Building Scalable Cloud Applications with AI-Driven User Provisioning Services
Main Article Content
Abstract
In the contemporary landscape of cloud computing, the management of user provisioning has emerged as a critical challenge due to the rapid increase in user numbers and the complexity of cloud services. This study investigates the development of scalable cloud applications that utilize AI-driven user provisioning services, aiming to streamline operational efficiency and enhance user experience. As organizations increasingly adopt cloud solutions, effective user management becomes essential to maintain productivity and security. This research presents an innovative framework that employs machine learning algorithms to automate and optimize user provisioning processes, thereby addressing the limitations of traditional methods that often rely on manual intervention.
The framework was implemented in a real-world cloud application, enabling a comprehensive evaluation against conventional provisioning techniques. Various metrics were analyzed, including response time, scalability under increased loads, and user satisfaction, providing a holistic view of the framework's effectiveness. Preliminary findings indicate that the AI-driven approach significantly reduces response times, allowing for rapid user account creation and management. Scalability assessments demonstrated that the framework can handle up to five times the user load compared to traditional methods, ensuring that organizations can grow without compromising performance.
User satisfaction surveys conducted post-implementation reveal a marked improvement, with users reporting enhanced experiences related to provisioning speed and ease of use. These results underscore the transformative potential of integrating AI technologies within user management systems. By leveraging advanced algorithms to predict and respond to user needs, organizations can not only optimize their resource allocation but also foster a more positive user environment.
This study contributes to the ongoing discourse in cloud computing by providing a robust model for AI-driven user provisioning that can adapt to the ever-changing demands of cloud applications.
Article Details
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References
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• Sengar, Hemant Singh, Nishit Agarwal, Shanmukha Eeti, Prof.(Dr) Punit Goel, Om Goel, & Prof.(Dr) Arpit Jain. (2020). Data-Driven Product Management: Strategies for Aligning Technology with Business Growth. International Journal for Research Publication and Seminar, 11(4), 424–442. https://doi.org/10.36676/jrps.v11.i4.1590
• Priyank Mohan, Sneha Aravind, FNU Antara, Dr Satendra Pal Singh, Om Goel, & Shalu Jain. (2024). Leveraging Gen AI in HR Processes for Employee Termination. Darpan International Research Analysis, 12(3), 847–868. https://doi.org/10.36676/dira.v12.i3.134
• Bajaj, Abhijeet, Aman Shrivastav, Krishna Kishor Tirupati, Pronoy Chopra, Prof. (Dr.) Sangeet Vashishtha, and Shalu Jain. 2024. "Dynamic Route Optimization Using A Search and Haversine Distance in Large-Scale Maps." International Journal of Research in Modern Engineering and Emerging Technology (IJRMEET) 12(7):61. https://www.ijrmeet.org.
• Khan, Imran, Nanda Kishore Gannamneni, Bipin Gajbhiye, Raghav Agarwal, Shalu Jain, and Sangeet Vashishtha. 2024. “Comparative Study of NFV and Kubernetes in 5G Cloud Deployments.” International Journal of Current Science (IJCSPUB) 14(3):119. DOI: IJCSP24C1128. Retrieved from https://www.ijcspub.org.
• Imran Khan, Archit Joshi, FNU Antara, Dr Satendra Pal Singh, Om Goel, & Shalu Jain. (2020). Performance Tuning of 5G Networks Using AI and Machine Learning Algorithms. International Journal for Research Publication and Seminar, 11(4), 406–423. https://doi.org/10.36676/jrps.v11.i4.1589
• Mohan, Priyank, Sivaprasad Nadukuru, Swetha Singiri, Om Goel, Lalit Kumar, and Arpit Jain. 2022. "Improving HR Case Resolution through Unified Platforms." International Journal of Computer Science and Engineering (IJCSE) 11(2):267–290.
• Govindarajan, Balaji, Pronoy Chopra, Er. Aman Shrivastav, Krishna Kishor Tirupati, Prof. (Dr.) Sangeet Vashishtha, and Shalu Jain. 2024. “Implementing AI-Powered Testing for Insurance Domain Functionalities.” International Journal of Current Science (IJCSPUB) 14(3):75. https://www.ijcspub.org.
• Pingulkar, Chinmay, Ashvini Byri, Ashish Kumar, Satendra Pal Singh, Om Goel, and Punit Goel. 2024. "Integrating Drone Technology for Enhanced Solar Site Management." International Journal of Current Science (IJCSPUB) 14(3):61.
• Rajesh Tirupathi, Abhijeet Bajaj, Priyank Mohan, Prof.(Dr) Punit Goel, Dr. Satendra Pal Singh, & Prof.(Dr.) Arpit Jain. 2024. "Optimizing SAP Project Systems (PS) for Agile Project Management." Darpan International Research Analysis, 12(3), 978–1006. https://doi.org/10.36676/dira.v12.i3.138.
• Abhishek Das, Sivaprasad Nadukuru, Saurabh Ashwini Kumar Dave, Om Goel, Prof.(Dr.) Arpit Jain, & Dr. Lalit Kumar. 2024. "Optimizing Multi-Tenant DAG Execution Systems for High-Throughput Inference." Darpan International Research Analysis, 12(3), 1007–1036. https://doi.org/10.36676/dira.v12.i3.139.
• Satish Krishnamurthy, Krishna Kishor Tirupati, Sandhyarani Ganipaneni, Er. Aman Shrivastav, Prof. (Dr) Sangeet Vashishtha, & Shalu Jain. 2024. "Leveraging AI and Machine Learning to Optimize Retail Operations and Enhance." Darpan International Research Analysis, 12(3), 1037–1069. https://doi.org/10.36676/dira.v12.i3.140.
• Kumar, Ashish, Archit Joshi, FNU Antara, Satendra Pal Singh, Om Goel, and Pandi Kirupa Gopalakrishna. 2023. "Leveraging Artificial Intelligence to Enhance Customer Engagement and Upsell Opportunities." International Journal of Computer Science and Engineering (IJCSE), 12(2):89–114
• Saoji, Mahika, Ojaswin Tharan, Chinmay Pingulkar, S. P. Singh, Punit Goel, and Raghav Agarwal. 2023. "The Gut-Brain Connection and Neurodegenerative Diseases: Rethinking Treatment Options." International Journal of General Engineering and Technology (IJGET), 12(2):145–166.
• Saoji, Mahika, Siddhey Mahadik, Fnu Antara, Aman Shrivastav, Shalu Jain, and Sangeet Vashishtha. 2023. "Organoids and Personalized Medicine: Tailoring Treatments to You." International Journal of Research in Modern Engineering and Emerging Technology, 11(8):1. Retrieved October 14, 2024 (https://www.ijrmeet.org).
• Chamarthy, Shyamakrishna Siddharth, Pronoy Chopra, Shanmukha Eeti, Om Goel, Arpit Jain, and Punit Goel. 2023. "Real-Time Data Acquisition in Medical Devices for Respiratory Health Monitoring." International Journal of Computer Science and Engineering (IJCSE), 12(2):89–114
• Byri, Ashvini, Murali Mohana Krishna Dandu, Raja Kumar Kolli, Satendra Pal Singh, Punit Goel, and Om Goel. 2023. "Pre-Silicon Validation Techniques for SoC Designs: A Comprehensive Analysis." International Journal of Computer Science and Engineering (IJCSE) 12(2):89–114. ISSN (P): 2278–9960; ISSN (E): 2278–9979.
• Mallela, Indra Reddy, Satish Vadlamani, Ashish Kumar, Om Goel, Pandi Kirupa Gopalakrishna, and Raghav Agarwal. 2023. “Deep Learning Techniques for OFAC Sanction Screening Models.” International Journal of Computer Science and Engineering (IJCSE) 12(2):89–114. ISSN (P): 2278–9960; ISSN (E): 2278–9979.
• Ganipaneni, Sandhyarani, Rajas Paresh Kshirsagar, Vishwasrao Salunkhe, Pandi Kirupa Gopalakrishna, Punit Goel, and Satendra Pal Singh. 2023. “Advanced Techniques in ABAP Programming for SAP S/4HANA.” International Journal of Computer Science and Engineering 12(2):89–114. ISSN (P): 2278–9960; ISSN (E): 2278–9979.
• Kendyala, Srinivasulu Harshavardhan, Archit Joshi, Indra Reddy Mallela, Satendra Pal Singh, Shalu Jain, and Om Goel. 2023. "High Availability Strategies for Identity Access Management Systems in Large Enterprises." International Journal of Current Science 13(4):544. doi:10.IJCSP23D1176.
• Ramachandran, Ramya, Nishit Agarwal, Shyamakrishna Siddharth Chamarthy, Om Goel, Punit Goel, and Arpit Jain. 2023. "Best Practices for Agile Project Management in ERP Implementations." International Journal of Current Science (IJCSPUB) 13(4):499. Retrieved from (https://www.ijcspub.org).
• Ramalingam, Balachandar, Nishit Agarwal, Shyamakrishna Siddharth Chamarthy, Om Goel, Punit Goel, and Arpit Jain. 2023. "Utilizing Generative AI for Design Automation in Product Development." International Journal of Current Science (IJCSPUB) 13(4):558. doi:10.12345/IJCSP23D1177.
• Tirupathi, Rajesh, Ashish Kumar, Srinivasulu Harshavardhan Kendyala, Om Goel, Raghav Agarwal, and Shalu Jain. 2023. “Automating SAP Data Migration with Predictive Models for Higher Data Quality.” International Journal of Research in Modern Engineering and Emerging Technology (IJRMEET) 11(8):69. Retrieved October 17, 2024 (https://www.ijrmeet.org).
• Tirupathi, Rajesh, Sneha Aravind, Ashish Kumar, Satendra Pal Singh, Om Goel, and Punit Goel. 2023. "Improving Efficiency in SAP EPPM Through AI-Driven Resource Allocation Strategies." International Journal of Current Science (IJCSPUB) 13(4):572. Retrieved from (https://www.ijcspub.org).
• Das, Abhishek, Ramya Ramachandran, Imran Khan, Om Goel, Arpit Jain, and Lalit Kumar. 2023. "GDPR Compliance Resolution Techniques for Petabyte-Scale Data Systems." International Journal of Research in Modern Engineering and Emerging Technology (IJRMEET) 11(8):95.
• Das, Abhishek, Balachandar Ramalingam, Hemant Singh Sengar, Lalit Kumar, Satendra Pal Singh, and Punit Goel. 2023. "Designing Distributed Systems for On-Demand Scoring and Prediction Services." International Journal of Current Science 13(4):514. ISSN: 2250-1770. (https://www.ijcspub.org).
• Krishnamurthy, Satish, Abhijeet Bajaj, Priyank Mohan, Punit Goel, Satendra Pal Singh, and Arpit Jain. 2023. “Microservices Architecture in Cloud-Native Retail Solutions: Benefits and Challenges.” International Journal of Research in Modern Engineering and Emerging Technology (IJRMEET) 11(8):21. Retrieved October 17, 2024 (https://www.ijrmeet.org).
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• Krishna Kishor Tirupati, Siddhey Mahadik, Md Abul Khair, Om Goel, & Prof.(Dr.) Arpit Jain. (2022). Optimizing Machine Learning Models for Predictive Analytics in Cloud Environments. International Journal for Research Publication and Seminar, 13(5), 611–642. https://doi.org/10.36676/jrps.v13.i5.1530.
• Tirupati, Krishna Kishor, Pattabi Rama Rao Thumati, Pavan Kanchi, Raghav Agarwal, Om Goel, and Aman Shrivastav. 2022. “Best Practices for Automating Deployments Using CI/CD Pipelines in Azure.” International Journal of Computer Science and Engineering 11(1):141–164. ISSN (P): 2278–9960; ISSN (E): 2278–9979.
• Archit Joshi, Vishwas Rao Salunkhe, Shashwat Agrawal, Prof.(Dr) Punit Goel, & Vikhyat Gupta,. (2022). Optimizing Ad Performance Through Direct Links and Native Browser Destinations. International Journal for Research Publication and Seminar, 13(5), 538–571. https://doi.org/10.36676/jrps.v13.i5.1528.
• Sivaprasad Nadukuru, Rahul Arulkumaran, Nishit Agarwal, Prof.(Dr) Punit Goel, & Anshika Aggarwal. 2022. "Optimizing SAP Pricing Strategies with Vendavo and PROS Integration." International Journal for Research Publication and Seminar 13(5):572–610. https://doi.org/10.36676/jrps.v13.i5.1529.
• Nadukuru, Sivaprasad, Pattabi Rama Rao Thumati, Pavan Kanchi, Raghav Agarwal, and Om Goel. 2022. "Improving SAP SD Performance Through Pricing Enhancements and Custom Reports." International Journal of General Engineering and Technology (IJGET) 11(1):9–48.
• Nadukuru, Sivaprasad, Raja Kumar Kolli, Shanmukha Eeti, Punit Goel, Arpit Jain, and Aman Shrivastav. 2022. “Best Practices for SAP OTC Processes from Inquiry to Consignment.” International Journal of Computer Science and Engineering 11(1):141–164. ISSN (P): 2278–9960; ISSN (E): 2278–9979. © IASET.
• Pagidi, Ravi Kiran, Siddhey Mahadik, Shanmukha Eeti, Om Goel, Shalu Jain, and Raghav Agarwal. 2022. “Data Governance in Cloud Based Data Warehousing with Snowflake.” International Journal of Research in Modern Engineering and Emerging Technology (IJRMEET) 10(8):10. Retrieved from http://www.ijrmeet.org.
• Ravi Kiran Pagidi, Pramod Kumar Voola, Amit Mangal, Aayush Jain, Prof.(Dr) Punit Goel, & Dr. S P Singh. 2022. "Leveraging Azure Data Lake for Efficient Data Processing in Telematics." Universal Research Reports 9(4):643–674. https://doi.org/10.36676/urr.v9.i4.1397.
• Ravi Kiran Pagidi, Raja Kumar Kolli, Chandrasekhara Mokkapati, Om Goel, Dr. Shakeb Khan, & Prof.(Dr.) Arpit Jain. 2022. "Enhancing ETL Performance Using Delta Lake in Data Analytics Solutions." Universal Research Reports 9(4):473–495. https://doi.org/10.36676/urr.v9.i4.1381.
• Ravi Kiran Pagidi, Nishit Agarwal, Venkata Ramanaiah Chintha, Er. Aman Shrivastav, Shalu Jain, Om Goel. 2022. "Data Migration Strategies from On-Prem to Cloud with Azure Synapse." IJRAR - International Journal of Research and Analytical Reviews (IJRAR), E-ISSN 2348-1269, P- ISSN 2349-5138, Volume.9, Issue 3, Page No pp.308-323, August 2022. Available at: http://www.ijrar.org/IJRAR22C3165.pdf.
• Kshirsagar, Rajas Paresh, Nishit Agarwal, Venkata Ramanaiah Chintha, Er. Aman Shrivastav, Shalu Jain, & Om Goel. (2022). Real Time Auction Models for Programmatic Advertising Efficiency. Universal Research Reports, 9(4), 451–472. https://doi.org/10.36676/urr.v9.i4.1380
• Kshirsagar, Rajas Paresh, Shashwat Agrawal, Swetha Singiri, Akshun Chhapola, Om Goel, and Shalu Jain. (2022). "Revenue Growth Strategies through Auction Based Display Advertising." International Journal of Research in Modern Engineering and Emerging Technology, 10(8):30. Retrieved October 3, 2024 (http://www.ijrmeet.org).
• Phanindra Kumar, Venudhar Rao Hajari, Abhishek Tangudu, Raghav Agarwal, Shalu Jain, & Aayush Jain. (2022). Streamlining Procurement Processes with SAP Ariba: A Case Study. Universal Research Reports, 9(4), 603–620. https://doi.org/10.36676/urr.v9.i4.1395
• Kankanampati, Phanindra Kumar, Pramod Kumar Voola, Amit Mangal, Prof. (Dr) Punit Goel, Aayush Jain, and Dr. S.P. Singh. (2022). "Customizing Procurement Solutions for Complex Supply Chains: Challenges and Solutions." International Journal of Research in Modern Engineering and Emerging Technology (IJRMEET), 10(8):50. Retrieved (https://www.ijrmeet.org).
• Ravi Kiran Pagidi, Rajas Paresh Kshir-sagar, Phanindra Kumar Kankanampati, Er. Aman Shrivastav, Prof. (Dr) Punit Goel, & Om Goel. (2022). Leveraging Data Engineering Techniques for Enhanced Business Intelligence. Universal Research Reports, 9(4), 561–581. https://doi.org/10.36676/urr.v9.i4.1392
• Rajas Paresh Kshirsagar, Santhosh Vijayabaskar, Bipin Gajbhiye, Om Goel, Prof.(Dr.) Arpit Jain, & Prof.(Dr) Punit Goel. (2022). Optimizing Auction Based Programmatic Media Buying for Retail Media Networks. Universal Research Reports, 9(4), 675–716. https://doi.org/10.36676/urr.v9.i4.1398
• Phanindra Kumar, Shashwat Agrawal, Swetha Singiri, Akshun Chhapola, Om Goel, Shalu Jain. "The Role of APIs and Web Services in Modern Procurement Systems," IJRAR - International Journal of Research and Analytical Reviews (IJRAR), E-ISSN 2348-1269, P- ISSN 2349-5138, Volume 9, Issue 3, Page No pp.292-307, August 2022, Available at: http://www.ijrar.org/IJRAR22C3164.pdf
• Rajas Paresh Kshirsagar, Rahul Arulkumaran, Shreyas Mahimkar, Aayush Jain, Dr. Shakeb Khan, Prof.(Dr.) Arpit Jain. "Innovative Approaches to Header Bidding: The NEO Platform," IJRAR - International Journal of Research and Analytical Reviews (IJRAR), E-ISSN 2348-1269, P- ISSN 2349-5138, Volume 9, Issue 3, Page No pp.354-368, August 2022, Available at: http://www.ijrar.org/IJRAR22C3168.pdf
• Phanindra Kumar Kankanampati, Siddhey Mahadik, Shanmukha Eeti, Om Goel, Shalu Jain, & Raghav Agarwal. (2022). Enhancing Sourcing and Contracts Management Through Digital Transformation. Universal Research Reports, 9(4), 496–519. https://doi.org/10.36676/urr.v9.i4.1382
• Satish Vadlamani, Raja Kumar Kolli, Chandrasekhara Mokkapati, Om Goel, Dr. Shakeb Khan, & Prof.(Dr.) Arpit Jain. (2022). Enhancing Corporate Finance Data Management Using Databricks And Snowflake. Universal Research Reports, 9(4), 682–602. https://doi.org/10.36676/urr.v9.i4.1394
• Satish Vadlamani, Nanda Kishore Gannamneni, Vishwasrao Salunkhe, Pronoy Chopra, Er. Aman Shrivastav, Prof.(Dr) Punit Goel, & Om Goel. (2022). Enhancing Supply Chain Efficiency through SAP SD/OTC Integration in S/4 HANA. Universal Research Reports, 9(4), 621–642. https://doi.org/10.36676/urr.v9.i4.1396
• Satish Vadlamani, Shashwat Agrawal, Swetha Singiri, Akshun Chhapola, Om Goel, & Shalu Jain. (2022). Transforming Legacy Data Systems to Modern Big Data Platforms Using Hadoop. Universal Research Reports, 9(4), 426–450. https://urr.shodhsagar.com/index.php/j/article/view/1379
• Satish Vadlamani, Vishwasrao Salunkhe, Pronoy Chopra, Er. Aman Shrivastav, Prof.(Dr) Punit Goel, Om Goel. (2022). Designing and Implementing Cloud Based Data Warehousing Solutions. IJRAR - International Journal of Research and Analytical Reviews (IJRAR), 9(3), pp.324-337, August 2022. Available at: http://www.ijrar.org/IJRAR22C3166.pdf
• Nanda Kishore Gannamneni, Raja Kumar Kolli, Chandrasekhara, Dr. Shakeb Khan, Om Goel, Prof. (Dr.) Arpit Jain. "Effective Implementation of SAP Revenue Accounting and Reporting (RAR) in Financial Operations," IJRAR - International Journal of Research and Analytical Reviews (IJRAR), E-ISSN 2348-1269, P-ISSN 2349-5138, Volume 9, Issue 3, Page No pp.338-353, August 2022, Available at: http://www.ijrar.org/IJRAR22C3167.pdf
• Dave, Saurabh Ashwinikumar. (2022). Optimizing CICD Pipelines for Large Scale Enterprise Systems. International Journal of Computer Science and Engineering, 11(2), 267–290. doi: 10.5555/2278-9979.
• Vijayabaskar, Santhosh, Dignesh Kumar Khatri, Viharika Bhimanapati, Om Goel, and Arpit Jain. 2021. "Driving Efficiency and Cost Savings with Low-Code Platforms in Financial Services." International Research Journal of Modernization in Engineering Technology and Science 3(11):1534. doi: https://www.doi.org/10.56726/IRJMETS16990.
• Voola, Pramod Kumar, Krishna Gangu, Pandi Kirupa Gopalakrishna, Punit Goel, and Arpit Jain. 2021. "AI-Driven Predictive Models in Healthcare: Reducing Time-to-Market for Clinical Applications." International Journal of Progressive Research in Engineering Management and Science 1(2):118-129. doi:10.58257/IJPREMS11.
• Salunkhe, Vishwasrao, Dasaiah Pakanati, Harshita Cherukuri, Shakeb Khan, and Arpit Jain. 2021. "The Impact of Cloud Native Technologies on Healthcare Application Scalability and Compliance." International Journal of Progressive Research in Engineering Management and Science 1(2):82-95. DOI: https://doi.org/10.58257/IJPREMS13.
• Kumar Kodyvaur Krishna Murthy, Saketh Reddy Cheruku, S P Singh, and Om Goel. 2021. "Conflict Management in Cross-Functional Tech Teams: Best Practices and Lessons Learned from the Healthcare Sector." International Research Journal of Modernization in Engineering Technology and Science 3(11). doi: https://doi.org/10.56726/IRJMETS16992.
• Salunkhe, Vishwasrao, Aravind Ayyagari, Aravindsundeep Musunuri, Arpit Jain, and Punit Goel. 2021. "Machine Learning in Clinical Decision Support: Applications, Challenges, and Future Directions." International Research Journal of Modernization in Engineering, Technology and Science 3(11):1493. DOI: https://doi.org/10.56726/IRJMETS16993.
• Agrawal, Shashwat, Pattabi Rama Rao Thumati, Pavan Kanchi, Shalu Jain, and Raghav Agarwal. 2021. "The Role of Technology in Enhancing Supplier Relationships." International Journal of Progressive Research in Engineering Management and Science 1(2):96-106. doi:10.58257/IJPREMS14.
• Mahadik, Siddhey, Raja Kumar Kolli, Shanmukha Eeti, Punit Goel, and Arpit Jain. 2021. "Scaling Startups through Effective Product Management." International Journal of Progressive Research in Engineering Management and Science 1(2):68-81. doi:10.58257/IJPREMS15.
• Mahadik, Siddhey, Krishna Gangu, Pandi Kirupa Gopalakrishna, Punit Goel, and S. P. Singh. 2021. "Innovations in AI-Driven Product Management." International Research Journal of Modernization in Engineering, Technology and Science 3(11):1476. https://doi.org/10.56726/IRJMETS16994.
• Agrawal, Shashwat, Abhishek Tangudu, Chandrasekhara Mokkapati, Dr. Shakeb Khan, and Dr. S. P. Singh. 2021. "Implementing Agile Methodologies in Supply Chain Management." International Research Journal of Modernization in Engineering, Technology and Science 3(11):1545. doi: https://www.doi.org/10.56726/IRJMETS16989.
• Arulkumaran, Rahul, Shreyas Mahimkar, Sumit Shekhar, Aayush Jain, and Arpit Jain. 2021. "Analyzing Information Asymmetry in Financial Markets Using Machine Learning." International Journal of Progressive Research in Engineering Management and Science 1(2):53-67. doi:10.58257/IJPREMS16.
• Arulkumaran, Dasaiah Pakanati, Harshita Cherukuri, Shakeb Khan, and Arpit Jain. 2021. “Gamefi Integration Strategies for Omnichain NFT Projects.” International Research Journal of Modernization in Engineering, Technology and Science 3(11). doi: https://www.doi.org/10.56726/IRJMETS16995.
• Sandhyarani Ganipaneni, Phanindra Kumar Kankanampati, Abhishek Tangudu, Om Goel, Pandi Kirupa Gopalakrishna, & Dr Prof.(Dr.) Arpit Jain. (2020). Innovative Uses of OData Services in Modern SAP Solutions. International Journal for Research Publication and Seminar, 11(4), 340–355. https://doi.org/10.36676/jrps.v11.i4.1585
• Saurabh Ashwinikumar Dave, Nanda Kishore Gannamneni, Bipin Gajbhiye, Raghav Agarwal, Shalu Jain, & Pandi Kirupa Gopalakrishna. (2020). Designing Resilient Multi-Tenant Architectures in Cloud Environments. International Journal for Research Publication and Seminar, 11(4), 356–373. https://doi.org/10.36676/jrps.v11.i4.1586
• Rakesh Jena, Sivaprasad Nadukuru, Swetha Singiri, Om Goel, Dr. Lalit Kumar, & Prof.(Dr.) Arpit Jain. (2020). Leveraging AWS and OCI for Optimized Cloud Database Management. International Journal for Research Publication and Seminar, 11(4), 374–389. https://doi.org/10.36676/jrps.v11.i4.1587
• Dandu, Murali Mohana Krishna, Pattabi Rama Rao Thumati, Pavan Kanchi, Raghav Agarwal, Om Goel, and Er. Aman Shrivastav. (2021). "Scalable Recommender Systems with Generative AI." International Research Journal of Modernization in Engineering, Technology and Science 3(11):1557. https://doi.org/10.56726/IRJMETS17269.
• Sivasankaran, Vanitha, Balasubramaniam, Dasaiah Pakanati, Harshita Cherukuri, Om Goel, Shakeb Khan, and Aman Shrivastav. 2021. "Enhancing Customer Experience Through Digital Transformation Projects." International Journal of Research in Modern Engineering and Emerging Technology (IJRMEET) 9(12):20. Retrieved September 27, 2024 (https://www.ijrmeet.org).