Faculty

Research Interests

• Core Research Domains: Data Mining, Image Processing, Cloud Computing.
• Research Focus: Data Science, Artificial Intelligence & Machine Learning

PUBLICATIONS:

• Towards  Sustainable Oceans:  Deep Learning for Plastic  Detection in Subaquatic Environment, Hemanth A.M.;Sudheer K.;Sudhakar Reddy N.;Penagaluru S.;Dhakkshayani J.;Khriss A. Conference Proceedings 2025 4th International Conference on Advances in Computing Communication Embedded and  Secure Systems Access 2025 , Vol. (2025) , pp. 36-41
• Voice Assistance Based Medical Pills Identification Using  Deep Learning method: Dr N Sudhakar Reddy, M Keerthi. Journal of Emerging Technologies and  Innovative Research(JETIR) , Vol. Volume 12 (2025) , pp. 349
• EXB_RNN:  A Hybrid Ensemble Approach for Enhanced Aspect-Based Sentiment Analysis Devadi Ganesh, P. V. Venkateswara Rao, N. Sudhakar Reddy, Sampathirao Suneetha, Prasanna Kumar Lakineni & Sampathirao Yoganandh, Computational Intelligence in Pattern Recognition (CIPR 2024) , Vol. 1 (2025) , pp. pp 409–424

DATA STRUCTURES

• Mr. Devendra Ratilal Nayee, Mr. Hitarth Dharmendrakumar Patel, Mrs. Ladali Ankit Brahmbhatt, Mr. Divyang Pankajbhai Raval, Data Structures , Vol. (2025) , pp. 630
• Modelling and Fabrication of Security Gadget for Tirumala: Chandrasekhar C.;Reddy N.S., Smart Innovation Systems and  Technologies , Vol. 379 (2024) , pp. 101-115
• A mechanism to detecting flooding attacks in quantum enabled cloud-based lowpower and lossy networks: Ankam S.;Reddy N.S., Theoretical Computer Science , Vol. 941 (2023) , pp. 29-38
• Optimizing Scalability and Availability of Cloud Based Software Services Using Modified, Scale Rate Limiting  Algorithm, Padma Latha V.L.;Sudhakar Reddy N.;Suresh Babu A., Theoretical Computer Science , Vol. 943 (2023) , pp. 230-240
• Brain Tumor Detection By Using  Fine-Tuned  Transfer  Deep Learning Model, Dr. N. Sudhakar Reddy, Journal of Chemical Health  Risks  , Vol. 13 (2023) , pp.
• Enhancing Brain Tumor Detection And Classification Using  A Robust Hybrid Deep Transfer  Learning Approach Based  On MRI Data, Dr. N. Sudhakar Reddy. Journal of Data Acquisition and  Processing , Vol. 38 (2023) , pp.
•  A Deep Learning Approach For Detection And Classification Of Brain Tumours  From MRI Images, Dr. N. Sudhakar Reddy, Journal of Data Acquisition and  Processing , Vol. 28 (2023) , pp.
• Enhancing Brain Tumor Classification: Leveraging Pre-Trained CNN Models For Efficient, MRI Image Analysis, Dr. N. Sudhakar Reddy. International Neurourology Journal , Vol. 27 (2023) , pp.
• A multi-preference integrated algorithm (MPIA) for the deep learning-based recommender framework (DLRF), Maditham V.;Reddy N.S.;Kasa M. International Journal of Intelligent Computing and  Cybernetics , Vol. 15 (2022) , pp. 625-641
• A mechanism to detecting flooding attacks in quantum enabled cloud-based low power and lossy networks, Dr. N. Sudhakar Reddy. Theoretical Computer Science , Vol. 941 (2022) , pp.
• Optimizing scalability and Availability of Cloud based  Software Services Using  Modified, Scale Rate Limiting  Algorithm, Dr. N. Sudhakar Reddy. Theoretical Computer Science , Vol. (2022) , pp. 943
• Elliptic Curve Cryptography Algorithm To Mitigate Security Concerns Of Big Data Storage. In Multi-Cloud Environment, Dr. N. Sudhakar Reddy. Journal of Tianjin University Science and  Technology , Vol. (2022) , pp.
• A multi-preference integrated algorithm (MPIA) for the deep learning-based recommender framework (DLRF), Dr. N. Sudhakar Reddy. International Journal of Intelligent Computing and  Cybernetics (Emeralds) , Vol. 15 (2022) , pp.
• Resultant Vector Similarity Model (RVSIM) Based Collaborative Filtering  For A Competent, Recommendation, Dr. N. Sudhakar Reddy. Journal of Tianjin University Science and  Technology) , Vol. (2022) , pp.
• Concrete Structural Balance Recommendation Approach Using Dynamic  Multi-Preference for TOP-N Recommendation, Dr. N. Sudhakar Reddy, Webology , Vol. (2022) , pp.
• SessionRNNRec: a deep learning based framework for modelling user sessions to generate accurate  recommendations, Dr. N. Sudhakar Reddy. International Journal of System Assurance Engineering and  Management (Springer) , Vol. (2021) , pp.
• Enhancing Performance of Multi-Cloud Storage Environment Using Modified Erasure, Coding  Technique,, Dr. N. Sudhakar Reddy. Webology , Vol. (2021) , pp
• Optimization of Data Placement using Principal Component Analysis based  Pareto- optimal  method for Multi-Cloud Storage Environment, Dr. N. Sudhakar Reddy. International journal of Computer Science and  Network Society , Vol. 21 (2021) , pp.
• A deep learning based framework for modelling user sessions to generate accurate  recommendations, Vikram M.;Reddy N.S.;Madhavi K. International Journal of Systems Assurance Engineering and  Management , Vol. (2021) , pp
• Cryptographic techniques based on quantum computing for securing cloud, Ankam S.;Sudhakar Reddy N. Journal of Advanced Research in Dynamical and  Control Systems , Vol. 12 (2020) , pp. 1-8
• Data entities & its privacy with big data techniques in e-health systems, Ali Khan  P.M.D.;Sudhakar Reddy N.;Manoj Kumar K. International Journal of Engineering and  Advanced Technology , Vol. 9 (2019) , pp. 232-235
• Problem Solving & Programming in ‘C’, Dr. S. Vasundra, Dr. N. Sudhakar Reddy, Dr.V. Venkata Ramana. Problem Solving & Programming in ‘C’ , Vol. (2019) , pp
• Signal Estimation & Reproduction in Frequency Domain Using  Tunable Q-Factor Wavelet, Transform,Dr. N. Sudhakar Reddy. International Conference on Emerging Trends  in Science & Technologies for Engineering Systems , Vol. (2019) , pp.
• A Novel Mechanism Based on Gabor convolution Network, Dr. N. Sudhakar Reddy. International Conference on Intelligent Computing and  Communication Technologies(ICICCT-2019) , Vol. (2019) , pp.
• Genuine ratings for mobile apps with the support of authenticated users’  reviews, Manoj  K.;Sandeep T.S.;Sudhakar Reddy N.;Alikhan P.M.D. Proceedings of the 2nd International Conference on Green Computing and  Internet of Things Icgciot 2018 , Vol. (2018) , pp. 217-221
• Synthesizing and Imitating Handwriting Using Deep Recurrent Neural Networks and Mixture  Density Networks, Kumar K.M.;Kandala H.;Reddy N.S. 2018 9th International Conference on Computing Communication and  Networking Technologies Icccnt 2018, Vol. (2018) , pp.
• Big Data Ensure Homologous Patient Enduring Therapy Time Forecast Algorithm by Healing Facility Echelon Recommendation, Sandeep T.S.;Manoj K.;Sudhakar Reddy N.;Raja Kumar R. Proceedings of the 2nd International Conference on Green Computing and  Internet of Things Icgciot 2018 , Vol. (2018) , pp. 320-325
• A Novel hybrid Quantum Protocol to enhance secured  dual party Computation over Cloud Networks, Sudhakar Reddy N.;Padmalatha V.L.;Sujith A.V.L.N. Proceedings of the 8th International Advance Computing Conference Iacc  2018 , Vol. (2018) , pp. 142-149
• A Novel Hybrid Quantum Protocol To Enhance Secured  Dual Party Computation Over Cloud Networks, Dr. N. Sudhakar Reddy. International Advance Computing Conference(IACC 2018) , Vol. (2018) , pp.
• Efficient Techniques to monitor high dimensional data in various distributed computing paradigms:A SLR, Dr. N. Sudhakar Reddy. international conference on New Trends  in Engineering & Technology (ICNTET) , Vol. (2018) , pp.
• A Survey on Traditional and Earlier Job Scheduling in Cloud Enviroment, Dr. N. Sudhakar Reddy. International Conference on Artificial Intelligent & Cognitive Computing , Vol. (2018) , pp.
• Enhancing Traffic Control System based  on Moving Object through ITCS Method, Dr. N. Sudhakar Reddy. National Consultation on the Role of Science and  Technology in National Development , Vol. (2017) , pp.
• Continuous Automatic Speech Recognition System Using Map-Reduce Framework, Dr. N. Sudhakar Reddy. IEEE International Advance Computing Conference , Vol. (2017) , pp.
• Continuous Automatic Speech Recognition System Using MapReduce Framework, Vikram M.;Sudhakar Reddy N.;Madhavi K. Proceedings 7th IEEE International Advanced Computing Conference Iacc  2017 , Vol. (2017) , pp. 80-83
• Enhancement of back propagation using Big Data Analytics in smart Hospital Initiatives, Dr. N. Sudhakar Reddy. International Conference on Computational, Mathematical and  Biological Modeling , Vol. (2016) , pp.
• A framework for traffic control system based on Moving Objects by using  Spatial Datamining, Dr. N. Sudhakar Reddy. International Conference on Internet of Things and  Applications for Smart City , Vol. (2016) , pp.
• A Novel Algorithm to improve Performance in MapReduce Environment using Join operations, Dr. N. Sudhakar Reddy. IEEE International Conference on Information Communication & Embedded Systems , Vol. (2016) , pp.
• Secure Video Monitoring System Using Haze Removal, Dr. N. Sudhakar Reddy. International Journal of Innovative Research in Computer and  Communication Engineering (IJIRCCE) , Vol. 4 (2016) , pp.
• A Pragmatic Approach in Lossless Data Hiding for JPEG Images, Dr. N. Sudhakar Reddy. International Journal of Engineering Trends  and  Technology (IJETT) , Vol. 7 (2014) , pp.
• Object Tracking Based on Edge  Detection, Dr. N. Sudhakar Reddy. Global Journal Engineering and  Applied Sciences (GJEA) , Vol. 1 (2014) , pp. 13-15
• An Enhanced Assignment Algorithm For Load Awareness In Wireless Mesh Networks, Dr. N. Sudhakar Reddy. International Journal of Societal Applications of Computer Science (IJSACS) , Vol. 2 (2014) , pp.
• Distinguish Sybil Harass in Metropolitan Vehicular Networks, Dr. N. Sudhakar Reddy. International Journal of Advanced Research in Computer Engineering & Technology (IJARCET) , Vol. 2 (2014), pp.
• Resolving Issues of Map Reduce and Indexing in Big data using  Hadoop, Dr. N. Sudhakar Reddy. Journal of Computer Science and  Technology , Vol. 4 (2014) , pp.
• Multiple Channel Assignment Method for Traffic Awareness in Wireless Networks, Dr. N. Sudhakar Reddy. National Conference on Advances in Computational Intelligence and  Computer Engineering , Vol. (2013) , pp.
• Survey on item based collaborative filtering  algorithm for data processing and mining  of patterns in mobile commerce, Dr. N. Sudhakar Reddy. International Journal of Computer Science and  Management Research , Vol. 2 (2013) , pp. 3148 – 3150
• Efficient Clustering Method for Large Data, Dr. N. Sudhakar Reddy. International Journal of Advanced Research in Computer Science and  Software Engineering (IJARCSSE) , Vol. (2012) , pp.
• Clustering of Concept  Drift Categorical Data using  Our-NIR  Method, Dr. N. Sudhakar Reddy.International Journal of Computer Science and  Electrical Engineering (IJCEE) , Vol. 3 (2011) , pp. 784-788
• Finding  Relationships between the Our-NIR  Cluster  Results, Dr. N. Sudhakar Reddy. International Journal of Computer Science and  Security (IJCSS)  , Vol. 5 (2011) , pp. 387-393
• A Threshold for clustering Concept  – Drifting Categorical Data, Dr. N. Sudhakar Reddy. IEEE , Vol. 3 (2011) , pp.
• Finding  Relationship between the POur-NIR Cluster  Results, Dr. N. Sudhakar Reddy. International Journal of Computer Science and  Network Security (IJCSNS) , Vol. 11 (2011) , pp. 232-236
• Clustering of Concept  Drift Categorical Data using  POur-NIR Method, Dr. N. Sudhakar Reddy.International Journal of Computer Science and  Information Security (IJCSIS)  , Vol. 9 (2011) , pp. 109-115
• TMCM: Two-Step Method for Clustering Mixed Numeric and Categorical Data, Dr. N. Sudhakar Reddy. Proceedings of International Conference on Advances in Mathematics & Computational Methods , Vol. 11 (2011) , pp.
• POur-NIR: Modified Node Importance Representative for Clustering of Categorical Data, Dr. N. Sudhakar Reddy, Dr. K.V.N  Sunitha et al. International Journal of Computer Science and  Information Security (IJCSIS)  , Vol. (2011) , pp.
• A Threshold for clustering Concept  – Drifting Categorical Data, Dr. N. Sudhakar Reddy. ELSEVIER , Vol. (2011) , pp.

HONOURS AND AWARDS

• Outstanding Educational Leader 2024 2024. Awarded by: Indianpreneur Magazine – EDex Awards 2024
• Best Social Responsibility Award 2023. Awarded by: QCFI, Tirupati
• National Award – Best Engineering College Principal 2022. Awarded by: ISTE
• University Principal Award 2022. Awarded by: JNTUA
• Emerging Leader award 2019. Awarded by: Venus International Foundation, Chennai
• Dr.A.P.J.Abdul Kalam Award 2018. Awarded by: Prajanesthan Foundation
• Best Engineering College Principal for the states of AP and TS 2017. Awarded by: ISTE

PROFESSIONAL MEMBERSHIPS

• IETE 2017
• Fellow
• IE 2015
• Fellow
• ACM 2014
• Professional Member
• ISTE 2013
• Life Member
• IEEE 2010
• Sr.Member

 PATENTS

• Soil Analysis using deep Learning.
  Inventor(s): G Saketh, M Poojitha, Dr PESN Krishna Prasad, Dr. D Srinivalulu Reddy, Dr. N Sudhakar Reddy, M.Vikram, Dr.B Ramasubba Reddy
  Assignee: Dr. N Sudhakar Reddy | Published: 0000-00-00
• IMCP- High Stake Examinations : Intelligent Method for Conducting High Stake Examinations using Machine Learning Platform.
  Inventor(s): PANDU J,PRABHAKAR.B, SAI SATYANARAYANA REDDY.S, PRABHAKAR RAO SAGGURTHI, PRASAD R,MURALI,SUDHA,NARAYAND.G,CH.SREENIVASARAO,CKHAKRAPANI, N.SUDHAKAR
  Assignee: IP AUSTRALIA | Published: 2021-01-07
• Intelligent Range Estimator and Crash Detector for Electric Vehicles
  Inventor(s): K Vishnuvardhan Reddy, K Hemanth Kumar, N Puneeth Kumar, Dr.K Sudheer, P Suresh, Dr.D Srinivasulu Reddy, Dr. N Sudhakar Reddy
  Assignee: Dr. N Sudhakar Reddy | Published: 2021-01-22
• AUTOMATED DEVICE FOR BRAIN TUMOUR DETECTION
  Inventor(s): Prasanna Kumar Lakineni, Dr. N. Sudhakar Reddy, Dr.A Suresh Babu
  Assignee: Dr.N.Sudhakar Reddy | Published: 2023-11-30
• Solar cum Electric Powered Electronic Notice Board
  Inventor(s): Dr. K.Lokesh Krishna, Dr. D.Srinivasulu Reddy Allabaksh Shaik, Dr. N.Sudhakar Reddy, Dr. C.Chandrasekhar
  Assignee: Dr. K.Lokesh Krishna | Published: 2023-11-17
• AI Based Balance and Posture Detecting Device
  Inventor(s): Dr N Sudhakar Reddy, Dr D Srinivasulu Reddy, Dr C Chandrasekhar, Dr E Anant Shankar, Dr K Mahesh Babu, P Srinivasulu, M Balasubba Reddy
  Assignee: Sri Venkateswara College of Engineering | Published: 0000-00-00