ICETETI-2024 | View PDF
Paper Id:ICETETI-MSM108
doi: 10.71141/30485037/ICETETI-MSM108

The Future of Automated Performance Tuning for Oracle Databases Using RPA

Grace Zhang, Karthikeyan Muthusamy

Citation:
Grace Zhang, Karthikeyan Muthusamy, "The Future of Automated Performance Tuning for Oracle Databases Using RPA" International Journal of Multidisciplinary on Science and Management, pp. 66-75, 2024.

Abstract:
As enterprises increasingly rely on Oracle databases for mission-critical applications, performance tuning has become a vital yet complex task. Traditional tuning methods demand specialized expertise and significant manual effort, leading to inefficiencies and delays in system optimization. This paper explores the integration of Robotic Process Automation (RPA) in automated performance tuning for Oracle databases, emphasizing its potential to enhance efficiency, accuracy, and adaptability. By leveraging AI-driven analytics and machine learning, RPA can identify performance bottlenecks, recommend optimizations, and execute tuning processes autonomously. The study reviews existing methodologies, examines the impact of RPA-based automation on database management, and discusses potential challenges and future research directions. The findings suggest that RPA-driven tuning solutions can significantly reduce manual workload, improve database performance, and ensure continuous optimization with minimal human intervention.

Keywords: Oracle Database, Storage Optimization, Bigfile Shrinking, Automatic Space Management, Performance Enhancement, Data Fragmentation.

References:
1. Alharkan, I., & Alhammad, M. (2021). Cloud database management and its challenges: A review on security and scalability issues. Journal of Cloud Computing: Advances, Systems and Applications, 10(3), 1-15. https://doi.org/10.1186/s13677-021-00248-9
2. Sanjay Moolchandani, "Advanced Credit Risk Assessment Using Markov Chain Monte Carlo Techniques", International Journal of Science and Research (IJSR), Volume 12 Issue 12, December 2023, pp. 2160-2163, https://www.ijsr.net/getabstract.php?paperid=SR23127095329, DOI: https://www.doi.org/10.21275/SR23127095329
3. G. Pandy, V. G. Pugazhenthi, and J. K. Chinnathambi, "Real Value of Automation in the Healthcare Industry," European Journal of Computer Science and Information Technology, vol. 12, no. 9, Nov. 2024, doi: 10.37745/ejcsit.2013/vol12n919.
4. Bhatt, M., & Kamath, R. (2020). Automating database management tasks in the cloud with RPA technologies. International Journal of Computer Applications, 175(12), 30-36. https://doi.org/10.5120/ijca202092080
5. Chintala, S. and Thiyagarajan, V., ”AI-Driven Business Intelligence: Unlocking the Future of Decision-Making,” ESP International Journal of Advancements in ComputationalTechnology, vol. 1, pp. 73-84, 2023.
6. Sudheer Amgothu, Giridhar Kankanala, 2024. Adoption of Source Control Systems in the Software Industry, ESP Journal of Engineering & Technology Advancements 4(1): 122-125.
7. Moolchandani, S. (2024). Advancing Credit Risk Management: Embracing Probabilistic Graphical Models in Banking. International Journal of Science and Research (IJSR), 13(6), 74-80. https://doi.org/10.21275/sr24530122917
8. Kaur, P., & Singh, J. (2020). Enhancing cloud security using automation and robotic process automation (RPA). International Journal of Cloud Computing and Services Science, 9(1), 45-58. https://doi.org/10.11591/ijccs.v9i1.5399
9. Chintala, Suman. (2024). Smart BI Systems: The Role of AI in Modern Business. ESP Journal of Engineering & Technology Advancements. 10.56472/25832646/JETA-V4I3P05.
10. Sudheer Amgothu, Giridhar Kankanala, "SAP Cloud Installation CLI vs GUI: Comparative Study", International Journal of Science and Research (IJSR), Volume 11 Issue 12, December 2022, pp. 1395-1395, https://www.ijsr.net/getabstract.php?paperid=SR22128121553, DOI: https://www.doi.org/10.21275/SR22128121553
11. Kumar, A., & Verma, S. (2021). Cloud database security: A comprehensive review and future directions. Procedia Computer Science, 170, 205-212. https://doi.org/10.1016/j.procs.2020.03.030
12. S. K. Suvvari and V. D. Saxena, "Stakeholder management in projects: Strategies for effective communication," Innov. Res. Thoughts, vol. 9, no. 5, pp. 188–201, 2023.
13. Pandy G., Jayaram V., Krishnappa M.S., Ingole B.S., Ganeeb K.K., and Joseph S. (2024) Advancements in Robotics Process Automation: A Novel Model with Enhanced Empirical Validation and Theoretical Insights, European Journal of Computer Science and Information Technology, 12 (5), 64-73
14. Suman, Chintala (2024) Evolving BI Architectures: Integrating Big Data for Smarter Decision-Making. American Journal of Engineering, Mechanics and Architecture, 2 (8). pp. 72-79. ISSN 2993-2637
15. S. K. Suvvari, "Managing project scope creep: Strategies for containing changes," Innov. Res. Thoughts, vol. 8, no. 4, pp. 360–371, 2022.
16. Mohammed, A., & Imran, M. (2022). Automation for cloud scalability: The role of robotic process automation in database management. Journal of Cloud Computing, 11(2), 56-72. https://doi.org/10.1109/JCCS.2022.8853837
17. G. Pandy, V. J. Pugazhenthi, and A. Murugan, "Advances in Software Testing in 2024: Experimental Insights, Frameworks, and Future Directions," International Journal of Advanced Research in Computer and Communication Engineering, vol. 13, no. 11, pp. 40–50, Nov. 2024. DOI: 10.17148/IJARCCE.2024.131103.
18. Balakrishna Boddu. Modernization and Power of Automation for Database Administration Essential Best Practice, Journal of Artificial Intelligence, Machine Learning and Data Science 2023, 2(2), 1582-1586. https://doi.org/10.51219/JAIMLD/balakrishna-boddu/354.
19. Saurabh Gupta, Data Integration Solutions for Customer Relationship Management in BFSI Using Ab Initio: Explore How Ab Initio Facilitates the Integration of Customer Data from Various Sources to Improve CRM Strategies - Saurabh Gupta - IJFMR Volume 1, Issue 2, September-October 2019. DOI 10.36948/ijfmr.2019.v01i02.748.
20. Gokul Ramadoss , 2022.” EHR & EMR - A Wholesome View on its Impact in EDI Transaction”, Progress in Medical Science, VOL 6, NO. 5, PAGE 1 – 4.
21. Sunil Kumar Suvvari, The Role of Leadership in Agile Transformation: A Case Study. Journal of Advanced Management Studies, vol.1, no2, pp. 31-41, 2024.
22. Mitra, S., & Acharjee, A. (2019). A comparative study of cloud database management systems and automation tools. Cloud Computing & Automation, 8(5), 215-229. https://doi.org/10.1007/ccm.2019.0158
23. Sanodia, G. (2024). Enhancing CRM Systems with AI-Driven Data Analytics for Financial Services. Turkish Journal of Computer and Mathematics Education, 15(2), 247-265.
24. Kanagarla, Krishna Prasanth Brahmaji, Data Mesh: Decentralised Data Management. IRACST – International Journal of Computer Networks and Wireless Communications (IJCNWC), Vol.14, Issue No 1, Jan 2024 , Available at SSRN: https://ssrn.com/abstract=5024895
25. Patel, M., & Rathi, P. (2020). Role of robotic process automation in cloud-based database management. Journal of Information Security, 12(4), 90-104. https://doi.org/10.1016/j.jinfosec.2020.02.003
26. Gokul Ramadoss, 2023.” Inclusive Healthcare Programs in an Exclusive Payor-Provider World”, PROGRESS IN MEDICAL SCIENCES, VOLUME 7, Issue 3, Page: 1 – 6.
27. Smith, J., & Nelson, M. (2021). Scalability challenges in cloud databases: Automation as a solution. Cloud Infrastructure Review, 14(7), 120-134. https://doi.org/10.1016/j.cir.2021.05.020
28. Sanodia, G. (2024). Revolutionizing Cloud Modernization through AI Integration. Turkish Journal of Computer and Mathematics Education, 15(2), 266-283.
29. Naga Lalitha Sree Thatavarthi, “Design and Development of a Furniture Application using Dot Net and Angular”, Journal of Technological Innovations, vol. 4, no. 4, Oct. 2023, doi: 10.93153/gmcag042.
30. Naga Lalitha Sree Thatavarthi, "Building a Robust E-Commerce Ecosystem with Magento and Microservices", International Journal of Science and Research (IJSR), Volume 10 Issue 1, January 2021, pp. 1653-1655, https://www.ijsr.net/getabstract.php?paperid=SR24615141905, DOI: https://www.doi.org/10.21275/SR24615141905
31. Boddu B. SOC Audit and Encryption Customer Data and Privacy at Database Security. Journal of Artificial Intelligence, Machine Learning and Data Science 2024, 2(1), 1577-1581. Doi: https://doi.org/10.51219/JAIMLD/balakrishna-boddu/353 [Link]
32. Thakur, R., & Khatri, D. (2022). Automating database backup and security with RPA tools in cloud systems. International Journal of Database Management, 30(1), 78-92. https://doi.org/10.1016/j.ijdm.2022.01.001
33. Budaraju, R. R., & Nagesh, O. S. (2023, June). Multi-Level Image Thresholding Using Improvised Cuckoo Search Optimization Algorithm. In 2023 3rd International Conference on Intelligent Technologies (CONIT) (pp. 1-7). IEEE.
34. Zaki, M., & Hussein, M. (2020). Securing cloud-based databases through automation: A case study on RPA and machine learning integration. Journal of Cloud Security, 6(3), 57-73. https://doi.org/10.1007/JCS.2020.0052
35. Naga Lalitha Sree Thatavarthi, “Enhancing Customer Experience in Furniture Retail through Full Stack E-commerce Platforms”, Journal of Technological Innovations, vol. 2, no. 3, Jul. 2021, doi: 10.93153/3f27en32.
36. Rajarao Tadimety Akbar Doctor, 2016.” A METHOD AND SYSTEM FOR FLICKER TESTING OF LOADS CONTROLLED BY BUILDING MANAGEMENT DEVICES”, patent Office IN, Patent number-201641009974, Application number, 201641009974.
37. Dixit, A.S., Patwardhan, A.V. and Pandit, A.B., 2021. PARAMETER OPTIMIZATION OF PRODIGIOSIN BASEDDYE-SENSITIZED SOLAR CELL. International Journal of Pharmaceutical, Chemical & Biological Sciences, 11(1), pp.19-29.
38. Aparna Bhat, Rajeshwari Hegde, “Comprehensive Study of Renewable Energy Resources and Present Scenario in India,” 2015 IEEE International Conference on Engineering and Technology (ICETECH), Coimbatore, TN, India, 2015. [Link]
39. Apurva Kumar, Shilpa Priyadarshini, “Adaptive AI Infrastructure: A Containerized Approach For Scalable Model Deployment”, International Research Journal of Modernization in Engineering Technology and Science, Volume:06/Issue:11/November-2024, https://www.doi.org/10.56726/IRJMETS64700
40. Chandrakanth Lekkala 2023. “Implementing Efficient Data Versioning and Lineage Tracking in Data Lakes”, Journal of Scientific and Engineering Research, Volume 10, Issue 8, pp. 117-123.
41. M., Arshey and Daniel, Ravuri and Rao, Deepak Dasaratha and Emerson Raja, Joseph and Rao, D. Chandrasekhar and Deshpande, Aniket (2023) Optimizing Routing in Nature-Inspired Algorithms to Improve Performance of Mobile Ad-Hoc Network. International Journal of Intelligent Systems and Applications in Engineering, 11 (8S). pp. 508-516. ISSN 2147-6799
42. Mihir Mehta, 2024,” A Comparative Study Of AI Code Bots: Efficiency, Features, And Use Cases”, International Journal cience and Research Archive, volume 13, Issue 1, 595–602.
43. Next-Generation Decision Support: Harnessing AI and ML within BRMS Frameworks (N. R. Palakurti , Trans.). (2023). International Journal of Creative Research In Computer Technology and Design, 5(5), 1-10. https://jrctd.in/index.php/IJRCTD/article/view/42
44. Palakurti, N. R., & Kolasani, S. (2024). AI-Driven Modeling: From Concept to Implementation. In Practical Applications of Data Processing, Algorithms, and Modeling (pp. 57-70). IGI Global.
45. N. R. Palakurti, “Machine Learning Mastery: Practical Insights for Data Processing”, Practical Applications of Data Processing, Algorithms, and Modeling, p. 16-29, 2024.
46. Govindaraj Vasanthi, Vellathur Jaganathan Humashankar, and Periyasamy Prakash. "Explainable Transformers in Financial Forecasting." World Journal of Advanced Research and Reviews, vol. 20, no. 02, 2023, pp. 1434–1441.
47. P. Gowda and A. N. Gowda, “Best Practices in REST API Design for Enhanced Scalability and Security,” Journal of Artificial Intelligence, Machine Learning and Data Science, Vol. 2, No. 1, pp. 827–830, Feb. 2024, doi: 10.51219/jaimld/priyanka-gowda/202
48. Priyanka Gowda Ashwath Narayana Gowda, “Cyber Espionage Real Threat to Banking”, N. American. J. of Engg. Research, vol. 5, no. 1, Mar. 2024, Accessed: Dec. 31, 2024. [Online]. Available: https://najer.org/najer/article/view/49
49. Chintale, P., Korada, L., Ranjan, P., & Malviya, R. K. (2019). Adopting Infrastructure as Code (IaC) for Efficient Financial Cloud Management. ISSN: 2096-3246, 51(04).
50. Banerjee, P., Roy, R., Batchu, C., & Ranjan, P. (2023). Examining the Application of Data Federation across Cloud Databases in the Financial Services Domain.
51. Sudhakar Reddy Peddinti, Brij Kishore Pandey, Ajay Tanikonda, and Subba Rao Katragadda, “Optimizing Microservice Orchestration Using Reinforcement Learning for Enhanced System Efficiency”, Distrib Learn Broad Appl Sci Res, vol. 7, pp. 122–143, Apr. 2021, Accessed: Jan. 04, 2025. [Online]. Available: https://dlabi.org/index.php/journal/article/view/194.
52. Chandrakanth Lekkala 2022. “Integration of Real-Time Data Streaming Technologies in Hybrid Cloud Environments: Kafka, Spark, and Kubernetes”, European Journal of Advances in Engineering and Technology, 2022, 9(10):38-43.
53. The Role of Data Lake and Delta Lake in Big Data, Machine Learning, and Artificial Intelligence - Sainath Muvva - IJIRMPS Volume 10, Issue 6, November-December 2022. DOI 10.5281/zenodo.14535503
54. Karthik Chowdary Tsaliki, "Revolutionizing Identity Management with AI: Enhancing Cyber Security and Preventing ATO", International Research Journal of Modernization in Engineering Technology and Science, volume: 6/Issue: 04/April-2024.
55. Palakurti, N. R., & Kolasani, S. (2024). AI-Driven Modeling: From Concept to Implementation. In Practical Applications of Data Processing, Algorithms, and Modeling (pp. 57-70). IGI Global.
56. Karthik Hosavaranchi Puttaraju, "Augmenting Classical Strategic Tools with Artificial Intelligence: A Systematic Review of Enhanced Decision - Making Methodologies", International Journal of Science and Research (IJSR), Volume 12 Issue 11, November 2023, pp. 2242-2247, https://www.ijsr.net/getabstract.php?paperid=SR23114091158, DOI: https://www.doi.org/10.21275/SR23114091158
57. Jawahar Thangavelu, 2024. "Software Verification in Avionics: Integrating Hardware in the Loop (HIL) Testing" ESP International Journal of Advancements in Computational Technology (ESP-IJACT) Volume 2, Issue 4: 45-54.
58. Jawahar Thangavelu, 2024. "Artificial Intelligence in Engineering Design: Enhancing Creativity and Efficiency" ESP International Journal of Advancements in Science & Technology (ESP-IJAST) Volume 2, Issue 3: 29-39.
59. Vinay Panchal, 2024. “Thermal and Power Management Challenges in High-Performance Mobile Processors”, International Journal of Innovative Research of Science, Engineering and Technology (IJIRSET), Volume 13, Issue 11, November 2024 |DOI: 10.15680/IJIRSET.2024.1311014.
60. M. Rele and D. Patil, "Revolutionizing Liver Disease Diagnosis: AI-Powered Detection and Diagnosis", International Journal of Science and Research (IJSR), 2023.https://doi.org/10.21275/SR231105021910
61. Bodapati, J.D., Veeranjaneyulu, N. & Yenduri, L.K. A Comprehensive Multi-modal Approach for Enhanced Product Recommendations Based on Customer Habits. J. Inst. Eng. India Ser. B (2024). https://doi.org/10.1007/s40031-024-01064-5
62. Hari Prasad Bhupathi, Srikiran Chinta, 2024. "Battery Health Monitoring With AI: Creating Predictive Models to Assess Battery Performance and Longevity", ESP Journal of Engineering & Technology Advancements, 4(4): 103-112.
63. Hari Prasad Bhupathi, Srikiran Chinta, 2022. "Smart Charging Revolution: AI and ML Strategies for Efficient EV Battery Use", ESP Journal of Engineering & Technology Advancements, 2(2): 154-167.
64. Vinay Panchal, 2025. “Designing for Longer Battery Life: Power Optimization Strategies in Modern Mobile SOCS”, International Journal of Electrical Engineering and Technology (IJEET) Volume 16, Issue 1, January-February 2025, pp. 1-17, Article ID: IJEET_16_01_001 Available online at https://iaeme.com/Home/issue/IJEET?Volume=16&Issue=1
65. Mohanakrishnan Hariharan, 2025. "Reinforcement Learning: Advanced Techniques for LLM Behavior Optimization", ESP International Journal of Advancements in Computational Technology (ESP-IJACT), Volume 2, Issue 2: 84-101.
66. Srinivas Chippagiri, Preethi Ravula. (2021). Cloud-Native Development: Review of Best Practices and Frameworks for Scalable and Resilient Web Applications. International Journal of New Media Studies: International Peer Reviewed Scholarly Indexed Journal, 8(2), 13–21. Retrieved from https://ijnms.com/index.php/ijnms/article/view/294
67. Sakthivel Rasu (2023). The Future of 3D Printing in Prototype Development: Minimizing Prototype Costs and Decreasing Validation Timelines. Journal of Engineering and Applied Sciences Technology. SRC/JEAST-E134. DOI: doi.org/10.47363/JEAST/2023(5)E134.
68. Sukhdevsinh Dhummad, 2025. "The Imperative of Exploratory Data Analysis in Machine Learning", Scholars Journal of Engineering and Technology | Volume-13 | Issue-01 | DOI: https://doi.org/10.36347/sjet.2025.v13i01.005.
69. Jawahar Thangavelu, 2024. "Software Verification in Avionics: Integrating Hardware in the Loop (HIL) Testing", ESP International Journal of Advancements in Computational Technology (ESP-IJACT) Volume 2, Issue 4: 45-54.
70. Jawahar Thangavelu, 2024. "Artificial Intelligence in Engineering Design: Enhancing Creativity and Efficiency", ESP International Journal of Advancements in Science & Technology (ESP-IJAST) Volume 2, Issue 3: 29-39.
71. Ankitkumar Tejani, 2021. "Assessing the Efficiency of Heat Pumps in Cold Climates: A Study Focused on Performance Metrics", ESP Journal of Engineering & Technology Advancements 1(1): 47-56.
72. Ankitkumar Tejani, 2021. "Integrating Energy-Efficient HVAC Systems into Historical Buildings: Challenges and Solutions for Balancing Preservation and Modernization", ESP Journal of Engineering & Technology Advancements, 1(1): 83-97.
73. Muvva S. Optimizing Spark Data Pipelines: A Comprehensive Study of Techniques for Enhancing Performance and Efficiency in Big Data Processing, Journal of Artificial Intelligence, Machine Learning and Data Science, 2023, 1 (4), 1862-1865. Doi: doi.org/10.51219/JAIMLD/sainath-muvva/412
74. Sainath Muvva (2023). Standardizing Open Table Formats for Big Data Analysis: Implications for Machine Learning and AI Applications. Journal of Artificial Intelligence & Cloud Computing. SRC/JAICC-E241. DOI: doi.org/10.47363/JAICC/2023(2)E241
75. Sainath Muvva, “DataMesh: A Decentralized Approach to Big Data and AI/ML Management”, Internaitonal Journal of Scientific Research in Engineering and Management, Volume: 08 Issue: 01 | Jan – 2024.
76. Katragadda, V. (2024). Leveraging Intent Detection and Generative AI for Enhanced Customer Support. Journal of Artificial Intelligence General Science (JAIGS) ISSN:3006-4023, 5(1), 109–114. https://doi.org/10.60087/jaigs.v5i1.178.
77. B. Yadav and P. S. Shukla, "Augmentation to water supply scheme using PLC & SCADA," 2011 Nirma University International Conference on Engineering, Ahmedabad, India, 2011, pp. 1-5, doi: 10.1109/NUiConE.2011.6153314.
78. Yadav, A. B. (2023). Gen AI-Driven Electronics: Innovations, Challenges and Future Prospects. International Congress on Models and Methods in Modern Investigations, 113–121. Retrieved from https://conferenceseries.info/index.php/congress/article/view/1609
79. Kartheek Pamarthi, 2024.” Analysis On Opportunities And Challenges Of Ai In The Banking Industry”, International Journal of Artificial Intelligence and Data Science, Volume 1, Issue 2:10-23.
80. M. Siva Kumar et al, “Efficient and low latency turbo encoder design using Verilog-Hdl,” Int. J. Eng. Technol., vol. 7, no. 1.5, pp. 37–41, Dec. 2018.
81. Hindka, M. (2024, June). Optimization Accuracy of Secured Cloud Systems Using Deep Learning Model. In 2023 4th International Conference on Intelligent Technologies (CONIT) (pp. 1-5). IEEE.
82. M. Hindka, “Design and Analysis of Cyber Security Capability Maturity Model”, International Research Journal of Modernization in Engineering Technology and Science, Vol. 6, No. 3, pp. 1706-1710, 2024.
83. Sarangkumar Radadia Kumar Mahendrabhai Shukla, Nimeshkumar Patel, Hirenkumar Mistry, Keyur Dodiya 2024. ”Cyber Security Detecting And Alerting Device”, 412409-001.
84. Tharun Anand Reddy S (2022). Ambient Computing: The Integration of Technology into Our Daily Lives. Journal of Artificial Intelligence & Cloud Computing. SRC/JAICC-147. DOI: doi.org/10.47363/JAICC/2022(1)135.
85. Archana Balkrishna, Yadav (2024) An Analysis on the Use of Image Design with Generative AI Technologies. International Journal of Trend in Scientific Research and Development, 8 (1). pp. 596-599. ISSN 2456-6470
86. V. Kumar Nomula, “A Novel Approach to Analyzing Medical Sensor Data Using Physiological Models,” FMDBTransactions on Sustainable Health Science Letters, vol. 1, no. 4, pp. 186 –197, 2023.
87. Pandiya, D. K. (2022). Performance Analysis of Microservices Architecture in Cloud Environments. International Journal on Recent and Innovation Trends in Computing and Communication, 10(12), 264–274. Retrieved from https://ijritcc.org/index.php/ijritcc/article/view/10745
88. Dileep Kumar Pandiya, Nilesh Charankar, 2024, Optimizing Performance and Scalability in Micro Services with CQRS Design, INTERNATIONAL JOURNAL OF ENGINEERING RESEARCH & TECHNOLOGY (IJERT) Volume 13, Issue 04 (April 2024).
89. Dixit, A., Sabnis, A. and Shetty, A., 2022. Antimicrobial edible films and coatings based on N, O-carboxymethyl chitosan incorporated with ferula asafoetida (Hing) and adhatoda vasica (Adulsa) extract. Advances in Materials and Processing Technologies, 8(3), pp.2699-2715.
90. Dixit, A., Wazarkar, K. and Sabnis, A.S., 2021. Antimicrobial uv curable wood coatings based on citric acid. Pigment & Resin Technology, 50(6), pp.533-544.
91. Vikramrajkumar Thiyagarajan, 2024. “Predictive Modeling for Revenue Forecasting in Oracle EPBCS: A Machine Learning Perspective”, International Journal of Innovative Research of science, Engineering and technology (IJIRSET), Volume 13, Issue 4,
92. Chandrakanth Lekkala (2023) Deploying and Managing Containerized Data Workloads on Amazon EKS. Journal of Artificial Intelligence & Cloud Computing. SRC/JAICC-342. DOI: doi.org/10.47363/JAICC/2023 (2)324.
93. Chandrakanth Lekkala 2022. “Automating Infrastructure Management with Terraform: Strategies and Impact on Business Efficiency”, European Journal of Advances in Engineering and Technology, 2022, 9(11): 82-88.
94. Kumar Shukla, Shashikant Tank, 2024. “Cybersecurity Measures For Safeguarding Infrastructure From Ransomware and Emerging Threats", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN: 2349-5162, Vol.11, Issue 5, page no.i229-i235, May-2024, Available: http://www.jetir.org/papers/JETIR2405830.pdf
95. Sachan, V., Malik, S., Gautam, R., & Kumar, P. (Eds.). (2024). Advances in AI for Biomedical Instrumentation, Electronics and Computing: Proceedings of the 5th International Conference on Advances in AI for Biomedical Instrumentation, Electronics and Computing (ICABEC - 2023), 22–23 December 2023, India (1st ed.). CRC Press. https://doi.org/10.1201/9781032644752
96. Dasaratha, D. A., A. Prasad, M. Kumar, P. Kamal, S. V., S. (2024). Strategizing IoT Network Layer Security through Advanced Intrusion Detection Systems and AI-Driven Threat Analysis. Journal of Intelligent Systems and Internet of Things, (), 195-207. DOI: https://doi.org/10.54216/JISIoT.120215
97. Thapliyal, P. S. Bhagavathi, T. Arunan and D. D. Rao, "Realizing Zones Using UPnP," 2009 6th IEEE Consumer Communications and Networking Conference, Las Vegas, NV, USA, 2009, pp. 1-5, doi: 10.1109/CCNC.2009.4784867.
98. Rao, Deepak, and Sourabh Sharma. "Secure and Ethical Innovations: Patenting Ai Models for Precision Medicine, Personalized Treatment, and Drug Discovery in Healthcare." International Journal of Business Management and Visuals, ISSN: 3006-2705 6.2 (2023): 1-8.
99. A. Hassan, “Software Security - Threats, Vulnerabilities, and Countermeasures: Investigating common security threats, vulnerabilities, and countermeasures in software systems to enhance security posture”, Australian Journal of Machine Learning Research & Applications, vol. 4, no. 1, pp. 35–45, May 2024, Accessed: Jul. 18, 2024. [Online]. Available: https://sydneyacademics.com/index.php/ajmlra/article/view/12
100. Praveen Borra, "A Survey of Google Cloud Platform (GCP): Features, Services, and Applications" , International Journal of Advanced Research in Science, Communication and Technology (IJARSCT) ,vol. 4, no. 3, pp. 191 - 199, 2024.
101. Praveen Borra, “Comparison and Analysis of Leading Cloud Service Providers (AWS, Azure and GCP)”, International Journal of Advanced Research in Engineering and Technology (IJARET), 15(3), 2024, pp. 266- 278.
102. Shreyaskumar Patel "Performance Analysis of Acoustic Echo Cancellation using Adaptive Filter Algorithms with Rician Fading Channel" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-6 | Issue-2, February 2022, pp.1541-1547, URL: https://www.ijtsrd.com/papers/ijtsrd49144.pdf
103. Kumar, S. M. Ahmed and V. K. Duleb, "English text compression for small messages," ICIMU 2011 : Proceedings of the 5th international Conference on Information Technology & Multimedia, Kuala Lumpur, Malaysia, 2011, pp. 1-5, doi: 10.1109/ICIMU.2011.6122737.
104. Kalla, Dinesh and Smith, Nathan and Samaah, Fnu and Polimetla, Kiran, Facial Emotion and Sentiment Detection Using Convolutional Neural Network (January 2021). Indian Journal of Artificial Intelligence Research (INDJAIR), Volume 1, Issue 1, January-December 2021, pp. 1–13, Article ID: INDJAIR_01_01_001, Available at SSRN: https://ssrn.com/abstract=4690960
105. Kuraku, Sivaraju and Kalla, Dinesh and Smith, Nathan and Samaah, Fnu, Safeguarding FinTech: Elevating Employee Cybersecurity Awareness In Financial Sector (December 29, 2023). International Journal of Applied Information Systems (IJAIS), Volume 12– No.42, December 2023, Available at SSRN: https://ssrn.com/abstract=4678581
106. Pratiksha Agarwal, Arun Gupta, "Harnessing the Power of Enterprise Resource Planning (ERP) and Customer Relationship Management (CRM) Systems for Sustainable Business Practices," International Journal of Computer Trends and Technology, vol. 72, no. 4, pp. 102-110, 2024. Crossref, https://doi.org/10.14445/22312803/IJCTT-V72I4P113
107. Dhamotharan Seenivasan, "ETL (Extract, Transform, Load) Best Practices," International Journal of Computer Trends and Technology, vol. 71, no. 1, pp. 40-44, 2023. Crossref, https://doi.org/10.14445/22312803/IJCTT-V71I1P106
108. Arnab Dey, "Innovative Approach to Mitigate Man-in-the-Middle Attacks i Secure Communication Channels", International Journal of Science and Research (IJSR), Volume 11 Issue 8, August 2022, pp. 1497-1500. https://www.ijsr.net/getabstract.php?paperid=SR24320191712
109. Sumanth Tatineni, Anirudh Mustyala, 2024. "Leveraging AI for Predictive Upkeep: Optimizing Operational Efficiency" ESP International Journal of Advancements in Computational Technology (ESP-IJACT) Volume 2, Issue 1: 66-79.
110. Kushal Walia, 2024. "Scalable AI Models through Cloud Infrastructure", ESP International Journal of Advancements in Computational Technology (ESP-IJACT) Volume 2, Issue 2: 1-7.
111. Venkata Sathya Kumar Koppisetti, 2024. "The Future of Remote Collaboration: Leveraging AR and VR for Teamwork", ESP International Journal of Advancements in Computational Technology (ESP-IJACT), Volume 2, Issue 1: 56-65.
112. Venkata Sathya Kumar Koppisetti, 2024. "Machine Learning at Scale: Powering Insights and Innovations", ESP International Journal of Advancements in Computational Technology (ESP-IJACT), Volume 2, Issue 2: 56-61.
113. Saurav Bhattacharya, "reGIFCAPTCHA: Revolutionizing User Interaction and Security in CAPTCHA Technology", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.10, Issue 12, page no.d891-d893, December-2023, Available: http://www.jetir.org/papers/JETIR2312398.pdf
114. Bhattacharya, S., & Kewalramani, C. (2024). Securing Virtual Reality: A Multimodal Biometric Authentication Framework for VRaaS. International Journal of Global Innovations and Solutions (IJGIS). https://doi.org/10.21428/e90189c8.25802e82
115. Sridhar Selvaraj, 2024. "Futuristic SAP Fiori Dominance" ESP International Journal of Advancements in Computational Technology (ESP-IJACT) Volume 2, Issue 1: 32-37. | Google Scholar
116. Naresh Kumar Miryala, Divit Gupta, "Big Data Analytics in Cloud – Comparative Study," International Journal of Computer Trends and Technology, vol. 71, no. 12, pp. 30-34, 2023. Crossref, https://doi.org/10.14445/22312803/IJCTT-V71I12P107
117. Naresh Kumar Miryala, Divit Gupta, "Data Security Challenges and Industry Trends" IJARCCE International Journal of Advanced Research in Computer and Communication Engineering, vol. 11, no.11, pp. 300-309, 2022, Crossref https://doi.org/10.17148/IJARCCE.2022.111160
118. Anusha Medavaka, 2023. "Building Intelligent Systems on AWS: From Data Lakes to AI-Powered Insights", ESP International Journal of Advancements in Computational Technology (ESP-IJACT), Volume 1, Issue 3: 68-80.
119. Kumar Shukla, Nimeshkumar Patel, Hirenkumar Mistry, 2024. “Transforming Incident Responses, Automating Security Measures, and Revolutionizing Defence Strategies through AI-Powered Cyber security", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN: 2349-5162, Vol.11, Issue 3, page no.h38-h45, March-2024, Available: http://www.jetir.org/papers/JETIR2403708.pdf
120. Patel, N. (2024, March). “Secure Access Service Edge (SASE): “Evaluating The Impact Of Convereged Network Security Architectures In Cloud Computing.” Journal of Emerging Technologies and Innovative Research. https://www.jetir.org/papers/JETIR2403481.pdf
121. Mistry, H., Shukla, K., & Patel, N. (2024). Transforming Incident Responses, Automating Security Measures, and Revolutionizing Defence Strategies throughAI-Powered Cybersecurity. Journal of Emerging Technologies and Innovative Research, 11(3), 25. https://www.jetir.org/
122. Manish Krishnan, Tong Jiang, Vivekananda Shenoy, Soumil Ramesh Kulkarni, Vinod Nair, Jeba Paulaiyan, 2020 Cloud network having multiple protocols using virtualization overlays across physical and virtualized workloads” United States Patent Application Publication, Application number- 16368381.
123. Sukhdev S. Kapur, Ashok Ganesan, Jacopo Pianigiani, Michal Styszynski, Atul S Moghe, Joseph Williams, Sahana Sekhar Palagrahara Chandrashekar, Tong Jiang, Rishabh Ramakant Tulsian, Manish Krishnan, Soumil Ramesh Kulkarni, Vinod NairJeba Paulaiyan, 2021. Automation of Maintenance Mode Operations for Network Devices, US10938660B1.
124. Julian, Anitha , Mary, Gerardine Immaculate , Selvi, S. , Rele, Mayur & Vaithianathan, Muthukumaran (2024) Blockchain based solutions for privacy-preserving authentication and authorization in networks, Journal of Discrete Mathematical Sciences and Cryptography, 27:2-B, 797–808, DOI: 10.47974/JDMSC-1956
125. Muthukumaran Vaithianathan, "Digital Signal Processing for Noise Suppression in Voice Signals", IJCSPUB - INTERNATIONAL JOURNAL OF CURRENT SCIENCE (www.IJCSPUB.org), ISSN: 2250-1770, Vol.14, Issue 2, page no.72-80, April-2024, Available: https://rjpn.org/IJCSPUB/papers/IJCSP24B1010.pdf
126. Muthukumaran Vaithianathan, "Real-Time Object Detection and Recognition in FPGA-Based Autonomous Driving Systems," International Journal of Computer Trends and Technology, vol. 72, no. 4, pp. 145-152, 2024. Crossref, https://doi.org/10.14445/22312803/IJCTT-V72I4P119
127. Muthukumaran Vaithianathan, Mahesh Patil, Shunyee Frank Ng, Shiv Udkar, 2023. "Comparative Study of FPGA and GPU for High-Performance Computing and AI", ESP International Journal of Advancements in Computational Technology (ESP-IJACT), Volume 1, Issue 1: 37-46.
128. Naga Ramesh Palakurti, Empowering Rules Engines: AI and ML Enhancements in BRMS for Agile Business Strategies. (2022). International Journal of Sustainable Development through AI, ML and IoT, 1(2), 1-20. https://ijsdai.com/index.php/IJSDAI/article/view/36
129. Naga Ramesh Palakurti, 2022. "AI Applications in Food Safety and Quality Control". ESP Journal of Engineering & Technology Advancements, 2(3): 48-61.
130. Next-Generation Decision Support: Harnessing AI and ML within BRMS Frameworks (N. R. Palakurti , Trans.). (2023). International Journal of Creative Research In Computer Technology and Design, 5(5), 1-10. https://jrctd.in/index.php/IJRCTD/article/view/42
131. Chanthati, S. R. (2024). Website Visitor Analysis & Branding Quality Measurement Using Artificial Intelligence. Sasibhushan Rao Chanthati. https://journals.e-palli.com/home/index.php/ajet. https://doi.org/10.54536/ajet.v3i3.3212
132. Chanthati, Sasibhushan Rao. (2024). How the power of machine -machine learning, data science and NLP can be used to prevent spoofing and reduce financial risks. 100-119. 10.30574/gjeta.2024.20.2.0149.Sasibhushan Rao Chanthati. https://doi.org/10.30574/gjeta.2024.20.2.0149, https://gjeta.com/sites/default/files/GJETA-2024-0149.pdf
133. Chanthati, Sasibhushan Rao. (2021). A segmented approach to encouragement of entrepreneurship using data science. World Journal of Advanced Engineering Technology and Sciences. https://doi.org/10.30574/wjaets.2024.12.2.0330,
134. Aparna K Bhat, Rajeshwari Hegde, 2014. “Comprehensive Analysis of Acoustic Echo Cancellation Algorithms on DSP Processor”, International Journal of Advance Computational Engineering and Networking (IJACEN), volume 2, Issue 9, pp.6-11.
135. Bhat, V. Gojanur, and R. Hegde. 2015. “4G protocol and architecture for BYOD over Cloud Computing”. In Communications and Signal Processing (ICCSP), 2015 International Conference on. 0308-0313.
136. Bhat, A., & Gojanur, V. (2015). Evolution of 4g: A Study. International Journal of Innovative Research in ComputerScience & Engineering (IJIRCSE). Booth, K. (2020, December 4). How 5G is breaking new ground in the construction industry. BDC Magazine.https://bdcmagazine.com/2020/12/how-5g-is-breaking-new-ground-in-the-constructionindustry/.
137. Sateesh Reddy Adavelli, "Data Mesh Architecture in P&C Insurance: Implementing Domain-Driven Data Products using Snowflake and Guidewire", International Journal of Innovative Research in Computer and Communication Engineering, Volume 10, Issue 11, November 2022.
138. Sateesh Reddy Adavelli, "Multi-Cloud Data Resilience: Implementing Cross-Platform Data Strategies with Snowflake for P&C Insurance Operations", International Journal of Science and Research (IJSR), Volume 12 Issue 1, January 2023, pp. 1387-1398, https://www.ijsr.net/getabstract.php?paperid=SR230115085206, DOI: https://www.doi.org/10.21275/SR230115085206