Dataset Approach", First National Level Research Conclave on Sustainability: Advancing towards a Resilient Future, TCE, May 16-17, 2025
  2. D.Thangamari and S.Padmavathi, "AI-Driven Framework for Early and Non-Invasive Anaemia Detection", First National Level Research Conclave on Sustainability: Advancing towards a Resilient Future, TCE, May 16-17, 2025
  3. S.Padmavathi and S.Thiruchadai Pandeeswari, "Cloud Computing -A Cost Effective Teaching Learning Approach", TCE Faculty Conclave-2024, 2nd May 2024
  4. S. Thiruchadai Pandeeswari, S. Padmavathi, Poornisha, Karpagalakshmi, B.Abhinav Krishna, "Adaptive Cloud Resource Provisioning by forecasting cloud workload", International Conference on Business Analytics and Intelligence, IISc Bangalore, 18th to 20th December 2023
  5. "Enhancing Human Activity Recognition: An Exploration of Machine Learning Models and Explainable AI Approaches for Feature Contribution Analysis", IEEE INTERNATIONAL CONFERENCE ON ENERGY,MATERIALS AND COMMUNICATION ENGINEERING (ICEMCE 2023),
  6. "Load Disaggregation using Graph Signal Processing", IEEE 3rd International Conference on Sustainable Energy and Future Electric Transportation (SeFeT 2023), 09-12th August,2023
  7. "Yolo Convolutional Neural Network Algorithm for Recognition of Indian Sign Language Gestures",2nd IEEE International Conference on Advances in Computing, Communication and Applied Informatics, ACCAI 2023, 2023
  8. "Performance Analysis of Regression Models in Solar PV Forecasting", 3rd IEEE International Conference on Artificial Intelligence and Signal Processing(AISP'23),18th-20th March,2023,VIT-AP.
  9. S.Padmavathi et al, " An Explainable Deep Learning Model for Vision-based Human Fall Detection System", in Third International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT-2022), Kerala, August 2022
  10. S.Padmavathi, G.Jeyashree, "A Fog Cluster Based Framework for Personalized Healthcare Monitoring" in International Conference on Advanced Network Technologies and Intelligent Computing (ANTIC'2021),BHU, December 2021
  11. S.Padmavathi and Malarvizhi,D, "Condition Monitoring Predictive Maintenance of Industrial IoT systems using Fog Computing", Third International Conference on Communication & Intelligent Systems (ICCIS'2021),NIT Delhi, December 26-27,2021
  12. 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
  13. Malarvizhi,D & S.Padmavathi, "Mobility Aware Application Placement for UAM using Fog Computing",9th International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA 2021) held at National Institute of Technology Mizoram, India during June 25 - 26, 2021.
  14. 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
  15. Santhiya,C. and S.Padmavathi,”An Intelligent Resource Optimization Approach for Social Networks in Fog Computing”, 2018 IEEE 4th International Symposium on Robotics and Manufacturing Automation,IEEE ROMA 2018, December 10-12, 2018.
  16. Jeyashree, G. and S.Padmavathi, “ An Intelligent Architectural Framework for Fog Computing Supported IoT Applications”, 2018 IEEE 4th International Symposium on Robotics and Manufacturing Automation,IEEE ROMA 2018, December 10-12, 2018.
  17. Aishwarya G.V.,Mohamed Shakir F, Kokila,C.S.Padmavathi ,"Cloud Based Personalized Healthcare Using Deep Learning Framework",2019 IEEE International Conference on Intelligent Techniques in Control, Optimization and Signal Processing – INCOS19” held during 11th to 13th, April 2019.(Available in IEEE Xplore)
  18. Ramanujam, E., Padmavathi, S., Dharshani, G., & Madhumitta, M. R. R. (2019, December). Evaluation of Feature Extraction and Recognition for Human Activity using Smartphone based Accelerometer data. In 2019 11th International Conference on Advanced Computing (ICoAC) (pp. 86-89). IEEE. [IEEE-xplore]
  19. 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
  20. 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
  21. S.Padmavathi and G.Jeyashree, " An Adaptive ARP Approach for Fog Based RSU Utilization",in 2nd International Conference on Smart Computing & Informatics (SCI2018) during 27th to 28th Januray 2018.
  22. T.Manju, Dr.S.Padmavathy and Dr.D.Tamilselvi, “A Virtual Reality Therapy for Autism Spectrum Disorder” in 2017 International Conference on Computational Intelligence: Theories, Applications, and Future Directions (ICCI-2017) at Indian Institute of Technology Kanpur, India during December 6th - 8th, 2017.
  23. S.Padmavathi and T.Manju, "A Rehabilitation therapy for Autism Spectrum disorder",2017 Second International Conference on Intelligent Information Technologies,Anna University, CEG Campus, Chennai,Dec 20th, 2017
  24. S.Padmavathi and Sruthi Sivakumar, "HAAS:Intelligent Cloud for Smart Health Care Solutions", 1st International Conference on Smart Systems,Innovations & Computing (SSIC-2017),Manipal University Jaipur, 14th to 16th April 2017.
  25. S.Padmavathi and Sruthi Sivakumar,"Private Cloud Services for Healthcare Analytics using Hybrid Classifiers", National Conference on Big Data Analytics and Mobile Technologies (NCBM-2017),24th to 25th March 2017
  26. S.Padmavathi, N.Soundarya,P.K.Soniha and S.Srimathi, " Dymanic Resource Provisioning and Monitoring in Cloud Computing",2017 IEEE International Conference on Intelligent Techniques in Control, Optimization & Signal Processing (INCOS'17), 23rd to 25th March 2017.
  27. S.Padmavathi, A.Ramya ,"Efficient Hierarchical Algorithm for Document Clustering using Spherical K-Means in Cloud Storage" Ist International Conference on Recent Trends in Engineering and Technology,ICRTET, 28th and 29th April 2016.
  28. S.Padmavathi,"Multi-Agent Framework for Cloud Service Composition",2016 International Conference on Emerging Trends in Engineering, Technology and Science,ICETETS- 2016,24-26 February 2016
  29. Ramanujam, E., & Padmavathi, S. (2016, February). Double constrained genetic algorithm for ECG signal classification. In 2016 International Conference on Emerging Trends in Engineering, Technology and Science (ICETETS) (pp. 1-5). IEEE.
  30. S.Padmavathi,"Hierarchical Algorithm for Document Clustering in Cloud Storage", National Conference on Research Challenges in SMAC,NCSMAC2016,Thiagarajar College of Engineering, 29th to 30th January 2016
  31. S.Padmavathi, Adline George, " Harmony Search Based Multilevel Graph Partitioning Algorithm", Second International Conf.on Emerging Research in Computing,Information, Communications and Applications, ERCICA 2014
  32. S.Padmavathi, E.Ramanujam, “Naive Bayes Classifier for Abnormality Detection using Maximal Multivariate Time Series Motif”, International Conference on Graph and High Performance Implementation and Applications (ICGHIA2014), CIT, Coimbatore.
  33. S.Padmavathi, G.Sindhuja, R.Shanmathi, " Genetic Algorithm approach for dynamic request processing in agent cloud platform", 2015 IEEE International Advance in Computing Conference (IACC 2015), Bangalore, 12th to 13th June 2015. (Available in IEEE Xplore Digital Library)
  34. S.Padmavathi, M.Pradeepa Meenakshi, “Scheduling of Tasks in Cluster Computing Environment based on Availability Characteristics”, in National Conf. on Information & Network Management (NCINM 2013), Thiagarajar College of Engineering, Madurai.
  35. S.Padmavathi, Adline George , “Multilevel Hybrid Graph Partitioning Algorithm”, 4th IEEE International Advance Computing Conference, IACC, pp: 85-89, Feb 2014 available in IEEE Digital Library
  36. S.Padmavathi, M.Pradeepa Meenakshi, “Study of Availability Awareness in Task Scheduling Problem”, in International Conference on Innovative Trends In Computing and Technology (ICITCT 2013), March 7th and 8th 2013, The Rajaas Engineering College, Vadakkankulam
  37. S.Padmavathi,Monisha , K.Sindhuja, “Performance Analysis of Agent-based framework”, Int'l Conf. on Graph and High Performance Implementation and Applications (ICGHIA2014), CIT, Coimbatore
  38. S.Padmavathi, Shanmathi.Ra, Sankareshwari.G, “An Agent based Cloud Framework for Small scale Industries”, Int'l Conf. on Graph and High Performance Implementation and Applications (ICGHIA2014), CIT, Coimbatore
  39. S.Padmavathi, Saraswathi, Kalaashri, “Dynamic Resource Allocation Scheme in Cloud computing”, Int'l Conf. on Graph and High Performance Implementation and Applications (ICGHIA2014), CIT, Coimbatore
  40. Padmavathi, S., & Ramanujam, E. (2015). Naïve bayes classifier for ECG abnormalities using multivariate maximal time series motif. Procedia Computer Science, 47, 222-228.
  41. S.Padmavathi, Memetic Algorithm Based Task Scheduling Using Probabilistic Local Search, SEMCCO2012,Springer, LNCS 7677
  42. Ramanujam, E., & Padmavathi, S. (2012, December). Constraint frequent motif detection in sequence datasets. In 2012 Fourth International Conference on Advanced Computing (ICoAC) (pp. 1-5). IEEE.
  43. S.Padmavathi, Scheduling of Sporadic Tasks Using Limited Preemption Technique, National Conference on VLSI,Embedded and Communication Systems,NCVEC 2012, 24th to 25th January 2012
  44. S.Padmavathi, S.MercyShalinie, Enhanced Memetic Algorithm for Task Scheduling, International Conference on Swarm, Evolutionary and Memetic Computing, Dec-2010
  45. S.MercyShalinie, S.Padmavathi, Hybrid Approach for Task scheduling with Selective Duplication under Memory and Time constraints, International Conference on Emerging Trends in Engineering Technologies ICETES 2010, 2010
  46. S.MercyShalinie, S.Padmavathi, Introduction of Contention Awareness in Task Scheduling, National Conference on Advanced Computing & Application NCACA-09, 2009
  47. S.MercyShalinie,S.Padmavathi Contention Awareness in Task Scheduling Using Tabu Search,IEEE International Advance Computing Conference IACC 09,2009 (Available in IEEE Xplore Library)
  48. S.MercyShalinie, S.Padmavathi, DAG Scheduling On Cluster of Workstations using Hybrid Particle Swarm Optimization, International Conference on Emerging Trends in Engineering&Technology ICETET 2008, 2008
  49. S.MercyShalinie, S.Padmavathi, Performance Effective Task Scheduling For Homogeneous Computing Environment, National Conference on Ubiquitous & Pervasive Computing NCUPC 2008, 2008
  50. S.MercyShalinie, S.Padmavathi, Analyzing The Time Complexity Of Parallel Algorithms For Knapsack Problem, International Conference On Signal Processing,Communications And Networking, Feb-22 to 24 , 2007
  51. S.Padmavathi, R.Selvakumar, Implementing Matrix Multiplication on Linux Cluster Under MPI Environment, National Conference on Current Trends in Computer Technology, SRMIST, Tamilnadu,Feb 10 to 11, pp:86,2006
  52. S.Padmavathi, Meeting The Challenges Of Load Balancing Between Hetereogeneous Computing Clusters, Asia Pacific Conference On Parallel And Distributed Computing,OBCOMAPC, Dec13-15 , 2004
  53. S.Padmavathi, Human Centered Vision of Ubiquitous Computing, International Conference on Information Technology, Center for Information Technology, Bhubaneshwar,Orissa, 2003
  54. S.Padmavathi, Pervasive Computing for Medical Applications, International Conference on Emerging Technology,KIIT,Bhubaneswar,19-21 December,2003, 2003,
  55. S.Padmavathi and C.Santhiya,"An Intelligent Resource Optimization Approach for Social Networks in Fog Computing", 2018 IEEE 4th International Symposium on Robotics and Manufacturing Automation, IEEE ROMA 2018.
  56. S.MercyShalinie,S.Padmavathi, D.Kavinithya, Integrated Approach to Performance Effective Task Scheduling ,International Conference on Advanced Computing and Communication Technologies -ACCT’11,2011
 Books
  1. Padmavathi,S. "Machine Learning for Reliable Industrial Operations: Predictive Maintenance", Cybersecurity and Data Science Innovations for Sustainable Development of HEICC - Healthcare, Education, Industry, Cities, and Communities, CRC Press, Jan 2025, Scopus Indexed
  2. "A Fog Cluster-Based Framework for Personalized Healthcare Monitoring",Research Advances in Network Technologies, 2023, pp. 85–100
  3. "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
  4. S.Padmavathi et al, "Performance Analysis - Photovoltaic -Fed Multilevel Inverter",Electrical India, pp:24-28, January 2021
  5. Jeya shree G, Padmavathi S. "A Fog-Based Approach for Real-Time Analytics of IoT-Enabled Healthcare." In Internet of Things Use Cases for the Healthcare Industry, pp. 43-66. Springer, Cham, 2020.
  6. G.Jeyashree,S.Padmavathi, "An Adaptive ARP Approach for Fog-Based RSU Utilization",Smart Intelligence Computing and Applications, Springer, 105,https://doi.org/10.1007/978-981-13-1927-3_1
  7. 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
  8. Ramanujam, E., & Padmavathi, S. (2019). A Vision-Based Posture Monitoring System for the Elderly Using Intelligent Fall Detection Technique. In Guide to Ambient Intelligence in the IoT Environment (pp. 249-269). Springer, Cham.
  9. 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

 Projects

TITLE SPONSORING AGENCY AMOUNT RESPONSIBILITY
Cognitive State-Based Content Personalization System using Gen AI TCE Seed Money Scheme Rs.50,000 Principal Investigator
An Agent Based Cloud Revenue Model for Women Empowerment in Rural areas AICTE Rs.6,51,556 Principal Inverstigator
Designing a Resource Aware Map Reduce Scheduler Yahoo, Bangalore - Member
Design of Parallel Scheduling Algorithm for Cluster Computing Environment Computer Society of India Principal Investigator

 Seminar, Conference, Workshop Attended

  1. Attended NPTEL-AICTE FDP on "Introduction to Large Language Models (LLMs)" by IIT Delhi and IIT Bombay, Jan-April 2025, 20-01-2025 to 27-04-2025
  2. Attended NPTEL-AICTE FDP on "Data Analytics with Python" by IIT Roorkee, Jan-April 2025, 20-01-2025 to 04-05-2025
  3. Attended Two days Workshop on "Teaching Programming: Leveraging AI", organized by the Academic Process Team of Thiagarajar College of Engineering, Madurai during November 23rd and 24th ,2023., 23-11-2023 to 24-11-2023
  4. Participated in One week STC on "Emerging Technologies in Computing Communication" organized by the Department of Computer Science & Engineering, Dr.B.R.Ambedkar National Institute of Technology Jalandhar (NIT-J) during 25th to 29th, October 2023 , 25-10-2023 to 29-10-2023
  5. Attended Two Days Faculty Development Program on "Innovate with TRIZ:Tools for Creative Problem Solving",organized by TRIZ Students Association Chapter, TCE, Madurai, 18-08-2023 to 19-08-2023
  6. Attended DRDO Sponsored Two Days workshop on "Big Data Analytics and Cybersecurity Solutions" Organized by Department of Applied Mathematics and Computational Science" TCE, 27-03-2023 to 28-03-2023
  7. Attended AWS Conclave on "Emerging Technologies and New Age Courses for Knowledge and Skills Enhancement", 25-03-2022 to 25-03-2022
  8. ATAL Five- Day FDP on "Recent Advancements in Social Internet of Things (SIoT) and Industrial Internet of Things (IIoT)", Department of Computer Science & Engineering, National Institute of Technology, Puducherry, 14-02-2022 to 18-02-2022
  9. Attended the Short Term Course under Quality Induction Programme on "Introduction to Quantum Computing", Department of Computer Science & Engineering", Indian Institute of Technology, Delhi., 18-06-2021 to 27-06-2021
  10. Participated in Technical Session of the 35th Indian Engineering Congress held in virtual mode, 18-12-2020 to 18-12-2020
  11. An Interactive Webinar on "Healthy Boundaries for Happy Living", Organized by Faculty & Student support centre, Thiagarajar College of Engineering, Madurai., 19-07-2020 to 19-07-2020
  12. Participated in all the sessions of Skycampus Digital Knowledge Series 2020 Organized by ICTAcademy for Faculties in the Month of May,2020, 05-05-2020 to 30-05-2020
  13. TEQIP-III Sponsored Two day Online Virtual FDP on “Design, Develop and Deliver online courses through MOODLE platform” organized by Department of Technical Education State Project Implementation Unit - Tamil Nadu & Coimbatore Institute of Technology, Coimbatore - 14., 23-04-2020 to 24-04-2020
  14. Attended AICTE-Experts Training Programme for the Approval Process 2020-21 at Chennai by AICTE, 24-02-2020 to 24-02-2020
  15. Attended FDP on Mind Power Unlimited:Science of achieving peak performance, holistic success&stress-free living sponsored by TEQIP-III in TCE, 13-12-2019 to 13-12-2019
  16. Participated TEQIP-III Sponsored workshop on "CDIO Based Curriculum Design" by TCE., 21-08-2019 to 21-08-2019
  17. Participated AICTE-QIP Sponsored One Week Short Term Course on "Pedagogical Innovations and Research Directions in STEM Education", by Department of Computer Applications and Information Technology, TCE, 25-02-2019 to 02-03-2019
  18. Participated AICTE-QIP Sponsored One Week Short Term Course on "Data Science for Internet of Things", by Department of Computer Applications, TCE, 04-02-2019 to 09-02-2019
  19. Participated TEQIP III sponsored One Day National Workshop on "Medical Informatics" by Department of Mathematics, TCE, 17-12-2018 to 17-12-2018
  20. Participated in TEQIP Sponsored Two Day "Workshop on Big Data Analytics for Cyber Security Solutions",Organized by IT & MCA Department in TCE., 18-09-2018 to 19-09-2018
  21. Participated in ACM Distinguished Speaker Programme (DSP) on "Privacy and Security in Online Social Media (PSOSM)", organized by Department of Information Technology,TCE, Madurai-15, 27-07-2018 to 01-01-0001
  22. Participated One day Workshop on "Outcome Based Education(OBE):National& International Accreditation" organized by TCE in association with IUCEE., 07-01-2018 to 07-01-2018
  23. Participated Preconference Workshop of Fifth International Conference on Transformations in Engineering Education, ICTIEE 2018 at TCE, Madurai, 07-01-2018 to 09-01-2018
  24. Participated in AICTE-QIP Sponsored Two Week Short Term Course on "Deep Learning with Applications in Language,Vision & Control",organized by Department of CSE,TCE,Madurai-15, 04-12-2017 to 17-12-2017
  25. Participated in TEQIP-III Sponsored One day workshop on " Awareness on UG Self Assessment Report(SAR) of NBA", organized by Planning and Development Division,TCE,Madurai-15, 13-10-2017 to 01-01-0001
  26. Attended TEQIP-III Sponsored One Week Workshop on "Practical Python", Department of Computer Science and Engineering, TCE, Madurai, 04-09-2017 to 09-09-2017
  27. Participated in One day workshop for the stakeholders of Unnat Bharat, Margdarshan and Research Promotion Scheme of AICTE-"DISHA" in AICTE Head Office,New Delhi, 21-07-2017 to 21-07-2017
  28. Attended AICTE Sponsored Quality Improvement Programme - One Week Short Term Course on "Business Analytics and Intelligence"Organized by Dept.of Computer Applications, Coimbatore Institute of Technology, Coimbatore., 24-04-2017 to 30-04-2017
  29. Participated in 2nd International Conference for Convergence in Technology ,I2CT 2017,IEEE,Pune, 07-04-2017 to 09-04-2017
  30. Attended TEQIP II Sponsored A Two Day National Seminar on "Discrete Mathematics and its Applications to Engineers",organized by Dept. of Mathematics, TCE., 09-02-2017 to 10-02-2017
  31. Attended TEQIP-II Sponsored Three days Hands-on "Workshop on AI tools",Dept.of CSE,TCE., 23-01-2017 to 25-01-2017
  32. Attended TEQIP-II Sponsored Two days workshop on "International Accreditation and Program Assessment" organized by Planning and Development Division, TCE. , 04-11-2016 to 05-11-2016
  33. Participated in TEQIP Sponsored Fauclty Development Programme on "Network Security Tools ",Dept.of CSE,TCE. , 02-09-2016 to 03-09-2016
  34. Participated in TEQIP Sponsored Workshop on "Design of Effective Learning Environments", 01-06-2016 to 03-06-2016
  35. Participated in Five Days Training on "Think Parallel: Parallel Programming for Engineers and Scientists",CDAC Bangalore, 18-04-2016 to 22-04-2016
  36. Attended Two Days Residential Training Programme on"Basic Counselling and Psychotherapy Skills" held at CESCI,Madurai, 16-10-2015 to 17-10-2015
  37. Attended Faculty Development Programme on "Version Control Systems", Dept. of CSE, TCE., 29-08-2015 to 29-08-2015
  38. Attended two days Workshop on,"Engineering By Design Course" by Dr.D.K.Subramaniam in TCE, 25-08-2015 to 26-08-2015
  39. Three Days TEQIP Sponsored Worshop on "Good Learning" by N.J.Rao in TCE, 02-06-2015 to 04-06-2015
  40. Attended TEQIP Sponsored One Day Workshop on "Network Performance and Vulnerability Analysis", 06-04-2015 to 06-04-2015
  41. Attended Short Term Training Programme on "Pedagogy for the 21st Century" sponsored by ISTE., 08-12-2014 to 12-12-2014
  42. One Day Workshop on "Free Open Source Software", TCE,, 06-09-2014 to 06-09-2014
  43. Attended QEEE Workshop by IIT Bombay –“ Pedagogy for Effective Use of ICT in Engineering Education” through Remote Center, 24-07-2014 to 26-07-2014
  44. Attended National Seminar on E-Resources(Awareness talk on E-Resources for teaching, learning and research)in KCE., 31-12-2013 to 31-12-2013
  45. Participated in Two Days Workshop on "Art of Counselling" in Kings College of Engineering, 27-12-2013 to 28-12-2013
  46. TCS Sponsored One Day FDP on Mobile ComputingDepartment of CSE,TCENational,, 03-08-2012 to 03-08-2012
  47. PSG-IBM COLLABORATIVE WORKSHOP ON PARALLEL ARCHITECTURES AND PROGRAMMING IN HPC, PSG College of Technology,Coimbatore, 11-08-2011 to 14-08-2011
  48. Teacher Training Programme on "FOSS" for course-I, Anna University Campus from FOSSEE Project at IIT Bombay., 30-11-2009 to 04-12-2009
  49. IUCEE Faculty Leadership Institute, Infosys Campus,Mysore, 30-06-08 to 4-07-2008
  50. International RedHat certification Training Program, CSE Dept. TCE., 04-02-2008 to 10-02-2008
  51. Attended Six Days Seminar on "FOSS for Information Security",Dept.of CSE, TCE., 07-01-2008 to 12-01-2008
  52. Participated TCS Sponsored One-Day FDP on "Four Year Curricula-and how to raise the bar of Competency for Students",Dept.of CSE, TCE., 30-11-2007 to 30-11-2007
  53. Participated Three Days "Workshop on Soft Computing",Dept. of Mathematics, NIT, Trichy., 15-11-2007 to 17-11-2007
  54. Participated Six Days Seminar on "Free and Open Source Tools", Dept.Of.CSE, TCE, Madurai. , 08-01-2007 to 13-01-2007
  55. FDP on "Computer Organisation & Architecture", IIT-Madras, 14th to 15th October-2006
  56. Teacher Training Programme -II on "FOSS" for course-I, Anna University Campus from FOSSEE Project at IIT Bombay., 02-12-2005 to 03-12-2005
  57. Evolutionary Computation Techniques, Dept.Of.EEE,AKCE,Srivilliputhur, 22-10-2005
  58. Analysis & Design Of Algorithms-Ii, IITM-Kerala,Trivandram, 26th to 27th August-2005
  59. First TTP On Free/Open Source Software, AU-KBC Research Center,Mit,Chennai, 6th to 18 th June-2005
  60. Instruction Design & Delivery By Nitttr, Thaigarajar College Of Engg.,, 1-11-2004 TO 6-11-2004
  61. GA For Power System Optimization Problems, Dept.Of.EEE,AKCE,Srivilliputhur, 7th to 8th May-2004
  62. Human Centered Vision Of Ubiquitous Computing, CIT 2003 Center For Information Technology, 22nd December 2003
  63. Recent Trends In Wireless Technologies-Agilent Technology, Thaigarajar College Of Engg.,, 18-04-2003
  64. TEQIP sponsored Three Days Faculty Development Program on "Designing Engineering Education Research Studies” in TCE, 20-08-0014 to 22-08-0014
  65. One day Seminar on “Open Discussion on Research Orientation” in TCE, 08-08-0014 to 08-08-0014
  66. Attended QEEE Workshop by IIT Bombay –“ Pedagogy for Effective Use of ICT in Engineering Education” , 12-06-0014 to 14-06-0014
  67. One day workshop, “TCS Leadership Workshop on A Class Apart” in TCS, Chennai, 05-03-0014 to 05-03-0014
  68. TEQIP Sponsored 6 days FDP on “IBM System z Main Frame Computing”,2013, 18-11-0013 to 23-11-0013
  69. Two days -TEQIP Sponsored “Workshop on Outcome Based Education”,in TCE, 23-09-0013 to 24-09-0013
  70. TCS Sponsored One day Faculty Development programme on “IT Infrastructure Services – Data Center Management”, 2013, 14-08-0013 to 14-08-0013
  71. Attended Workshop on “Self estimation of Performance: Unskilled-unaware syndrome” in TCE,, 17-07-0013 to 17-07-0013

 Seminar, Conference, Workshop Organised

  1. Five-Day Faculty Development Program (FDP) on “AWS Cloud Practitioner Essentials” organized by the TCE AWS Centre of Excellence, Department of Information Technology, Thiagarajar College of Engineering in collaboration with Amazon Web Services (AWS) and ICT Academy, Tamil Nadu., 05-05-2025 to 09-05-2025
  2. Government College of Technology, Coimbatore, FDTC Sponsored Five Day Online FDP on "Integrated Artificial Intelligence in Data Science and its Applications in Cloud" in Department of Information Technology, TCE , 06-03-2023 to 10-03-2023
  3. One Day Hands-On Training for Students on "Modern Application Frameworks" in Department of Information Technology,TCE,Madurai., 13-11-2021 to 13-11-2021
  4. ACM Sponsored Two Days FDP on "Research Challenges & Opportunities in Cloud and Service Computing" in Department of Information Technology, TCE, Madurai, 16-07-2021 to 17-07-2021
  5. Two Days students Workshop on "Fog Computing and Explainable AI - Insights and Usecases" in Department of Information Technology, TCE, Madurai, , 20-09-2019 to 21-09-2019
  6. TEQIP-III Sponsored Two Days "Workshop on Block Chain Technology" in Department of Information Technology,TCE, 23-11-2018 to 24-11-2018
  7. AICTE -QIP Sponsored Two Week Short Term Course on "Deep Learning with Applications in Vision, Language and Control", in CSE Department,TCE, 04-12-2017 to 17-12-2017
  8. TEQIP-II Sponsored "Three Days Hands-On Workshop on Artificial Intelligence Tools",Dept.of CSE, TCE, 23-01-2017 to 25-01-2017
  9. Alan Turing Centenary Year Celebrations Two Day Seminar On Software Technology and Theoretical Computer Science, CSE Department, DST and CSIR Sponsored, Feb 8th and 9th 2013
  10. DRDO and ACCS Sponsored One Day Seminar on Energy Aware Computing Approaches for Green System Design, CSE Department, 01-02-2013
  11. Five Days Faculty Development Program on Free and Open Source Software, Department of Computer Science and Engg, 30th Nov to 4 th Dec 2009
  12. AWS Certification training programme on "Cloud Solutions Architect" along with ICT Academy for Students from 17th July to 21st July, 2024, 01-01-0001 to 01-01-0001
  13. TEQIP III Sponsored Two Days Students workshop on “Fog Computing and Explainable AI – Insights and Usecases" in Department of Information Technology,TCE, 21-09-2018 to 22-09-2018, 01-01-0001 to 01-01-0001

 M.E./Ph.D. Scholars

NAME OF SCHOLAR COURSE AREA OF RESEARCH STATUS
E.Ramanujam Ph.D Data Mining Completed
C.Santhiya Ph.D Cloud Computing Completed
T.Manju Ph.D Virtual Reality Ongoing
G.Jeyashree Ph.D Fog Computing Completed
D.Malarvizhi M.E/M.S Industrial IoT Automation system Completed
S.Thiruchadai Pandeeswari Ph.D Software Defined Networking Ongoing
S.Rajalakshmi Ph.D Distributed Generation Completed
R.Vinodha Ph.D Wireless Sensor Networks Completed
S.Chandrasekar Ph.D Performance Evaluation of Fuzzy Logic Controller Completed
D.Thangamari Ph.D Explainable AI for Healthcare system Ongoing
T.Sasikumar Ph.D AI Framework for Personalized system Ongoing
R.Aswinkumar M.E/M.S AI based Data driven model for Environmental System Ongoing
C.Hari Nainyar Pillai Ph.D Gen AI based Fake news detection Ongoing

 Lectures Delivered

TOPIC DELIVERED AT PERIOD
Intelligent Algorithms for Distributed Applications IEEE CIS Summer School Program on "Computational Intelligence Techniques for Engineering Applications,TCE,Madurai 19-06-2024 to 19-06-2024
AI in Activities of Daily Living FDTC Sponsored Five Days Online FDP on "Integrated Artificial Intelligence in Data Science and its Applications in Cloud" 09-03-2023 to 09-03-2023
Microservices ACM Sponsored Two Days FDP on "Research Challenges & Opportunities in Cloud and Service Computing"Thiagarajar College of Engineering 16-07-2021 to 17-07-2021
Challenges of using ICT in TLP E-Faculty Development Programme on Modern Psychological Training Approaches to Enhance E-Learning, Organized by IQAC, DSEC, Perambalur 06-06-2020 to 06-06-2020
Outcome Based Accreditation Webinar on OBA, Organized by IQAC of Dhanalakshmi Srinivasan Engineering College,Perambalur 27-05-2020 to 27-05-2020
Role of Cloud Computing in Academics IEEE Madras Section-Societies of Cluster - 3 ITS, MTT and COMSOC, Madurai 09-03-2019 to 09-03-2019
KerasR package for Deep Learning Models AICTE-QIP Sponsored one week Short Term Course on Deep Learning for Visual Computing,TCE,Madurai 28-01-2019 to 30-01-2019
Cloud IoT Architectures TEQIP Sponsored Two days Workshop on "Festival of Learning Iot & Cloud", TCE 15-11-2018 to 16-11-2018
Intended Learning Outcome to enhance competencies among Engineering Graduates through Thinking Maps AICTE-ISTE Sponsored One Week Training in Creative Learning and Innovative Teaching Methodologies, Department of CSE, K.L.N College of Engineering 24-04-2018 to 24-04-2018
Deep Learning using Keras AICTE-QIP Sponsored Two Week Short Term Course on Deep Learning with Applications in Language, Vision and Control,Thiagarajar College of Engineering, Madurai-15 06-12-2017 to 06-12-2017
Guest Lecture on Shared Memory Programming with OpenMP IIPC Sponsored Two Days Faculty Development Programme on Multi-core Architecture and Programming in Department of CSE, K.L.N.College of Engineering, Madurai 06-01-2017 to 06-01-2017
Content Generation in Activity Based Learning - Flipped Classroom TEQIP II Sponsored One Day Workshop on Content Management Systems 29-08-2016 to 29-08-2016
ComPipelining and its Hazards Guest Lecture on Pipelining and its Hazards in Department of CSE, Kamaraj College of Engg.,Virudhunagar 26-08-2016 to 26-08-2016
Virtualization, Cloud Computing & Cloud Sim - Hands on TEQIP -II Sponsored Four Days Hands on Workshop,Department of Information Technology, Thiagarajar College of Engineering, Madurai 15-10-2015 to 15-10-2015
Pipelining and Data Hazards and Handled Tutorial session Anna University sponsored seven days FDTP on Computer Architecture Thiagarajar College of Engineering,Madurai 08-07-2014 to 15-07-2014
Challenges in Cloud Computing PSR Engineering College, Sivakasi National Level Technical Projectmania,15th March 2013
Guest Lecture on Energy Efficient Data Center DRDO and ACCS Sponsored One Day Seminar on Energy Aware Computing Feb 1st 2013
Guest Lecture on Security and Privacy in Cloud Storage KLN College of Information Technology,Madurai DRDO Sponsored Workshop on Security and Privacy in Cloud Computing, 11th August 2012
Keynote Address on Scheduling in C luster Computing National Seminar on Emerging Trends in Distributed Computing, Kalasalingam University, Srivilliputhur October 14th,2011
Parallel Computing Fatima College,Madurai 19-01-2005

  Awards and Honours

  1. IIT Roorkee, Topper 5 % with Elite Silver Medal for 12 weeks NPTEL Course on "Data Analytics with Python"
  2. 12 Week Course on Introduction to Large Language Models (LLM), NPTEL Ceritification with Elite Grade from IIT Delhi
  3. Visiting Scientists Programme, Indian National Science Academy
  4. Received Badge & Certificate on "Building Trustworthy AI Enterprise Solutions", IBM
  5. Received Badge &Certification on "Getting Started with Enterprise-grade AI", IBM
  6. Received Badge &Certification on "Getting Started with Enterprise-grade AI", IBM
  7. Certification on "Journey to Cloud: Envisioning Your Solutions, IBM
  8. Received Certificate on Virtual Faculty Buildathon-AI/ML With Cloud, IBM Smart Internz & AICTE
  9. Received Certificate of Appreciation and Faculty Champion among Top 30 Engineering colleges from Honorable Chief Minister of Tamilnadu, for Best Naan Mudhalvan ProgrammeTNSDC,Tamilnadu
  10. Received Elite Grade with Topper 1% for NPTEL Course on "Big Data Computing", IIT Madras
  11. 8 Weeks Course on "Introduction to Machine Learning", NPTEL Certification with Elite Grade from IIT Kharagpur
  12. QEEE-IITB, Recognition for the contributions to Educational Repository Wiki

 Membership

NAME OF SOCIETY DETAILS PERIOD
The Institution of Engineers and Technology Membership No:1100888163
The Institution of Engineers (India) Membership M-163397-4
Indian Society for Technical Education Membership No:LM122634
Computer Society of India Membership No:00137539 -

  Other Achievements

  1. Reviewer in Informatics in Medicine
  2. Reviewer in Journal of Computers and Application
  3. Reviewer in Journal of Medical Internet Research
  4. Reviewer in Journal of Medical Internet Research
  5. Naan Mudhalvan -SPOC
  6. Reviewer in Transactions on Emerging Telecommunication Technologies and
  7. IBM-NalaiyaThiran-SPOC
  8. AICTE Scrutiny Committee Member
  9. Reviewer in IEEE Sensors
  10. Reviewer in Journal of Ambient Intelligence and Smart Environments
  11. Reviewer in International Journal of Industrial and Systems Engineering
  12. Reviewer in Applied Sciences-Energy, Science and Technology
  13. AICTE Expert Visiting Committee Member
  14. External Expert Member for Scrutiny Board-IT Department of Kamaraj College of Engineering & Technology
  15. Reviewer in Journal of Experts Systems with Application
  16. Reviewer for AICTE-Student Learning Assessment (SLA) Project
  17. Associative Dean-MIS
  18. Reviewer for Elsevier Sustainable Computing Journal
  19. Expert Member for Faculty Selection Committee for Ramco Institute of Technology
  20. Subject Expert Member for Board of Studies in Sri Manakula Vinayagar Engineering College
  21. Expert Member for Competency Committee,NEC,Kovilpatti
  22. Anna University Nominee for Board of Studies for KLN College of Engineering
  23. Member for Board of Studies Meeting in Fathima College
  24. Anna University Nominee for Board of Studies Meeting- RMK College of Engineering
  25. External Expert for DRC Meeting,Kasalingam University
  26. Anna University Nominee for Board of Studies Meeting for Francis Xavier College of Engineering,Thirunlveli
  27. Reviewer in Computer and Information Sciences-Elsevier
  28. Reviewer in Journal of Experimental Algorithmics
  29. Reviewer in Elsevier Sustainable Computing
  30. Board of Studies Member in IT Department, KLU, Krishnankoil
  31. Reviewer in IEEE ICCCA
  32. Reviewer in International Journal of Fuzzy Systems
  33. Department Advisory Board Member in IT Department, Sethu Institute of Technology, Virudhunagar
  34. Reviewer in Proceedings of the National Academy of Sciences, Physical Sciences (NASA)
  35. Reviewer in KSII Transaction on Internet and Information Technology
  36. Reviewer in Journal of Engineering Science and Technology