Educational Details
Ph. D., in Computer Science and Engineering from JNT University Anantapur, Ananthapuramu, March, 2018.
M. Tech. in Software Engineering from JNTUA College of Engineering (Autonomous) Ananthapuramu, August, 2009.
B. Tech. in Information Technology from RGM College of Engineering & Technology, Nandyal, April, 2007.
Professional Background
Associate Professor in Computer Science and Engineering, Gokaraju Rangaraju Institute of Engineering and Technology (Autonomous): Hyderabad from May 2018 to till date.
Assistant Professor at Sri Sai College of Engineering Ananthapuramu from June 2008 to August 2009.
Committee Work
M.Tech Coordinator for M.Tech Software Engineering, GRIET, Hyderabad from August 2018 to till date.
NBA Coordinator for B.Tech CSE,GRIET, Hyderabad from 2019-2021.
Dean AAC for GRIET Hyderabad from November 2021-August 2023.
Courses Taught
Operating Systems
Database Management Systems
Discrete Mathematics
Computer Networks
Object Oriented Analysis and Design
Computer Graphics,
Model Driven Software Engineering
Software Testing
Software Reliability
Secure Software Engineering
Middleware Technologies.
Publications
Patents
An Indian patent published with the title of invention “Operating and Control System for a Trike Vehicle”, Application No. 201841031240A, Journal No. 35/2018, publication date. 31/08/2018.
An Indian patent published with the title of invention “Device to Regulate Flow of Fluid and Method Employed Thereof”, Application No. 201841031241A, Journal No. 35/2018, publication date. 31/08/2018.
An Indian patent published with the title of invention “Method for Detecting Anti Patterns in Web Services and Business Processes”, Application No. 201941014136A, Journal No. 17/2019, publication date. 26/04/2019.
International Journals and Conferences:
G. Ramesh, et al., Computational intelligence techniques for energy efficient routing protocols in wireless sensor networks: A critique, Transactions on Emerging Telecommunications Technologies, Volume35, Issue1, January 2024. DOI: 10.1002/ett.4888 (SCIE) Wiley.
G. Ramesh, et al., Enhanced Elliptic Curve- Dife Hellman Technique with Bigdata Analytics for Satellite Image Security Enhancement in Internet of Things Systems, Earth Sci Inform (2023). https://doi.org/10.1007/s12145-023-01194-2. (SCIE, Scopus) Springer.
G. Ramesh, G. V. Ramaiah, A hybrid methodology with learning-based approach for protecting systems from DDoS attacks, Journal of Discrete Mathematical Sciences & Cryptography ISSN 0972-0529 (Print), ISSN 2169-0065 (Online) Vol. 26 (2023), No. 5, pp. 1317–1325. (ESCI, Scopus) Taylor & Francis.
Moorthy, T. V. K. ., Bachu, S. ., Ramesh, G. ., Reddy, D. R. ., Krishn, S. V. ., & Dharani, M. (2023). 5G Enabled Moving Robot Captured Image Encryption with Principal Component Analysis Method. International Journal on Recent and Innovation Trends in Computing and Communication, 11(8), 252–258.
N. S. Varma Indukuri, S. Reddy Eguram, A. Nichena, S. Ulvalapudi and R. Gajula, "Blockchain-based Voting System in a Democratic Environment," 2023 Second International Conference on Augmented Intelligence and Sustainable Systems (ICAISS), Trichy, India, 2023, pp. 1312-1316, doi: 10.1109/ICAISS58487.2023.10250609.
P. Kandukuri, B. S. Sowrab, G. Ramesh and K. K. Singamaneni, "Paddy Leaf Disease Identification on Infrared Images based on CNN with Auto Encoders," 2023 Second International Conference on Augmented Intelligence and Sustainable Systems (ICAISS), Trichy, India, 2023, pp. 277-281, doi: 10.1109/ICAISS58487.2023.10250752.
J. Potluri, H. Gummadi, M. Bhogi, Y. S. Katta, G. Ramesh and T. S. Meghana Reddy, "Unveiling Covert Conversational Agents: Enhancing Insight, Archives, and Dialog Acts with ChatGPT," 2023 7th International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC), Kirtipur, Nepal, 2023, pp. 766-772, doi: 10.1109/I-SMAC58438.2023.10290195.
G. Ramesh, B. Anil Kumar and J. Praveen, Design and Implementation of an IoT-Integrated Smart Home System with End-To-End Security using Blockchain Technology, Blockchain Technology for IoT and Wireless Communications, 2023. https://doi.org/10.1201/9781003269991, eBook ISBN9781003269991, CRC Press. (Scopus)
Karanam Madhavi, Yesupogu Suri Babu, G. Ramesh, Deepika Dua and Vijay Bhasker Reddy, Review on Tomato Ripe Detection and Segmentation Using Deep learning Models for Sustainable Agricultural Development, E3S Web Conf., 430 (2023) 01058, DOI: https://doi.org/10.1051/e3sconf/202343001058.
G. Ramesh, et al., Smart Medical Assistance using Soft Computing, E3S Web Conf., 430 (2023) 01189, DOI: https://doi.org/10.1051/e3sconf/202343001189.
G. Ramesh, Karanam Madhavi, P. Jaya Prakash Reddy, Abhiram Pedamallu and Raj Kumar, Automated Opencv-Based Presentation Controller, E3S Web Conf., 430 (2023) 01061, DOI: https://doi.org/10.1051/e3sconf/202343001061.
B.V.N. Prasad Paruchuri, Madhu Latha Veerapaneni, G. Rames, Vinay Kumar Awaar and Abhilasha Chauhan, Beyond Binary: The Capabilities of Classical and Quantum Computing for Securing Data Transmission, E3S Web Conf., 430 (2023) 01073, DOI: https://doi.org/10.1051/e3sconf/202343001073.
K. Shyam Sunder Reddy, G. Ramesh, J. Praveen, P. Surekha and Ayushi Sharma, A Real-time Automated System for Object Detection and Facial Recognition, E3S Web Conf., 430 (2023) 01076, DOI: https://doi.org/10.1051/e3sconf/202343001076.
K. Shyam Sunder Reddy, Ramesh G., Raghavendra C., Sravani C., Manleenjot Kaur and Soujanya R., An Automated System for Indian Currency Classification and Detection using CNN, E3S Web Conf., 430 (2023) 01077, DOI: https://doi.org/10.1051/e3sconf/202343001077.
K. Madhavi, G. Ramesh, Lakshmi Soundarya Reddy Tetala, P. Surekha and Rohit Dhiman, Secure Information System for Visitor Access Recognition using Machine Learning, E3S Web Conf., 430 (2023) 01066, DOI: https://doi.org/10.1051/e3sconf/202343001066.
Gautam Hanumanthu, Venkateswarlu Lendale, G. Ramesh, Prabhakar Kandukuri and Mohd Amir, OCL Based Approach for Sustainable ML Model Development, E3S Web Conf., 430 (2023) 01072, DOI: https://doi.org/10.1051/e3sconf/202343001072.
Sravani C., Pavani P., Vybhavi G.Y., G. Ramesh, Ali Farman and Venkareswara Reddy L., Decoding the Human Genome: Machine Learning Techniques for DNA Sequencing Analysis, E3S Web Conf., 430 (2023) 01067, DOI: https://doi.org/10.1051/e3sconf/202343001067.
Venkateswarlu Gundu, Kranthi Kumar Singamaneni, Ramesh G., Prabhakar Kandukuri, Deepti Sharma and Madhavi Karanam, Intelligent Agribusiness System-An Echo Friendly IOT based Approach, E3S Web Conf., 430 (2023) 01069, DOI: https://doi.org/10.1051/e3sconf/202343001069.
Ramesh Gajula, G.H.S. Sathwik Rudraraju, Pavan Teja Suppala, K.N.D.V. Surya Raghav, Babita Rani Randwal and J. Praveen, Autonomous Driving: Enhancing Mileage, Road Safety with AI, E3S Web Conf., 430 (2023) 01060, DOI: https://doi.org/10.1051/e3sconf/202343001060.
V. Tejaswini Priyanka, Y. Reshma Reddy, D. Vajja, G. Ramesh and S. Gomathy (2023). A Novel Emotion based Music Recommendation System using CNN. 2023 7th International Conference on Intelligent Computing and Control Systems (ICICCS), Madurai, India, 592-596, doi: 10.1109/ICICCS56967.2023.10142330.
Ramesh, G., Reddy, K.S.S., Ramu, G., Reddy, Y.C.A.P., Somasekar, J. (2023). An Empirical Study on Discovering Software Bugs Using Machine Learning Techniques. In: Buyya, R., Hernandez, S.M., Kovvur, R.M.R., Sarma, T.H. (eds) Computational Intelligence and Data Analytics. Lecture Notes on Data Engineering and Communications Technologies, vol 142. Springer, Singapore. https://doi.org/10.1007/978-981-19-3391-2_14.
E. Poornima, Srinivasulu Sirisala, P. Dileep Kumar Reddy, & G. Ramesh. (2022). A Generic Framework for Sharing Data Using Attribute Based Cryptography in Hybrid Cloud. International Journal of Intelligent Systems and Applications in Engineering, 10(4), 634–640.
Somasekar, J Ramesh, G “Beneficial Image Preprocessing by Contrast Enhancement Technique for SEM Images”, IJEMS Vol.29(6) [December 2022], NIScPR-CSIR,India. https://doi.org/10.56042/ijems.v29i6.70292 (SCI)
G. Ramesh, Avinash Sharma, D. V. Lalitha Parameswari, Ch. Mallikarjuna Rao & J. Somasekar (2022) Blockchain in healthcare : Moving towards a methodological framework for protecting Biomedical Databases, Journal of Discrete Mathematical Sciences and Cryptography, 25:4, 891-901, DOI: 10.1080/09720529.2022.2068598. (ESCI & Sopus) Taylor & Francis
Reddy, N.M., Ramesh, G., Kasturi, S.B. et al. Secure data storage and retrieval system using hybridization of orthogonal knowledge swarm optimization and oblique cryptography algorithm in cloud. Appl Nanosci 13, 2449–2461 (2023). https://doi.org/10.1007/s13204-021-02174-y. (SCIE) Springer
G. Ramesh & J. Praveen, “Artificial Intelligence (AI) Framework for Multi-Modal Learning and Decision Making towards Autonomous and Electric Vehicles”, 3rd International Conference on Design and Manufacturing Aspects for Sustainable Energy (ICMED 2020), Volume 309, September, 2021. (Web of Science) (Scopus)
Madala Kranthi, Velagapudi Sreenivas, K. Prabhakar, G. Ramesh “A Novel Approach of Smart Water Flow Meter using IOT”, 3rd International Conference on Design and Manufacturing Aspects for Sustainable Energy (ICMED 2020), Volume 309, September, 2021. (Web of Science) (Scopus)
Ramesh G. (2021) Application and Analysis of Phishing Website Detection in Machine Learning and Neural Networks. In: Luhach A.K., Jat D.S., Bin Ghazali K.H., Gao XZ., Lingras P. (eds) Advanced Informatics for Computing Research. ICAICR 2020. Communications in Computer and Information Science, vol 1394. Springer, Singapore. https://doi.org/10.1007/978-981-16-3653-0_23. (Scopus)
Gajula Ramesh, Anusha Anugu, Karanam Madhavi, P. Surekha, Automated Identification and Classification of Blur Images, Duplicate Images Using Open CV. In: Luhach A.K., Jat D.S., Bin Ghazali K.H., Gao XZ., Lingras P. (eds) Advanced Informatics for Computing Research. ICAICR 2020. Communications in Computer and Information Science, vol 1393. Springer, Singapore, (2020). https://doi.org/10.1007/978-981-16-3660-8_52 . (Scopus)
G. Ramesh. et al. Mining images of high spatial resolution in agricultural environments. Appl Nanosci (2021). https://doi.org/10.1007/s13204-021-01969-3. (Springer) (SCI) Springer
G. Ramesh. et al. , (2021) Improving the Estimation Accuracy of Data Traffic using Data Mining Spatial Autoregressive Benchmark Model, Turkish Journal of Physiotherapy and Rehabilitation; 32(2), 2488-99. (Scopus, ESCI)
Krishna Chythanya, N., Madhavi, K., Ramesh, G. (2021). A Machine Learning Enabled IoT Device to Combat Elephant Mortality on Railway Tracks. In: Raj, J.S., Iliyasu, A.M., Bestak, R., Baig, Z.A. (eds) Innovative Data Communication Technologies and Application. Lecture Notes on Data Engineering and Communications Technologies, vol 59. Springer, Singapore. https://doi.org/10.1007/978-981-15-9651-3_44.
Dhanke Jyoti Atul, R. Kamalraj, G. Ramesh, K. Sakthidasan Sankaran, Sudhir Sharma, Syed Khasim, A machine learning based IoT for providing an intrusion detection system for security, Microprocessors and Microsystems, Volume 82, 2021, 103741, ISSN 0141-9331, https://doi.org/10.1016/j.micpro.2020.103741.
G. Ramesh, (2020) Machine Learning and Image Analysis Applications in the Fight against COVID-19 Pandemic: Datasets, Research Directions, Challenges and Opportunities, Materials Today: Proceedings, September, 2020. (Elsevier)
Dr. G. Ramesh (2020). Border Detection of Malaria Infected Cells in Microscopic Images for Diagnosis: A Computer Vision Approach, Journal of Computational and Theoretical Nano Science, September, 2020. (Scopus)
G. Ramesh, (2020) "A Survey on NLP based Text Summarization for Summarizing Product Reviews," 2020 Second International Conference on Inventive Research in Computing Applications (ICIRCA), Coimbatore, India, 2020, pp. 352-356, doi: 10.1109/ICIRCA48905.2020.9183355. (IEEE) (Scopus)
Dr. G. Ramesh (2020). A Survey on Hybrid Machine Translation, 2nd International Conference on Design and Manufacturing Aspects for Sustainable Energy (ICMED 2020), , Volume 184, August, 2020. (Web of Science) (Scopus)
Dr. Gajula Ramesh, Dr. D. William Albert, Dr. Gandikota Ramu. (2020). Detection of Plant Diseases by analyzing the Texture of Leaf using ANN Classifier. International Journal of Advanced Science and Technology, 29(8s), 1656 - 1664.
Thirupathi, Nallella & Madhavi, K. & Ramesh, G. & Priya, K.. (2020). Data Storage in Cloud Using Key-Policy Attribute-Based Temporary Keyword Search Scheme (KP-ABTKS). 10.1007/978-3-030-33846-6_67.
J. Somasekar, G. Ramesh, Gandikota Ramu, P. Dileep Kumar Reddy, B. Eswara Reddy, Ching-Hao Lai (2019) A dataset for Automatic Contrast Enhancement of Microscopic Malaria Infected Blood RGB Images”, Data in brief 27 (2019) 104643. https://doi.org/10.1016/j.dib.2019.104643. December, 2019. (ESCI, Pubmed & Scopus, Elsevier)
Dr. Gajula Ramesh, Dr.J.Somasekar, Dr. Karanam Madhavi, Dr. Gandikota Ramu, Best keyword set recommendations for building service-based systems International Journal of Scientific and Technology Research, volume 8, issue 10, October, 2019. (Scopus)
Ramesh, G and Dr. K. Madhavi (2019). Summarizing Product Reviews using NLP based Text Summarization”, International Journal of Scientific & Technology Research, volume 8, issue 10, October, 2019. (Scopus)
6. A.DivyaRani, G. Ramesh, K. Madhavi, An Efficient and Effective Framework to Track, Monitor, and Orchestrate Resource Usage in an Infrastructure as a Service, International Journal of Recent Technology and Engineering (IJRTE) ISSN: 2277-3878, Volume-8 Issue-3, September 2019. DOI:10.35940/ijrte.C5690.098319. (Scopus)
Kumar, S.K., Reddy, P.D.K., Ramesh, G., Maddumala, V.R. (2019). Image transformation technique using steganography methods using LWT technique. Traitement du Signal, Vol. 36, No. 3, pp. 233-237. https://doi.org/10.18280/ts.360305. (SCIE, Web of Science, Scopus).
G. Ramesh “Feature Selection Based Supervised Learning Method for Network Intrusion Detection”, Iternational Journal of Recent Technology and Engineering (IJRTE), ISSN: 2277-3878, Volume-8, Issue-1, May 2019.
G. Ramesh ”Load effectiveness on coverage-technique for test case prioritization in regression testing”, International Journal of Innovative Technology and Exploring Engineering (IJITEE) ISSN: 2278-3075, Volume-8 Issue-7 May, 2019.
G. Ramesh “Code-Smells Identification by using PSO Approach” International Journal of Recent Technology and Engineering (IJRTE) ISSN: 2277-3878, Volume-7 Issue-4, November 2018
G. Ramesh, “XRTSDIC: Model Transformation from PIM to PSM”, International Journal of Engineering and Technology (UAE), Vol 7 No. 1.8, pp. 92-98, 2018.
G. Ramesh et al, “Improving the Performance of Database Applications by using Black Box Regression Testing”, International Journal of Scientific Research in Computer Science, Engineering and Information Technology, Vol. 2 Issue 5 pp. 158-162, 2017, ISSN : 2456-3307.
G. Ramesh et al, “Improving Performance of HNN by using Parallel Programming Method”, IJARSE: International Journal of Advance Research in Science and Engineering, Vol. 6 Issue No. 10, pp. 1259-1263, 2017, ISSN: 2319-8354.
G. Ramesh et al, “Metrics for Consistency Checking in Object Oriented Model Transformations”, Computer Modelling & New Technologies 2017 21(2) 29-36. ISSN 1407-5806, ISSN 1407-5814.
G. Ramesh, et.al., “Strengthening the Proof of Retrievability with Secure Public Auditing in Cloud Computing”, International Journal of Engineering Research in Computer Science and Engineering (IJERCSE) Vol 3, Issue 10, October 2016. DOI: 01.1617/vol3iss10pid481. (Thomson Reuters) IP-4.890.
G. Ramesh et al, “Recommending Move Method Refactoring using Type Constraints”, International Journal of Advanced Research in Computer Engineering & Technology (IJARCET), Volume 5, Issue 12, December 2016.
G. Ramesh et al, “Test Case Generation for Software Quality Assurance by Using PrT Nets”, International Journal of Engineering and Computer Science ISSN: 2319-7242 Volume 5 Issue 12 Dec. 2016.
G. Ramesh, et.al., “Automation of Test Knowledge Reconfiguration for Web Services”, South Asian Journal of Engineering and Technology Vol.2, No.28, 2016.
G. Ramesh, et.al., “Ensemble Pruning of Internet Traffic Classifiers for Security Applications”, South Asian Journal of Engineering and Technology Vol.2, No.28 , 2016.
G. Ramesh, et.al., “Detection of Code-Smells by using Particle Swarm Optimization Technique”, South Asian Journal of Engineering and Technology Vol.2, No.28, 2016.
G. Ramesh et al, “A Model Driven Framework for Automatic Detection and Tracking Inconsistencies," Journal of Software vol. 11, no. 6, pp. 538-553, June, 2016.
G. Ramesh et al, “Extensible Real Time Software Design Inconsistency Checker: A Model Driven Approach”, Proceedings of the International Multi Conference of Engineers and Computer Scientists 2016 Vol I, IMECS 2016, March 16 - 18, 2016, Hong Kong.
G. Ramesh et al, “Usability through Design and its Impact on Reusability”, International Journal of Advanced Research in Computer Science, Jul/Aug2015, Vol. 6 Issue 6, p80-84.
G. Ramesh et al, “MARTE Genetic Algorithm for Uncovering Scenarios Leading to Static and Dynamic Data Races in Concurrent Systems”, International Journal of Advanced Research in Computer Science and Software Engineering, Volume 4, Issue 4, April 2014, ISSN: 2277 128X.
G. Ramesh et al, “MARTE Genetic Algorithm for Uncovering Scenarios Leading to Data Races in Concurrent Systems”, International Journal of Information and Computation Technology, Volume 3, Number 3 pp. 201-210, 2013, ISSN 0974-2239.
G. Ramesh et al, “Dynamic Component Safety Analysis: A Regression Based Code Coverage Approach”, International Journal of Electronics Communication and Computer Engineering, Volume 4, Issue (6) , 2013, ISSN 2249–071X.
G. Ramesh et al, “Detecting Unsafe Component Loadings using Static Techniques”, International Journal of Information and Computation Technology, ISSN 0974-2239 Volume 3, Number 10, pp. 1009-1014, 2013.
G. Ramesh et al, “Failure Detection Algorithm for Testing Dynamic Web Applications”, International Journal of Internet Computing (IJIC), ISSN No: 2231 – 6965, Volume-1, Issue-2, pp. 42-46, 2011.
National Journal:
G. Ramesh et al, “An Extended Model Driven Framework for End-to-End Consistent Model Transformation”, Indian Journal of Computer Science and Engineering (IJCSE), Vol. 7 No. 4, pp. 118-132, Aug-Sep 2016.
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National Conference:
G. Ramesh et al, “XRTSDIC: Towards a Flexible and Scalable Framework for Detecting and Tracking Software Design Inconsistencies”, Proceedings of the first A.P. Science Congress, 21-23 January, 2016.
Memberships
Life Member of International Association of Engineers (IAENG) with member number # 175266.
Professional Work
Seminars/ Workshops/ FDPs
Attended One Week FDP on Faculty Induction Program-2019”, organized by GRIET, Hyderabad from 24th June to 29th June 2019.
Attended one month training program on “FDP 201x on Pedagogy for Online and Blended Teaching Learning Process”, organized by GRIET, Hyderabad in Association with IIT Bombay from 30th October to 13th December 2018.
Attended one month training program on “FDP101x Foundation Program in ICT for Education”, organized by GRIET, Hyderabad in Association with IIT Bombay from 17th September to 21st October 2018.
Attended two days training programme on “ Bharath Operating System Solutions (BOSS) – Minimalistic Object Oriented Linux (MOOL)”, organized by JNTUA in collaboration with CDAC, Channai, IITM, Chennai, CSI, Chennai from 16th to 17th October 2014.
Attended Two Day workshop on titled “IBM DB2 ACADEMIC ASSOCIATE” Organized by JNTUA collaboration with IBM Hyderabad, 19th and 20th December 2014.
Attended a two days Faculty Development Programme on “ Programming in C & Data Structures”, organized by Department of CSE, JNTUACEA from 25th to 26th March 2015.
Participated in International Conference on Advanced Computing Methodologies (ICACM) organized by Department of Information Technology, GRIET, Hyderabad from 2nd to 3rd August 2013.
Attended, A Two Day National Seminar on “Recent trends in Networking and Security” organized by Department of CSE, JNTUA College of Engineering, Anantapur during the period 15th to 16th November 2013.
Attended one Day Workshop on “Emerging Research Trends in Software Engineering”, organized by Scholl of Computing and Engineering, VIT, Chennai on 12th April, 2013.
Attended one Day Workshop on “Service Oriented Architecture & Cloud Computing”, organized by JNT University Ananthapuramu in collaboration with TCS Hyderabad on 26th July 2011.
Attended one day National Workshop on “Market-Oriented Cloud Computing and the Aneka Platform”, organized by Department of CSE, JNTUACEA from 27th December 2011.
Attended one day National Workshop on “Association for Software Systems: Practice, Research and Engineering (ASPIRE’10)”, organized by JNTUA CEA from 22nd to 23rd December 2010.
