Journals:

1. Reddy, Sana Pavan Kumar, Jonnadula Harikiran, and Bolem Sai Chandana. “Deep CNN Based Multi Object Detection And Tracking In Video Frames With Mean Distributed Feature Set.” Procedia Computer Science 235 (2024): 723-734.
2. S. Pavan Kumar Reddy and J. Harikiran,”Cast Shadow Angle Detection in Morphological Aerial Images using Faster R-CNN,” Treatment du Signal, Vol. 39, No. 4, pp. 1313-1321. https://doi.org/10.18280/ts.390424. (SCIE and Scopus indexed).
3. S. Pavan Kumar Reddy and Gokul Nath Kandasamy, “Cusp Pixel Labelling Model for Objects Outline Using R-CNN,” in IEEE Access, vol. 10, pp. 8883-8890, 2022, (doi: 10.1109/ACCESS.2021.3139896) (SCIE and Scopus indexed).
4. S. Pavan Kumar Reddy, V Manikyala Rao” A Survey on Deep Learning For Hand Written Recognition by Digit & Character”, an International Journal of Creative Research Thoughts (IJCRT)  ISSN: 2320-2882, Volume-8, Issue- 6, JUNE  2020
5. S. Pavan Kumar Reddy ” An Experimental Research on Outsourced Data Science for File Seeking”, an International Journal of Innovative Technology and Exploring Engineering (IJITEE)  ISSN: 2278-3075, Volume-8, Issue- 6S4, April 2019
6. S. Pavan Kumar Reddy” An Experimental Detail Analysis of Cloud Computing For Security & Privacy Issues”, an International Journal of Advanced Science and Technology (IJAST) ISSN:2005-4238E-ISSN:2207-6360 Vol-127-June-2019
7. S. Pavan Kumar Reddy” Investigation Outcomes of IR Protocol Using Data Mining In Cloud”, an International Journal of Research in Advent Technology, Special Issue, NCRCEST 2019  E-ISSN: 2321-9637
8. S. Pavan Kumar Reddy” Cloude: Data Mining Algorithm on Massive Datasets Through Hadoop”, an International Journal of Advanced in Management, Technology and Engineering Sciences Volume 8, Issue III, MARCH/2018 with ISSN NO : 2249-7455”
9. S. Pavan Kumar Reddy, G.Sireesha and  U.Seshadri ” The Security Issues of Cloud Computing Over Normal & IT Sector”, an International Journal of Advanced Research in Computer Science and Software Engineering (IJARCSSE)
10. S. Pavan Kumar Reddy,M. D. Sirajul Huque, C.Surekha,Vidhisha Yadav ” The Common    Difference Between MIMO With Other Antennas”, CSCV01I1, August 2012 (https://doi.org/10.48550/arXiv.1207.0665)
11. S. Pavan Kumar Reddy, Y. Ganesh Kumar Reddy, K. Chandra Mouli, U. Seshadri“Underwater Efficient Energy Communication in Wireless Sensor Networks”, (https://doi.org/10.48550/arXiv.1211.1451)
12. S. Pavan Kumar Reddy, U Seshadri ” A Bootstrap Aggregating Technique on Link-Based Cluster Ensemble Approach for Categorical Data Clustering”, an International Journal of Computers & Technology,Vol 10, No 8 (https://doi.org/10.24297/ijct.v10i8.1468)

Conferences:

1. Nagavelli, Mrs Umarani, Niladri Sekhar Dey, and S. Pavan Kumar Reddy. “Energy-Efficiency Optimization in IoT Networks: Algorithms, Techniques, and Case Studies.” AIDE-2023 and PCES-2023 (2023): 414.
2. 2.Mounika, M., Reddy, S. P. K., Abhinaya, A., & Akshay, G. (2024, June). Quantum Machine Learning: Bridging the Gap Between Theory and Practice. In International Conference on Intelligent Computing and Big Data Analytics (pp. 89-105). Cham: Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-74682-6_7
3. Reddy, Sana Pavan Kumar, et al. “Quantum-Inspired Machine Learning Models for Cyber Threat Intelligence.” International Conference on Intelligent Computing and Big Data Analytics. Cham: Springer Nature Switzerland, 2024. https://link.springer.com/chapter/10.1007/978-3-031-74682-6_8
4. sana pavan kumar reddy “Combining the AIML Model with Acoustic Signal to Evaluate the Bowel Sound” in 2nd   IEEE International Conference on Computational and Characterization Techniques in Engineering and Sciences (CCTES-24) organized by Department of Electrical Engineering and Department of Electronics & Communication Engineering held on 15-16, November 2024.(waiting index).
5. Dr S.Pavan Kumar Reddy,Jakkula Suryateja,K.Shriya BushanAllapu ManaswiniB.Venkata Pavan Sai “CG-FER : A Hybrid CNN and GAN based Facial Expression Recognition”,International Conference on Automation, Computing and Renewable Systems [ICACRS 2024].
6. Dr sana pavan kumar Reddy, Mrs.M.Mounika,J. Harikiran and B. Sai Chandana “Design of An  Improved Model for Pothole Detection Using Multiple Scale CNNs and Deep Neural Decision Forest Ensemble Process” , International Conference on Signal Processing, Communication, Power and Embedded Systems 19th – 21st December 2024 [SCOPES-2024].
7. Dr S Pavan Kumar Reddy,Mrs.Umarani Nagavelli,Yelagori Sai Kiran,Chaitanya Sai Kondoju,Sathvika Bushmoni “Deep Learning for Zero-Day Threat Detection and Mitigation” ,International Conference on IoT Based Control Networks and Intelligent Systems [ICICNIS 2024].
8. Dr sana pavan kumar Reddy,Mrs.M.Mounika,Mrs.Umarani Nagavelli “Edge Computing and Federated Learning: Enhancing Privacy and Efficiency in Cloud-Based Machine Learning Systems” [INCIP-2024].
9. N. S. Dey, S. P. K. Reddy and L. G, “Serverless Computing: Architectural Paradigms, Challenges, and Future Directions in Cloud Technology,” 2023 7th International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC), Kirtipur, Nepal, 2023, pp. 406-414, doi: 10.1109/I-SMAC58438.2023.10290253.
10. S.Pavan Kumar Reddy, J.Harikiran “Deep CNN Based Multi Object Detection and Tracking In Video Frames With Mean Distributed Feature Set”. 2nd International conference on Machine Learning and Data Engineering (ICMLDE 2023).
11. J. Harikiran, S. P. Kumar Reddy and B. S. Chandana, “Detection of Monkeypox Using Modified ResNet50,” 2023 5th International Conference on Inventive Research in Computing Applications (ICIRCA), Coimbatore, India, 2023, pp. 317-322, doi: 10.1109/ICIRCA57980.2023.10220681.
12. S. P. Kumar Reddy, J. Harikiran and B. S. Chandana, “Multi Object Detection and Shadow Identification in Images: State-of-Art,” 2022 4th International Conference on Inventive Research in Computing Applications (ICIRCA), Coimbatore, India, 2022, pp. 1640-1650, doi: 10.1109/ICIRCA54612.2022.9985653.
13. S. Pavan Kumar Reddy” Data Summarization Based on Multiple Attributes in Unreliable Categorical Data”, an International Conference on Computing Communication And Electrical Technologies (DOI:10.35940/ijrte.B1282.0982S1119) held on Aug 29-30^th 2019.
14. S. Pavan Kumar Reddy “CLOUDE: Huge Datasets Using HADOOP over Data mining”, an national conference on Innovations In Computation Communication and Cybernetics (I3C 2018) on Feb 2018 in BITCON-2018 Drug.
15. S. Pavan Kumar Reddy “Crime Analytics and Prediction “, an international conference on Systemic, Cybernetics and Informatics (ICISI-2017), held on Mar 2017.
16. Pavan Kumar Reddy & B. Veera Sekhar Reddy “A Study on Cloud Computing Environment” in international conference on Research Advancements in Engineering, Science and Information Technology (ICRAESIT-2015), December 2015 with ISBN: 978-93-85100-56-7, Page Nos: 292-295