Optimization of Cloud Data Solutions in Retail Analytics

Sunil Gudavalli ¹, Digneshkumar Khatri², Sowmith Daram³, ​Dr. Sanjouli Kaushik⁴, Prof. (Dr) Sangeet Vashishtha⁵ & Aravind Ayyagari ⁶

¹Jawaharlal Nehru Technological University, Hyderabad
Kukatpally, Hyderabad – 500 085, Telangana, India

 gudavallisunil4@gmail.com
²gujarat University Ahmedabad – 382443 Gujarat, India

 dignesheb1a@gmail.com

 ³University Of Houston, Tx 77004, United States

 sowmith.daram@gmail.com

 ⁴​Dr. Sanjouli Kaushik Research Supervisor ,
MAHGU, Uttarakhand , sanjolikaushik8@gmail.com ⁵IIMT University, Meerut, India
​sangeet83@gmail.com

 ⁶ Wichita State University, Dr, Dublin, CA, 94568, USA, aayyagarieb1@gmail.com

Abstract

The rapid evolution of technology and the increasing volume of data generated in the retail sector have necessitated the adoption of cloud data solutions for efficient data management and analytics. This research paper explores the optimization of cloud data solutions specifically tailored for retail analytics, aiming to enhance decision-making processes, improve operational efficiency, and provide a better understanding of consumer behavior. The study addresses the challenges faced by retailers in managing vast datasets, including data integration, storage costs, and real-time data processing.

With the advent of cloud computing, retailers can leverage scalable and flexible infrastructure to manage their data needs effectively. However, the optimization of these cloud solutions remains a critical concern, especially in terms of balancing cost, performance, and data security. This paper presents a comprehensive review of existing cloud data architectures and frameworks employed in retail analytics, highlighting their advantages and limitations. By synthesizing insights from recent literature, this study identifies key areas where optimization efforts can yield significant benefits.

To empirically investigate the optimization strategies, a simulated experiment was conducted utilizing a cloud-based analytics platform. The experiment involved the integration of various data sources, including point-of-sale transactions, customer interactions, and inventory levels, to create a unified dataset. Various optimization techniques, including data compression algorithms, load balancing methods, and real-time data streaming, were implemented to assess their impact on data processing speed and analytical accuracy.

The results demonstrate that optimized cloud data solutions can significantly enhance the performance of retail analytics systems. Specifically, the implementation of data compression techniques resulted in a 30% reduction in storage costs while maintaining data integrity and accessibility. Additionally, load balancing methods improved system responsiveness, reducing data processing times by up to 40%. The findings underscore the importance of adopting a multi-faceted approach to cloud data optimization, considering both technical and organizational factors.

Moreover, this research highlights the role of machine learning algorithms in refining predictive analytics within retail. By employing advanced analytics tools in conjunction with optimized cloud solutions, retailers can gain deeper insights into customer preferences and market trends, ultimately leading to more informed business strategies. The study also discusses the implications of data security and privacy in cloud environments, emphasizing the need for robust governance frameworks to protect sensitive customer information.

In conclusion, this research contributes to the existing body of knowledge by providing a structured approach to optimizing cloud data solutions in the retail analytics domain. The insights gained from the simulated experiment offer practical guidance for retail practitioners seeking to enhance their data analytics capabilities. Future research directions are proposed, focusing on the integration of emerging technologies such as artificial intelligence and the Internet of Things (IoT) to further refine optimization strategies in cloud data solutions. This paper serves as a valuable resource for both academics and industry professionals aiming to harness the potential of cloud computing in driving retail analytics innovation.

Keywords

Cloud Optimization, Data Solutions, Retail Analytics, Scalability, Data Integration, Cost Efficiency, Real-time Insights, Big Data Processing

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• Joshi, Archit, Raja Kumar Kolli, Shanmukha Eeti, Punit Goel, Arpit Jain, and Alok Gupta. 2023. “MVVM in Android UI Libraries: A Case Study of Rearchitecting Messaging SDKs.” International Journal of Progressive Research in Engineering Management and Science 3(12):444-459. https://doi.org/10.58257/IJPREMS32376.
• Tirupati, Krishna Kishor, Shreyas Mahimkar, Sumit Shekhar, Om Goel, Arpit Jain, and Alok Gupta. 2023. “Advanced Techniques for Data Integration and Management Using Azure Logic Apps and ADF.” International Journal of Progressive Research in Engineering Management and Science 3(12):460–475. doi: https://www.doi.org/10.58257/IJPREMS32371.
• Sivaprasad Nadukuru, Archit Joshi, Shalu Jain, Krishna Kishor Tirupati, & Akshun Chhapola. 2023. “Advanced Techniques in SAP SD Customization for Pricing and Billing.” Innovative Research Thoughts 9(1):421–449. https://doi.org/10.36676/irt.v9.i1.1496.
• Sivaprasad Nadukuru, Dr S P Singh, Shalu Jain, Om Goel, & Raghav Agarwal. 2023. “Implementing SAP Hybris for E-commerce Solutions in Global Enterprises.” Universal Research Reports 10(2):639–675. https://doi.org/10.36676/urr.v10.i2.1374.
• Nadukuru, Sivaprasad, Venkata Ramanaiah Chintha, Vishesh Narendra Pamadi, Punit Goel, Vikhyat Gupta, and Om Goel. 2023. “SAP Pricing Procedures Configuration and Optimization Strategies.” International Journal of Progressive Research in Engineering Management and Science 3(12):428–443. doi: https://www.doi.org/10.58257/IJPREMS32370.
• Pagidi, Ravi Kiran, Shashwat Agrawal, Swetha Singiri, Akshun Chhapola, Om Goel, and Shalu Jain. 2023. “Real-Time Data Processing with Azure Event Hub and Streaming Analytics.” International Journal of General Engineering and Technology (IJGET) 12(2):1–24.
• Pagidi, Ravi Kiran, Jaswanth Alahari, Aravind Ayyagari, Punit Goel, Arpit Jain, and Aman Shrivastav. 2023. “Building Business Intelligence Dashboards with Power BI and Snowflake.” International Journal of Progressive Research in Engineering Management and Science (IJPREMS) 3(12):523-541. DOI: https://www.doi.org/10.58257/IJPREMS32316.
• Pagidi, Ravi Kiran, Santhosh Vijayabaskar, Bipin Gajbhiye, Om Goel, Arpit Jain, and Punit Goel. 2023. “Real Time Data Ingestion and Transformation in Azure Data Platforms.” International Research Journal of Modernization in Engineering, Technology and Science 5(11):1-12. doi:10.56726/IRJMETS46860.
• Kankanampati, Phanindra Kumar, Santhosh Vijayabaskar, Bipin Gajbhiye, Om Goel, Arpit Jain, and Punit Goel. 2023. “Optimizing Spend Management with SAP Ariba and S4 HANA Integration.” International Journal of General Engineering and Technology (IJGET) 12(2):1–24.
• Kshirsagar, Rajas Paresh, Vishwasrao Salunkhe, Pronoy Chopra, Aman Shrivastav, Punit Goel, and Om Goel. 2023. “Enhancing Self-Service Ad Platforms with Homegrown Ad Stacks: A Case Study.” International Journal of General Engineering and Technology 12(2):1–24.
• Kshirsagar, Rajas Paresh, Pagidi, Ravi Kiran, Phanindra Kumar Kankanampati, Raghav Agarwal, Shalu Jain, and Aayush Jain. 2023. “Implementing Advanced Analytics for Real-Time Decision Making in Enterprise Systems.” International Journal of Electronics and Communication Engineering (IJECE).
• Kshirsagar, Rajas Paresh, Venudhar Rao Hajari, Abhishek Tangudu, Raghav Agarwal, Shalu Jain, and Aayush Jain. 2023. “Improving Media Buying Cycles Through Advanced Data Analytics.” International Journal of Progressive Research in Engineering Management and Science (IJPREMS) 3(12):542–558. Retrieved (https://www.ijprems.com).
• Kshirsagar, Rajas Paresh, Jaswanth Alahari, Aravind Ayyagari, Punit Goel, Arpit Jain, and Aman Shrivastav. 2023. “Cross Functional Leadership in Product Development for Programmatic Advertising Platforms.” International Research Journal of Modernization in Engineering Technology and Science 5(11):1-15. doi: https://www.doi.org/10.56726/IRJMETS46861.
• Kankanampati, Phanindra Kumar, Nishit Agarwal, Venkata Ramanaiah Chintha, Aman Shrivastav, Shalu Jain, and Om Goel. (2023). “Ensuring Compliance in Global Procurement with Third Party Tax Solutions Integration.” International Journal of Progressive Research in Engineering Management and Science 3(12):488-505. doi: https://www.doi.org/10.58257/IJPREMS32319.
• Kankanampati, Phanindra Kumar, Raja Kumar Kolli, Chandrasekhara Mokkapati, Om Goel, Shakeb Khan, and Arpit Jain. (2023). “Agile Methodologies in Procurement Solution Design Best Practices.” International Research Journal of Modernization in Engineering, Technology and Science 5(11). doi: https://www.doi.org/10.56726/IRJMETS46859.
• Vadlamani, Satish, Jaswanth Alahari, Aravind Ayyagari, Punit Goel, Arpit Jain, and Aman Shrivastav. (2023). “Optimizing Data Integration Across Disparate Systems with Alteryx and Informatica.” International Journal of General Engineering and Technology 12(2):1–24.
• Vadlamani, Satish, Phanindra Kumar Kankanampati, Punit Goel, Arpit Jain, and Vikhyat Gupta. (2023). “Enhancing Business Intelligence Through Advanced Data Analytics and Real-Time Processing.” International Journal of Electronics and Communication Engineering (IJECE) 12(2):1–20.
• Gannamneni, Nanda Kishore, Siddhey Mahadik, Shanmukha Eeti, Om Goel, Shalu Jain, and Raghav Agarwal. (2023). “Leveraging SAP GTS for Compliance Management in Global Trade Operations.” International Journal of General Engineering and Technology (IJGET) 12(2):1–24.
• Vadlamani, Satish, Nishit Agarwal, Venkata Ramanaiah Chintha, Er. Aman Shrivastav, Shalu Jain, and Om Goel. (2023). “Cross Platform Data Migration Strategies for Enterprise Data Warehouses.” International Research Journal of Modernization in Engineering, Technology and Science 5(11):1-10. https://doi.org/10.56726/IRJMETS46858.
• Gannamneni, Nanda Kishore, Pramod Kumar Voola, Amit Mangal, Punit Goel, and S. P. Singh. 2023. “Implementing SAP S/4 HANA Credit Management: A Roadmap for Financial and Sales Teams.” International Research Journal of Modernization in Engineering Technology and Science, 5(11). DOI: https://doi.org/10.56726/IRJMETS46857
• Gannamneni, Nanda Kishore, Bipin Gajbhiye, Santhosh Vijayabaskar, Om Goel, Arpit Jain, and Punit Goel. 2023. “Challenges and Solutions in Global Rollout Projects Using Agile Methodology in SAP SD/OTC.” International Journal of Progressive Research in Engineering Management and Science (IJPREMS), 3(12):476-487. doi: https://www.doi.org/10.58257/IJPREMS32323.
• Dave, Arth, Jaswanth Alahari, Aravind Ayyagari, Punit Goel, Arpit Jain, and Aman Shrivastav. 2023. “Privacy Concerns and Solutions in Personalized Advertising on Digital Platforms.” International Journal of General Engineering and Technology, 12(2):1–24. IASET. ISSN (P): 2278–9928; ISSN (E): 2278–9936.
• 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).

• 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 https://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 (https://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).
• Balasubramaniam, Vanitha Sivasankaran, Raja Kumar Kolli, Shanmukha Eeti, Punit Goel, Arpit Jain, and Aman Shrivastav. 2021. “Using Data Analytics for Improved Sales and Revenue Tracking in Cloud Services.” International Research Journal of Modernization in Engineering, Technology and Science 3(11):1608. doi:10.56726/IRJMETS17274.
• Joshi, Archit, Pattabi Rama Rao Thumati, Pavan Kanchi, Raghav Agarwal, Om Goel, and Dr. Alok Gupta. 2021. “Building Scalable Android Frameworks for Interactive Messaging.” International Journal of Research in Modern Engineering and Emerging Technology (IJRMEET) 9(12):49. Retrieved from www.ijrmeet.org.
• Joshi, Archit, Shreyas Mahimkar, Sumit Shekhar, Om Goel, Arpit Jain, and Aman Shrivastav. 2021. “Deep Linking and User Engagement Enhancing Mobile App Features.” International Research Journal of Modernization in Engineering, Technology, and Science 3(11): Article 1624. https://doi.org/10.56726/IRJMETS17273.
• Tirupati, Krishna Kishor, Raja Kumar Kolli, Shanmukha Eeti, Punit Goel, Arpit Jain, and S. P. Singh. 2021. “Enhancing System Efficiency Through PowerShell and Bash Scripting in Azure Environments.” International Journal of Research in Modern Engineering and Emerging Technology (IJRMEET) 9(12):77. Retrieved from https://www.ijrmeet.org.
• Tirupati, Krishna Kishor, Venkata Ramanaiah Chintha, Vishesh Narendra Pamadi, Prof. Dr. Punit Goel, Vikhyat Gupta, and Er. Aman Shrivastav. 2021. “Cloud Based Predictive Modeling for Business Applications Using Azure.” International Research Journal of Modernization in Engineering, Technology and Science 3(11):1575. https://www.doi.org/10.56726/IRJMETS17271.
• Nadukuru, Sivaprasad, Fnu Antara, Pronoy Chopra, A. Renuka, Om Goel, and Er. Aman Shrivastav. 2021. “Agile Methodologies in Global SAP Implementations: A Case Study Approach.” International Research Journal of Modernization in Engineering Technology and Science 3(11). DOI: https://www.doi.org/10.56726/IRJMETS17272.
• Nadukuru, Sivaprasad, Shreyas Mahimkar, Sumit Shekhar, Om Goel, Prof. (Dr) Arpit Jain, and Prof. (Dr) Punit Goel. 2021. “Integration of SAP Modules for Efficient Logistics and Materials Management.” International Journal of Research in Modern Engineering and Emerging Technology (IJRMEET) 9(12):96. Retrieved from https://www.ijrmeet.org.
• Rajas Paresh Kshirsagar, Raja Kumar Kolli, Chandrasekhara Mokkapati, Om Goel, Dr. Shakeb Khan, & Prof.(Dr.) Arpit Jain. (2021). Wireframing Best Practices for Product Managers in Ad Tech. Universal Research Reports, 8(4), 210–229. https://doi.org/10.36676/urr.v8.i4.1387 Phanindra Kumar Kankanampati, Rahul Arulkumaran, Shreyas Mahimkar, Aayush Jain, Dr. Shakeb Khan, & Prof.(Dr.) Arpit Jain. (2021). Effective Data Migration Strategies for Procurement Systems in SAP Ariba. Universal Research Reports, 8(4), 250–267. https://doi.org/10.36676/urr.v8.i4.1389
• Nanda Kishore Gannamneni, Jaswanth Alahari, Aravind Ayyagari, Prof.(Dr) Punit Goel, Prof.(Dr.) Arpit Jain, & Aman Shrivastav. (2021). Integrating SAP SD with Third-Party Applications for Enhanced EDI and IDOC Communication. Universal Research Reports, 8(4), 156–168. https://doi.org/10.36676/urr.v8.i4.1384
• Satish Vadlamani, Siddhey Mahadik, Shanmukha Eeti, Om Goel, Shalu Jain, & Raghav Agarwal. (2021). Database Performance Optimization Techniques for Large-Scale Teradata Systems. Universal Research Reports, 8(4), 192–209. https://doi.org/10.36676/urr.v8.i4.1386
• Nanda Kishore Gannamneni, Jaswanth Alahari, Aravind Ayyagari, Prof. (Dr.) Punit Goel, Prof. (Dr.) Arpit Jain, & Aman Shrivastav. (2021). “Integrating SAP SD with Third-Party Applications for Enhanced EDI and IDOC Communication.” Universal Research Reports, 8(4), 156–168. https://doi.org/10.36676/urr.v8.i4.1384
• https://www.evonence.com/blog/google-cloud-data-analytics-benefits-for-retail-industry