ICETETI-2024 | View PDF
Paper Id:ICETETI-MSM105
doi: 10.71141/30485037/ICETETI-MSM105

Predictive Analytics in Business Automation: Leveraging RPA and AI to Optimize DecisionMaking

David Liu, Syed Ali Fathima

Citation:
David Liu, Syed Ali Fathima, "Predictive Analytics in Business Automation: Leveraging RPA and AI to Optimize DecisionMaking" International Journal of Multidisciplinary on Science and Management, pp. 37-45, 2024.

Abstract:
Predictive analytics, in conjunction with Robotic Process Automation (RPA) and Artificial Intelligence (AI), has emerged as a transformative force in business automation. This paper explores how these technologies synergize to enhance decision-making processes, streamline operations, and optimize business performance. By leveraging historical data, predictive models can forecast trends, identify risks, and uncover opportunities, enabling proactive strategic planning. The integration of RPA automates repetitive tasks, while AI adds cognitive capabilities, making business processes more intelligent and adaptive. This research delves into the methodologies, applications, and potential challenges of implementing predictive analytics within automated business environments, providing insights into future trends and best practices.

Keywords: Predictive Analytics, Business Automation, Robotic Process Automation (Rpa), Artificial Intelligence (Ai), Decision-Making, Data-Driven Strategies, Process Optimization.

References:
1. Oracle Corporation. (2021). Oracle database 19c documentation: Managing tablespaces and data files. Oracle. https://docs.oracle.com/en/database/oracle/oracle-database/19/dbseg/management-of-tablespaces.html
2. Armstrong, J., & Lee, R. (2019). Best practices for Oracle database storage management. Springer.
3. 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
4. Giridhar Kankanala, Sudheer Amgothu, "SAP Migration Strategies", International Journal of Science and Research (IJSR), Volume 12 Issue 12, December 2023, pp. 2168-2171, https://www.ijsr.net/getabstract.php?paperid=SR23128151813, DOI: https://www.doi.org/10.21275/SR23128151813
5. Sanjay Moolchandani, "Factor Analysis Framework for Credit, Operational, and Market Risk Modeling", International Journal of Science and Research (IJSR), Volume 13 Issue 4, April 2024, pp. 1987-1993, https://www.ijsr.net/getabstract.php?paperid=SR24417094840, DOI: https://www.doi.org/10.21275/SR24417094840
6. Gupta, S., & Chatterjee, S. (2020). Efficient space management in Oracle databases using shrink operations. Journal of Database Management, 31(4), 48-63. https://doi.org/10.4018/JDM.2020.0215
7. Oracle Corporation. (2020). Space management and shrink operations in Oracle databases. Oracle White Paper. https://www.oracle.com/technical-resources/shrink-tablespaces.html
8. Giridhar Kankanala, Sudheer Amgothu, "Load Balancers in the Cloud-Research Strategy applied in SAP Cloud", International Journal of Science and Research (IJSR), Volume 11 Issue 8, August 2022, pp. 1563-1565, https://www.ijsr.net/getabstract.php?paperid=SR22087121208, DOI: https://www.doi.org/10.21275/SR22087121208
9. 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.
10. 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
11. Raza, S. M., & Patel, S. (2021). The impact of Bigfile tablespaces on Oracle database performance and storage management. International Journal of Computer Applications, 177(3), 12-19. https://doi.org/10.5120/ijca202192173
12. Jain, A., & Gupta, R. (2018). Oracle database 12c performance tuning (2nd ed.). Wiley.
13. 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.
14. Kanagarla, Krishna Prasanth Brahmaji, The Role of Synthetic Data in Ensuring Data Privacy and Enabling Secure Analytics (August 21, 2024). European Journal of Advances in Engineering and Technology, 2024, 11(10):75-79 , Available at SSRN: https://ssrn.com/abstract=5012479 or http://dx.doi.org/10.2139/ssrn.5012479
15. 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.
16. Saurabh Gupta, IT Role in Facilitating Data Sharing Through Hies, Enhancing Patient Care Continuity - Saurabh Gupta - IJFMR Volume 5, Issue 6, November-December 2023. DOI 10.36948/ijfmr.2023.v05i06.29361.
17. 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
18. Suman Chintala, "Boost Call Center Operations: Google's Speech-to-Text AI Integration," International Journal of Computer Trends and Technology, vol. 72, no. 7, pp.83-86, 2024. Crossref, https://doi.org/10.14445/22312803/IJCTT-V72I7P110
19. 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
20. Nguyen, H., & Zeng, Y. (2017). Optimizing large-scale Oracle databases with Bigfile tablespaces. Proceedings of the International Conference on Cloud Computing and Big Data (CCBD), 89-96. https://doi.org/10.1109/CCBD.2017.00018
21. Gokul Ramadoss, 2022, “Data Visualization in Health Care: Risks And Rewards”, Journal of Artificial Intelligence, machine Learning and Data science, Volume 1, Issue 1, PP 1085-1088, [Link]
22. S. K. Suvvari, "Managing project scope creep: Strategies for containing changes," Innov. Res. Thoughts, vol. 8, no. 4, pp. 360–371, 2022.
23. Sanodia, G. (2024). Revolutionizing Cloud Modernization through AI Integration. Turkish Journal of Computer and Mathematics Education, 15(2), 266-283.
24. Lee, P. T., & Williams, C. (2019). The role of Bigfile tablespaces in modern database systems. Database Technology Journal, 34(2), 50-59. https://doi.org/10.1016/j.dbtech.2019.03.003
25. 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.
26. 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.
27. 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.
28. Balakrishna Boddu, 2023. "Optimizing NetApp Storage Cost-Effective Strategies for Database Management", ESP International Journal of Advancements in Computational Technology (ESP-IJACT), Volume 1, Issue 1: 110-114.
29. 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/.
30. 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
31. Chanthati, Sasibhushan Rao. (2022). A Centralized Approach To Reducing Burnouts In The It Industry Using Work Pattern Monitoring Using Artificial Intelligenc. International Journal on Soft Computing Artificial Intelligence and Applications. Sasibhushan Rao Chanthati. Volume-10, Issue-1, PP 64-69.
32. Oracle Corporation. (2018). Space management: Shrinking and optimizing Oracle data files. Oracle Documentation Series. https://docs.oracle.com/cd/E11882_01/server.112/e47689/tablespace_space_management.htm#CNCPT1942
33. 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
34. D. D. Rao, "Multimedia Based Intelligent Content Networking for Future Internet," 2009 Third UKSim European Symposium on Computer Modeling and Simulation, Athens, Greece, 2009, pp. 55-59, doi: 10.1109/EMS.2009.108.
35. 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
36. Bhat, A., Gojanur, V., & Hegde, R. (2014). 5G evolution and need: A study. In International conference on electrical, electronics, signals, communication and optimization (EESCO)—2015.
37. Balakrishna Boddu, 2024. “The Convergence of Blockchain and Database Technologies,” Journal of Scientific and Engineering Research, 2024, 11(10):138-144. [Link]
38. Gokul Ramadoss. (2021). Leveraging Affordable Care Act to Improve Global Healthcare. European Journal of Advances in Engineering and Technology, 8(5), 41–44. https://doi.org/10.5281/zenodo.13789625
39. 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.
40. Naga Ramesh Palakurti, 2022. "AI Applications in Food Safety and Quality Control". ESP Journal of Engineering & Technology Advancements, 2(3): 48-61.
41. Richards, T., & Zhang, L. (2020). Shrinking Bigfile tablespaces: Theory and practice. Database Systems & Design, 44(7), 102-110. https://doi.org/10.1145/2578239
42. Vishwanath Gojanur, Aparna Bhat, “Wireless Personal Health Monitoring System”, IJETCAS: International Journal of Emerging Technologies in Computational and Applied Sciences, eISSN: 2279-0055, pISSN: 2279-0047, 2014.
43. Nimeshkumar Patel, 2021. ”Sustainable Smart Cities: Leveraging Iot and Data Analytics for Energy Efficiency and Urban Development”, Journal of Emerging Technologies and Innovative Research, volume 8, Issue 3, pp.313-319.
44. 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
45. 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
46. 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.
47. Bhattacharya, S. (2024). Decentralized Identity Verification via Smart Contract Validation: Enhancing PKI Systems for Future Digital Trust. International Journal of Global Innovations and Solutions (IJGIS). https://doi.org/10.21428/e90189c8.93f690d2
48. 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
49. Nimeshkumar Patel, 2022. “Quantum Cryptography In Healthcare Information Systems: Enhancing Security in Medical Data Storage and Communication”, Journal of Emerging Technologies and Innovative Research, volume 9, issue 8, pp.g193-g202.
50. Anusha Medavaka, 2024. "AWS AI from Financial Services Transforming Risk Management and Investment Strategies", ESP International Journal of Advancements in Computational Technology (ESP-IJACT), Volume 2, Issue 3: 116-129.
51. 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.
52. Divit Gupta, Anushree Srivastava "Investigating the Use of Artificial Intelligence in Talent Acquisition Procesdures" IJARCCE International Journal of Advanced Research in Computer and Communication Engineering, vol. 12, no.11, pp. 77-87, 2023/ Crossref https://doi.org/10.17148/IJARCCE.2023.121111
53. 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
54. Bhattacharya, S. (2024). Securing the Gatekeeper: Addressing Vulnerabilities in OAuth Implementations for Enhanced Web Security. International Journal of Global Innovations and Solutions (IJGIS). https://doi.org/10.21428/e90189c8.af381673
55. 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.
56. 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.
57. 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.
58. Arnab Dey, 2021. “Implementing Latest Technologies from Scratch: A Strategic Approach for Application Longevity” European Journal of Advances in Engineering and Technology, 2021, 8 (8): 22-26. | PDF
59. 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
60. 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.
61. Amit Mangal, 2024. Role of Enterprise Resource Planning Software (ERP) In Driving Circular Economy Practices in the United States, ESP Journal of Engineering & Technology Advancements 4(3): 1-8.
62. 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
63. Kalla, Dinesh and Smith, Nathan and Samaah, Fnu, Satellite Image Processing Using Azure Databricks and Residual Neural Network (November 24, 2023). International Journal of Advanced Trends in Computer Applications, Volume 9, Number 2, November - 2023, pp. 48-55, Available at SSRN: https://ssrn.com/abstract=4650627
64. Lekkala, Chandrakanth, AI-Driven Dynamic Resource Allocation in Cloud Computing: Predictive Models and Real-Time Optimization (February 06, 2024). J Artif Intell Mach Learn & Data Sci | Vol: 2 & Iss: 2, Available at SSRN: https://ssrn.com/abstract=4908420 or http://dx.doi.org/10.2139/ssrn.4908420
65. 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.
66. D. 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
67. Rao, Deepak Dasaratha, Sairam Madasu, Srinivasa Rao Gunturu, Ceres D’britto, and Joel Lopes. "Cybersecurity Threat Detection Using Machine Learning in Cloud-Based Environments: A Comprehensive Study." International Journal on Recent and Innovation Trends in Computing and Communication 12, no. 1 (January 2024): 285. Available at: http://www.ijritcc.org.
68. Amrish Solanki, Kshitiz Jain, Shrikaa Jadiga, "Building a Data-Driven Culture: Empowering Organizations with Business Intelligence," International Journal of Computer Trends and Technology, 2024; 72, 2: 46-55.
69. S. Duary, P. Choudhury, S. Mishra, V. Sharma, D. D. Rao and A. Paul Aderemi, "Cybersecurity 0054hreats Detection in Intelligent Networks using Predictive Analytics Approaches," 2024 4th International Conference on Innovative Practices in Technology and Management (ICIPTM), Noida, India, 2024, pp. 1-5, doi: 10.1109/ICIPTM59628.2024.10563348.
70. 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
71. Vamsi Katragadda, "Ethical AI in Customer Interactions: Implementing Safeguards and Governance Frameworks", Iconic Research and Engineering Journals, Volume 7, Issue 12, 2024 Page: 394-397.
72. 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
73. 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.
74. Shrikaa Jadiga, A. S. (2024). “AI Applications for Improving Transportation and Logistics Operations”. International Journal of Intelligent Systems and Applications in Engineering, 12(3), 2607–2617.
75. 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,
76. Dixit, A., Sabnis, A., Balgude, D., Kale, S., Gada, A., Kudu, B., Mehta, K., Kasar, S., Handa, D., Mehta, R. and Kshirsagar, S., 2023. Synthesis and characterization of citric acid and itaconic acid-based two-pack polyurethane antimicrobial coatings. Polymer Bulletin, 80(2), pp.2187-2216.
77. 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.
78. 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).
79. 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.
80. Nilesh Charankar, Dileep Kumar Pandiya, 2024, Enhancing Efficiency and Scalability in Microservices Via Event Sourcing, INTERNATIONAL JOURNAL OF ENGINEERING RESEARCH & TECHNOLOGY (IJERT) Volume 13, Issue 04 (April 2024).
81. Sainath Muvva, 2021. "Cloud-Native Data Engineering: Leveraging Scalable, Resilient, and Efficient Pipelines for the Future of Data", ESP Journal of Engineering & Technology Advancements 1(2): 287-292.
82. 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.
83. 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
84. Ankitkumar Tejani, Harsh Gajjar, Vinay Toshniwal, Rashi Kandelwal, 2022. "The Impact of Low-GWP Refrigerants on Environmental Sustainability: An Examination of Recent Advances in Refrigeration Systems" ESP Journal of Engineering & Technology Advancements, 2(2): 62-77.
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. 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.
87. Sarangkumar Radadia Kumar Mahendrabhai Shukla, Nimeshkumar Patel, Hirenkumar Mistry, Keyur Dodiya 2024. ”Cyber Security Detecting and Alerting Device”, 412409-001.
88. M. Hindka, “Securing the Digital Backbone: An In-depth Insights into API Security Patterns and Practices”, Computer Science and Engineering, Vol. 14, No. 2, pp. 35-41, 2024.
89. 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.
90. 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.
91. 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.
92. 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
93. Rajiv Tulsyan, Pranjal Shukla, Nitish Arora, Tushar Singh, Manni Kumar, 2024. "AI Prediction Of Stock Market Trends: An Overview For Non-Technical Researchers", Proceedings Of The 2nd International Conference On Emerging Technologies And Sustainable Business Practices-2024 (ICETSBP 2024), Atlantis Press, pp. 341-353,
94. 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.
95. Ankitkumar Tejani, Jyoti Yadav, Vinay Toshniwal, Harsha Gajjar, 2022. "Achieving Net-Zero Energy Buildings: The Strategic Role of HVAC Systems in Design and Implementation", ESP Journal of Engineering & Technology Advancements, 2(1): 39-55.
96. 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.
97. A. 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. Google Scholar. [Link]
98. 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
99. 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.
100. 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.
101. DHAMELIYA, N., PATEL, B., MADDULA, S. S., & MULLANGI, K. (2024). EDGE COMPUTING IN NETWORK-BASED SYSTEMS: ENHANCING LATENCY-SENSITIVE APPLICATIONS. Journal of Computing and Digital Technologies, 2(1), 1-21, [Link]
102. Sudhakar Reddy Peddinti, Ajay Tanikonda, Subba Rao Katragadda, and Brij Kishore Pandey, “Generative AI in IT Documentation: Revolutionizing Knowledge Sharing and Employee Onboarding”, Distrib Learn Broad Appl Sci Res, vol. 9, pp. 511–532, Dec. 2023, Accessed: Jan. 04, 2025. [Online]. Available: https://dlabi.org/index.php/journal/article/view/193
103. Karthik Hosavaranchi Puttaraju, "Accelerating Innovation Through Data-Enabled Agile Stage-Gate Processes: Implications For Business Strategy And Execution", International Journal of Core Engineering & Management, Volume-7, Issue-11, 2024.
104. Naga Ramesh Palakurti, 2022. "AI Applications in Food Safety and Quality Control" ESP Journal of Engineering & Technology Advancements 2(3): 48-61.
105. 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.
106. NoSQL Databases in Big Data: Advancements, Challenges, and Future Directions - Sainath Muvva - IJSAT Volume 14, Issue 2, April-June 2023. DOI 10.5281/zenodo.14514132
107. Tsaliki KC. AI-driven hormonal profiling: a game-changer in polycystic ovary syndrome prevention. Int J Res Appl Sci Eng Technol (IJRASET). 2024. https://doi.org/10.22214/ijraset.2024.61001.
108. Sateesh Reddy Adavelli. (2022). Digital Transformation in Insurance: How Guidewire, AWS, and Snowflake Converge for Future-Ready Solutions. International Journal of Computer Science and Information Technology Research, 3(1), 95-114. https://ijcsitr.com/index.php/home/article/view/IJCSITR_2022_03_01_11
109. Sateesh Reddy Adavelli, 2022. "Building Resilient Digital Insurance Ecosystems: Guidewire, Cloud, And Cybersecurity Strategies", ESP Journal of Engineering & Technology Advancements 2(3): 140-153.
110. Suvvari, S. K. (2022). Project portfolio management: Best practices for strategic alignment. Innovative Research Thoughts, 8(4), 372-384. https://doi.org/10.36676/irt.v8.i4.1476
111. Sunil Kumar Suvvari, 2024. "Ensuring Security and Compliance in Agile Cloud Infrastructure Projects," International Journal of Computing and Engineering, CARI Journals Limited, vol. 6(4), pages 54-73.