Dr. G.Kavitha

Teaching

Educational Background

Work Experience

Lecture courses

• Data Structures
• Artificial Intelligence
• Machine Learning
• Cloud Computing
• Wireless Networks
• Soft Computing
• Web Technology
• Distributed Computing

Research

Areas Of Research Interest

• Cloud & Grid Computing
• Deep Learning
• Artificial Intelligence

Research Guidance

• One Research Scholar awarded Ph.D in Information Technology.
  Thesis Title: Proactive Load Balancing Approach Using Hybrid Queuing and Population Dynamics Model to Improve the Quality of Service in Cloud
• Guiding 4 Research Scholars in Ph.D in School of Computer, Information & Mathematical Sciences

Publications

International Journals (Scopus & WOS Indexed)

• A.Sonya, Dr.G.Kavitha, “An Effective Blockchain-Based Smart Contract System for Securing Electronic Medical Data in Smart Healthcare Application”,Concurrency and Computation : Practice and Experience, Vol.34, No.28, pp: , John Wiley & Sons, October 2022, (WoS, Scopus& SCI indexed, IF 2.2)
• Shahbaz Afzal, Kavitha.G, and Dar, A. A. “An Application of Taguchi L16 Method for optimization of Load balancing Process Parameters in Cloud Computing” International Journal of Cloud Computing, Inderscience Publishers (Accepted for Publication- Scopus Indexed, I.F 0.6).
• Shahbaz Afzal, Kavitha.G, “A Proactive Population Dynamics Load Balancing Algorithm in Cloud Computing for QoS Optimization”,International Journal of Grid and Utility Computing, Inderscience Publishers, Vol.12, Nos.5/6, pp: 554-572, 2021 (Web of Science, Scopus Indexed, IF 2.3).
• Serena Rajakumar, Kavitha Ganesh and Sathik Ali.I , “Extraction of Drug-Drug Interaction Information using a Deep Neural Network”, International Journal of Data Mining and Bioinformatics, Vol.25, No.3/4, pp:181-200, 2021.(Inderscience Publishers,Scopus Indexed I.F: 0.21)
• K.Chitra, G.Kavitha, A.Sonya and S.M.Rohitha, “A Privacy Preserving Framework for Health Records Using Blockchain”, Pertanika Journal of Science & Technology, Vol.29, No.4 , pp:3081-3098, October 2021 (WoS & Scopus Indexed I.F.0.21)https://doi.org/10.47836/pjst.29.4.45
• A.Sonya, G.Kavitha, A.Varsha and Riyaz Muhammed, “Encrypting Health Care Data in Cloud Using Cryptographic Algorithms”, Test Engineering and Management, Vol.83, pp: 26722 – 26731, 2020 (Scopus Indexed – I.F:0.1).
• Shahbaz Afzal, Kavitha.G, “A Hybrid Multiple Parallel Queuing Model to Enhance QoS in Cloud Computing”, International Journal of Grid and High-Performance Computing, Vol.12, No.1, pp:18-34, 2020 (Web of Science &Scopus Indexed – I.F:0.16)
• A.Sonya, G.Kavitha and C.Dinesh kumar, “Security and Privacy Preserving for Patient’s E-Health Care Applications”, Test Engineering and Management System”, Vol.82, pp: 1781-1786, 2020, (Scopus Indexed – I.F: 0.1).
• Shahbaz Afzal, Kavitha.G, “Load Balancing in Cloud Computing – A Hierarchical Taxonomical Classification”, Journal of Cloud Computing -Advances, Systems and Applications, Vol.8, No.22, pp: 1-24, 2019. (Scopus Indexed – I.F:2.78)
• A.Sonya, G.Kavitha, “Transmission of Secure Sensitive Health Care Information Using Hybrid Encryption in Cloud Computing” , International Journal of Advanced Science and Technology, Vol.28, No.15, pp: 344 – 354, 2019 (Scopus Indexed – I.F: 0.13)
• A.Sonya, G.Kavitha, “Preserving Human Health Care Records Based on Hybrid Learning Methods in Cloud Computing”, International Journal of Control and Automation, Vol.12, No.6, pp:465 -476, 2019 (Scopus Indexed- I.F: 0.1).
• Sonya.A, Kavitha.G, “Efficient Approaches for Storing, Retreival and Replication of Data Using Cloud System”,International Journal of Pure and Applied Mathematics, Vol.117, No.20, pp:1021-1035, 2017, (Scopus Indexed – I.F : 0.25)
• Mohammed Imran and Kavitha G, “Spatial Data Mining for Location Based Services”, Indian Journal of Science & Technology , Vol. 9, Nos. 48,pp.1-10, 2016. (Impact factor: 0.27) ISSN: 0974- 6846. http://10.17485/ijst/2016/v9i48/99237
• Kavitha, G.and Sankaranarayanan, V. “A Novel Resource Selection Framework to Improve QoS in Computational Grid”, International Journal of Computational Science and Engineering Vol. 9, Nos. 1/2, 2014, pp.130-138. (Inderscience Publishers – Impact factor: 1.066) (ISSN- 17427185) (Scopus Indexed
  http://dl.acm.org/citation.cfm?id=2576127.2576140
• Kavitha, G.and Sankaranarayanan, V. “A Guaranteed Service Resource Selection Framework for Computational Grids”, International Journal of Grid and Distributed Computing, Vol.6, No.3, 2013, pp: 29-41.(Scopus Indexed-0.13) www.sersc.org/journals/IJGDC/vol6_no3/3.pdf
• Kavitha, G.and Sankaranarayanan, V. “An Efficient Resource Selection Strategy Based on Load Forecasting in Computational Grid”, Journal of Information and Computational Science, Vol.10, No. 10, PP: 2911-2922, 2013. (Scopus Indexed – 0.216) http://10.12733/jics20101918
• Kavitha, G.and Sankaranarayanan, V. “Resource Selection in Computational Grid Based on User QoS and Trust”, International Journal of Computer Science and Network Security Vol.11, No.3, pp. 214-221, 2011. (ISSN-1738-7906)(Thomson Reuters’ categories: Technology – Information science )
  http://paper.ijcsns.org/07_book/201103/20110331.pdf
• Kavitha, G. and Sankaranarayanan, V. “Secure Selection of Multiple Resources Based on Virtual Private Network for Computational Grid”, Journal of Computer Science Vol.7, No.12, pp. 1881-1887, 2011.(Scopus Indexed – I.F- 1.22)
  http://thescipub.com/html/10.3844/jcssp.2011.1881.1887

International Journals (Others)

• Sonya.A and G.Kavitha, “Effective Approaches for Preserving Energy Consumption in Cloud Computing”, International Journal of Engineering Research and Technology, Vol.10, No.4, pp:14-20, 2021.
• A.Sonya , G.Kavitha, N.Ramakrishnan and Mohamed Safith, “A Comprehensive Review on Prediction of Heart Condition using Machine Learning Algorithm”, Journal of Critical Reviews, Vol.7, No.19, pp:3496 – 3506, 2020.
• Shahbaz Afzal, Kavitha.G, “Impact on Qos in Cloud Computing Employing a Parallel Queuing Model with Strictly Increasing Arrival Rate – An Analytical Approach”, International Journal of Innovation In Engineering Research & Management, Vol.5, No.2, pp:1-5, March 2018 (Indexed in Google Scholar, DOAJ)
• Kavitha G, Latchoumy.P and Afreen Banu.H., “A Secure Anti Collusion File Sharing System for Untrusted Cloud Storage”, International Journal of Scientific Research in Science and Technology,  Vol.3, No.6, pp: 418-422, 2017. (Indexed in DOAJ, citeseer, index Copernicus)
• Kavitha G. and Jaghadhini V.M.,“Providing Secure Data Sharing Service In Cloud Computing Environment”, International Journal of Emerging Technology in Computer Science & Electronics, pp: 482-485, May (ISSN- 0976-1353)

International Conferences

• K.Chitra, G.Kavitha and P.Latchoumy, “Penalty based Text Generation Framework using Generative Adversarial Networks”, in Proc of IEEE International Conference on Automation, Computing and Renewable Systems, Mount Zion College of Engineering and Technology, Tamilnadu during 13th to 15th December 2022.
• S.Anupriya, H.Shaila Banu, P.Latchoumy and G.Kavitha, “Handwriting Recognition Using Convolution Neural Network and Support Vector Machine Algorithms”, in proc. of IEEE Sponsored 6th International Conference on Electronics, Communication and Aerospace Technology, RVS Technical Campus, Coimbatore during 01st to 03rd December 2022
• G.Kavitha, P.Latchoumy, A.Sonya, “Enhancing Data Security for Sharing Personalized Data in Mobile Cloud Environments”, in 4th International Conference on Big Data and Cloud Computing (ICBDCC), Karunya Institute of Technology & Sciences, Coimbatore, during 20th to 21st August 2021.
• A.Sonya, G.Kavitha and S.Muthusundari, “Human Health Care System Analysis for Cloud Data Structure of Biometric System Using ECG Analysis”, in Proc of International Conference of Evolutionary Computing and Mobile Sustainable Networks (ICECMSN) at R V Institute of Technology & Management, Bengaluru during 28th to 29th September 2021.
• Serena Rajakumar, G. Kavitha and I.Sathik Ali, “CNN based DDI Extraction System Drug-Drug Interaction Extraction System using Ensemble Learning”, In Proc of 2nd International Conference on Computing, Communication and Internet of Things at Sri Sairam Engineering College during 20th to 22nd February 2020.
• Shahbaz Afzal and G.Kavitha, “Enhancing Migration Related Parameters in Cloud Computing by Adopting Improved Modified Distribution Load Balancing Approach” in Proc of International Conference on Mathematical Computer Engineering, at Vellore institute of Technology, Chennai during 21st and 22nd February 2020.
• Nivetha Thirumagal and G.Kavitha, “Precise Location Verification of Vehicles in Intelligent Transportation System Using Enhanced Distance Bounding Approach”, In proc. of International Conference on Advanced Scientific Innovation in Science, Engineering & Technology (ICASISET 2019) at Bharat Institute of Higher Education & Research during 19th to 23rd April 2019.
• A.Sonya and G.Kavitha, “Effective Approaches for Securing Sensitive Data and Supporting Multi Data Applications in cloud Forensics Environment”, In proc of 4thInternational Conference on Trends in Information Management , Engineering and Sciences at Hyderabad on 28th and 29th December 2018.
• G.Kavitha and Jenita Gabriel, “An Effective Traffic Contention and Control Mechanism for Improvement of QoS in Wireless Sensor Networks”, In proc of International Conference on Materials, Applied Physics and Engineering – ICMAE organized at Indore, Madhya Pradesh on 3rd and 4th June 2018.
• Shahbaz Afzal and Kavitha.G, “Optimization of Task Migration Cost in Infrastructure Cloud Computing Using IMDLB Algorithm”, In proc of IEEE International Conference on Circuits and Systems in Digital Enterprise Technology – ICCSDET organized by SAINTGITS College of Engineering, Kerala on 21st and 22nd December 2018.
• Kavitha.G, Saveen Baskar and Nomaan Imtiaz, “Discovering Public Opinions by Performing Sentimental Analysis on Real Time Twitter Data”, In proc of IEEE International Conference on Circuits and Systems in Digital Enterprise Technology – ICCSDET organized by SAINTGITS College of Engineering, Kerala on 21st and 22nd December 2018.
• Navin Chandar.J and Kavitha.G, “Improving query results in Ontology based Case-Based Reasoning by dynamic assignment of feature weights”, In proc of 3rd International Conference on Advanced Computing and Intelligent Engineering (Springer) organized by Siksha O Anusandhan Deemed to be University, Bhubaneswar during 22nd to 24th December 2018.
• Shahbaz Afzal and Kavitha.G, “A Taxonomic Classification of Load Balancing Metrics- A Systematic Review ” in proceedings of 33rd Indian Engineering Congress organized by Institution of Engineers at Udaipur during 21st to 23rd December 2018.
• Jeya Barathi, G.Kavitha and M. Mohamed Imran, “Building a Mobile Personalized Marketing System using Multidimensional Data”, In proc. of IEEE International Conference on Smart Technologies and Management for Computing, Communication, Controls, Energy and Materials (ICSTM), 6 – 8 May 2015. pp.141-145.
• R.Ambrina Farheen and G. Kavitha, “Uniform File Allocation for Distributed File System in Cloud”, In Proc. of 2nd International Conference on Science,Engineering and Management,,TamilNadu, India, March 28-29, 2014, PP:218-223.
• Mohamed Imran M and G.Kavitha, “An Efficient Utilization of Advertisement Data for Targeted Mobile Advertisement System”,In Proc. of IEEE International Conference on Advanced Communication Control and Computing Technologies (ICACCCT), May 8-10, 2014, pp: 1572-1577.
• R.S.Amshavalli and G.Kavitha, “Increasing the Availability of Cloud Resources using Broker with Semantic Technology”, In Proc. of IEEE International Conference on Advanced Communication Control and Computing Technologies (ICACCCT), May 8-10, 2014, PP:1578 -1582.
• Kavitha, G.and Sankaranarayanan, V. “Secure Resource Selection in Computational Grid based on Quantitative Execution Trust”, In Proceedings of International Conference on Information, Communication, Electrical and Computer Engineering, Singapore, pp. 149-155, 2010.

National Conferences:

• Shahbaz Afzal and G.Kavitha, “A Nature Inspired Pine Tree Optimization Algorithm”, in Proc of National Conference on Recent Trends and Technologies in Computing (NCRTTC’21), Arasu Engineering College, Thanjavur held on 1st April 2021
• K.Chitra and G.Kavitha, “Penalty Based Text Generation using Generative Adversarial Networks”, in Proc of XLV Indian Social Science Congress, B.S.A Crescent Institute of Science and Technology, Chennai held during 28th March to 01st April 2022.
• Shahbaz Afzal and G.Kavitha, “Role of Cloud Computing in Combating the Covid-19 Pandemic – A Case Study”, in Proc of XLV Indian Social Science Congress, B.S.A Crescent Institute of Science and Technology, Chennai held during 28th March to 01st April 2022.

Research Awards:

• Received B.S. Abdur Rahman Research Incentive Award and Cash prize for publication in Scopus / WoS Journals during the year 2014, 2020 and 2021

Patents:

• Innovation Patent granted for “Internet of Things based Intelligent Irrigation System Using Cloud Computing” , Australian Government, IP Australia, November 2021.

Book Chapters (Scopus Indexed)

• G.Kavitha, P.Latchoumy, A.Sonya, “Enhancing Data Security for Sharing Personalized Data in Mobile Cloud Environments”, in Disruptive Technologies for Big Data and Cloud Applications, Lecture Notes in Electrical Engineering (Springer book series – Scopus Indexed), Vol.905, pp: 739 – 750, 2022.
• A.Sonya, G.Kavitha, S.Muthusundari, “Human Health Care Systems Analysis for Cloud Data Structure of Biometric System Using ECG Analysis”, Evolutionary Computing and Mobile Sustainable Networks, Lecture Notes on Data Engineering and Communication Technologies (Springer Nature – Scopus Indexed), Vol.116, pp:163-176, 2022.
• S. Kaja Mohideen, Latha Tamilselvan, Kavitha Subramaniamand G. Kavitha, “Impact of AI and Machine Learningin Smart Sensor Networks for HealthCare, Smart SensorNetworks”, in Smart Sensor Networks- Analytics, Sharing and Control, Studies in Bigdata (Springer Nature), Vol.92, pp: 51-72, 2022.
• Shahbaz Afzal, Kavitha. G, and Amir Ahamed Dar, “A Cloud Computing Based Model for Wildlife Conservation and Health Care Improvement in Endangered Wild Life Animals”, in Handbook of Research on Smart Technology Models for Business and Industry, pp:316-328, 2020.
• Shahbaz Afzal, Kavitha. G, and Shabnum Gull “Parallel Queuing Model in a Dynamic Cloud Environment-Study of Impact on QoS: An Analytical Approach” in book: Data Engineering and Communication Technology, AISC series Springer, pp: 297 – 317,January 2020.
• J.Navin Chander and G.Kavitha, “Improving Query Results in Ontology-Based Case-Based Reasoning by Dynamic Assignment of Feature Weights” in Advances in Intelligent Systems and Computing, Vol.1082, pp:153-162, Springer Nature, Singapore, 2020
• A.Sonya, Kavitha.G, Paramasivam, “Secure Transmission of Human Vital Signs Using Fog Computing” in Lecture Notes on Data Engineering and Communication Technologies, Vol.46, pp: 785 – 792, Springer Series, 2019.

List of MOOC/ Workshop/ FDP participated :

• Attended Intel Faculty Training Programme on “AI & HPC” during 14.9.2022 to 20.9.2022 organized by CIIC-BSACIST and Intel Unnati Labs, Chennai.
• Attended ATAL Academy workshop on “Designing and Modelling of IoT, AI and ML Sytems” during 01.08.2022 to 05.08.22 organized by AICTE, ATAL academy, ARM education and STMicroelectronics.
• Attended ATAL Academy advanced online FDP on “Cryptocurrency and Blockchain Technology” during 30.8.2021 to 03.09.2021 organized by Punjab Engineering College, Punjab.
• Completed 8 weeks online course with Elite Certification and Silver Badge on “Machine Learning” offered by NPTEL during Feb to April 2021.
• Attended ATAL Academy online FDP on “Cyber Physical Systems” during 07.11.2020 to 11.11.2020 organized by Indian Institute of Information Technology, Pune.
• Attended ATAL Academy online FDP on “Deep Learning and Artificial Intelligence” during 21.9.2020 to 25.9.2020 organized by Indira Gandhi Delhi Technical University for Women, New Delhi.
• Attended Faculty Development Programme on “Android App Using Kotlin” during 01.07.2020 to 17.8.2020 organized by Spoken Tutorial Project, IIT Bombay, funded by the National Mission on Education through ICT, MHRD, Govt. of India.
• Completed 12 weeks online course with Elite Certification on “Deep Learning” from NPTEL during Jan to April 2020.
• Attended one-day workshop on “C and C++” organized by Teaching Learning Centre (ICT) at IIT Bombay,funded by the PMMMNMTT, MHRD, Govt. of India on 29.2.2020.
• Organized and attended Two-Days Hands-on Workshop on “Architecting Cloud Services” in association with Inception Labs, Chennai, during 12.2.2020 and 13.2.2020.
• Completed 3 days online workshop on “Effective and Efficient Online Teaching in the age of Corona-A Hands on workshop” organized by Teaching Learning Centre (ICT) at IIT Bombay,funded by the PMMMNMTT, MHRD, Govt. of India during 15.5.2020 to 17.5.2020
• Completed 8 weeks online course with Elite Certification & Silver Badge in “Accreditation and Outcome Based Learning” from NPTEL during July to October 2019.
• Attended Five days training programme on “Java Programming” at Jeppiar SRR Engineering College organized by Oracle Academy during 19.8.2019 to 23.8.2019.
• Completed 8 weeks online course with Elite Certification& Silver Badge in “Introduction to Soft Computing” from NPTEL during Jan to March 2019.
• Attended six days training programme on “Academic Leadership” at B.S.A Crescent Institute of Science & Technology in association with MHRD during 01.04.2019 to 07.04.2019.
• Attended a one day National Seminar on “e-learning and MOOCs in Higher Education” organized by Guru Angand Dev Teaching Learning Center of MHRD in association with S.A Crescent Institute of Science & Technology on 09.03.2019.
• Organized and Attended two days workshop on “Artificial Intelligence, Machine Learning and Deep Learning” on 7th and 8th March 2019.
• Completed 8 weeks online course with Elite Certification in “Cloud Computing and Distributed Systems” from NPTEL during July to October 2018.
• Attended a one week faculty development training on “IBM CE – Enablement Program- Database Management System” during 2.7.18 to 6.7.18.
• Completed 8 weeks online course with Elite Certification in “Introduction to Modern Application Development” from NPTEL during July to September 2017.
• Attended One week training on “A school on Algorithms and Techniques” at CSE  Dept., B.S.A University during 22.7.2015 to 27.7.2015.
• Attended One week training on “Enterprise Architect Modeller” at B.S.A. University during 17.11.2014 to 21.11.2014.
• Organized the 3rd  National Conference on Recent Trends in Information Technology (NCRTIT’14) on 10th April 2014
• Attended a workshop on “R & D Project Proposals – Awareness, Needs and benefits” Organized by   Centre for Technology Development and Transfer, Anna University on 26th February 2014.
• Attended one week training on “IBM Seed Program- Rational Software Architect” at B.S.A University during 16-7-2013 to 20-7-2013.  
• Attended a three day workshop on “Cloud Computing” organized by Department of Information Technology, Anna University, MIT campus during 12th -14th September 2012.
• Attended a one day seminar on “Research Issues and Challenges in Social Network Computing” organized by Centre of Excellence in Social Network Computing, National Institute of Technology, Tiruchirapalli on 4th May 2012.
• Attended two-week training Programme “Train the Trainer-Soft Skill Development” at B.S.A. University during December 2011.
• Attended Two day National Workshop on “Cloud Computing” held at SSN College of Engineering during 2nd and 3rd April 2010.
• Attended five day “Faculty Enhancement Programme” to conduct “Enhancing the Employability for SC/ ST Students” Programme sponsored by TAHDCO, Government of Tamilnadu, during 3rd May 2010 to 7th May 2010 at RMK Engineering College, Kavarapettai.
• Attended QIP on “Web Collaboration and Technology” conducted by Department of Information Technology, BSA Crescent Engineering College, Vandalur from 18-05-09 to 31-05-09.

Extension Activities

• Reviewer for International Journal Publishers – IEEE Access and Springer.
• Deputy Co-ordinator for organizing 45th Indian Social Science Congress jointly organized by Indian Social Science Academy (ISSA) and B.S.A Crescent Institute of Science & Technology during 28.03.2022 to 01.04.22.
• Co-ordinator for conducting 6 days AICTE Sponsored Short Term Training Programme (STTP) on “Artificial Intelligence and Deep Learning Techniques” in two slots during 30.11.2020 to 05.12.2020 and 01.02.2021 to 06.02.21 for faculty, research scholars and industry people.
• External Doctoral Committee member for Vel’s University and Internal Doctoral Committee member for BSA Crescent Institute of Science & Technology.

Invited Talk / Resource Person:

• Acted as a resource person for Guest Lecture on “A Pragmatic Way of Understanding ANN and Fuzzy Control” organized by St.Joseph’s College of Engineering in association with IEEE students branch chapter on 29.4.2021.
• Acted as a resource person for AICTE sponsored FDP on “Research Challenges in Optical Networks, WDM Optical Networks, Sensor Networks and Unparalleled Communication Speed in the Future: A Scalable Approach” and delivered a lecture on “5G Technology – Evolution and Revolution” on 19.11.2020 and 03.12.2020.
• Acted as a resource person for AICTE sponsored FDP on “Research Challenges in Optical Networks, WDM Optical Networks, Sensor Networks and Unparalleled Communication Speed in the Future: A Scalable Approach” and delivered a lecture on “Modern Agriculture for Wireless Sensor Networks” on 26.11.2020 and 11.12.2020.
• Acted as a resource person for AICTE Sponsored Short Term Training Programme on “Artificial Intelligence and Deep Learning Techniques” and delivered a session on “Information Extraction Using Deep Neural Networks” on 05.12.2020 and 06.02.2020.

Fund Generated – Training & Consultancy

• Sanction received for Rs.1,65,800/- for organizing STTP under AICTE AQIS scheme on “Artificial Intelligence and Deep Learning Techniques” during December 2020.
• Received an amount of Rs.25,000/- towards Consultancy work on “Cloud and Virtualization Solution” has been granted by “Cloud Masters Technology Solutions”, Chennai during August 2018 – March 2019.
• Sanctioned Consultancy work on “Enterprise Application Development for Trading Business” has been granted by Imtrade Commodities India Pvt.Ltd, Chennai during August 2019 – July 2020.
• Handled Computer Awareness Training Programme for Police Personnel (AIPDM) during November 2019.

Research Projects Submitted

• Submitted a research project on “Development of a Common Interface for Efficient Utilization of Online Services in Rural areas” to Technology Development Systems Programme, DST.
• Submitted a research project on “Integrated Pest Control and Water Management System based on IoT for Agriculture” to DST

Additional Responsibilities

• Director In charge – Center for Innovation in Teaching and Learning, B.S.A. Crescent Institute of Science & Technology.
• Coordinator: UG admission coordinator, Class Advisor, NAAC Coordinator, IQAC Coordinator, UGC Monitoring Committee Coordinator.
• Member: QS-ranking, Board of Studies, Department Academic Audit Committee, Faculty advisor, Doctoral Committee Member, Project Committee member.