Performance Tuning in Power BI and SQL: Enhancing Query Efficiency and Data Load Times

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Published: Aug 1, 2024
Keywords:
Performance tuning, Power BI, SQL optimization, query efficiency, data load times, DAX functions, ata model optimization, indexing, partitioning, report design

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Dinesh Nayak Banoth
Cleveland State University, Cleveland, Ohio 44115, US
Rakesh Jena
Biju Patnaik University of Technology, Rourkela, Bhubaneswar, Odisha 751024
Satish Vadlamani
Osmania University ,Amberpet, Hyderabad, Telangana State, India
Dr. Lalit Kumar
Asso. Prof, Dept. of Computer Application IILM University Greater Noida
Prof. (Dr) Punit Goel
Maharaja Agrasen Himalayan Garhwal University, Uttarakhand,
Dr S P Singh
Ex-Dean, Gurukul Kangri University, Haridwar, Uttarakhand

Abstract

In the realm of data analytics, Power BI and SQL serve as essential tools for businesses aiming to derive actionable insights from their data. However, as datasets grow in complexity and volume, the efficiency of queries and the speed of data loading become critical factors affecting overall performance. This paper explores advanced performance tuning techniques for both Power BI and SQL, focusing on enhancing query efficiency and minimizing data load times. We investigate key strategies, including the optimization of data models, effective use of DAX (Data Analysis Expressions) functions, and the implementation of indexing and partitioning in SQL databases. Additionally, we analyze the impact of data source configurations and the importance of using best practices in report design to improve user experience. By conducting empirical tests and case studies, we illustrate how these tuning methods can lead to significant improvements in report rendering times and user interactions. Ultimately, our findings emphasize the need for a holistic approach to performance tuning, combining technical optimizations with best practices in data management. This research provides valuable insights for data professionals seeking to enhance the efficiency of their Power BI reports and SQL queries, ensuring that organizations can make data-driven decisions swiftly and effectively. The outcomes of this study not only contribute to the field of business intelligence but also pave the way for future research on optimizing analytics platforms.

Article Details

How to Cite
Banoth, D. N., Jena, R., Vadlamani, S., Kumar, D. L., Goel, P. (Dr) P., & Singh, D. S. P. (2024). Performance Tuning in Power BI and SQL: Enhancing Query Efficiency and Data Load Times. Journal of Quantum Science and Technology (JQST), 1(3), Aug(165–183). Retrieved from https://jqst.org/index.php/j/article/view/113
Issue
Vol. 1 No. 3 (2024): Special Issue July-Sep 2024
Section
Original Research Articles
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References

• Bhosale, R. A., & Patil, R. D. (2016). Enhancing SQL query performance using advanced optimization techniques. International Journal of Computer Applications, 140(3), 1-6. doi:10.5120/18448-6505

• Zhao, Y., & Huang, Q. (2017). Analyzing data warehousing performance: The impact of schema design. Journal of Database Management, 28(2), 25-45. doi:10.4018/JDM.2017040103

• Le, H. T., Nguyen, T. T., & Pham, T. A. (2018). Performance benchmarking of Power BI: Evaluating performance degradation with large datasets. Journal of Business Intelligence, 14(1), 45-60. doi:10.2139/ssrn.3071250

• Nguyen, T. T., & Tran, L. H. (2019). DAX performance analysis: Best practices for optimizing Power BI reports. International Journal of Information Technology, 11(2), 453-462. doi:10.1007/s41870-019-00213-5

• Rodriguez, J., & Singh, A. (2020). Effective SQL indexing strategies for improving database performance. Computer Science Review, 38, 100-112. doi:10.1016/j.cosrev.2020.100250

• Singh, R., & Jain, P. (2021). Table partitioning in SQL Server: An approach for performance enhancement. International Journal of Cloud Computing and Services Science, 10(2), 45-57. doi:10.11591/ijccs.v10i2.8884

• Kumar, A., & Verma, S. (2021). Optimization techniques in Power BI: Enhancing report performance through visual management. Journal of Data Science, 19(3), 221-233. doi:10.6339/JDS.202109_19(3).0005

• Patel, S. R., & Desai, K. (2022). Efficient data modeling practices in Power BI for improved performance. Data Science and Analytics, 5(1), 75-90. doi:10.1007/s41046-022-00234-x

• Chen, W., & Zhao, X. (2022). The role of caching mechanisms in enhancing Power BI performance. Journal of Business Analytics, 5(4), 320-335. doi:10.1080/25732338.2022.2034687

• Alam, M., & Sethi, S. (2023). Performance monitoring tools for SQL databases: A comprehensive evaluation. International Journal of Computer Applications, 196(1), 15-25. doi:10.5120/ijca2023912261

• Cherukuri, H., Singh, S. P., & Vashishtha, S. (2020). Proactive issue resolution with advanced analytics in financial services. The International Journal of Engineering Research, 7(8), a1-a13. [Link](tijer tijer/viewpaperforall.php?paper=TIJER2008001)

• Eeti, E. S., Jain, E. A., & Goel, P. (2020). Implementing data quality checks in ETL pipelines: Best practices and tools. International Journal of Computer Science and Information Technology, 10(1), 31-42. [Link](rjpn ijcspub/papers/IJCSP20B1006.pdf)

• Sumit Shekhar, SHALU JAIN, DR. POORNIMA TYAGI, "Advanced Strategies for Cloud Security and Compliance: A Comparative Study," IJRAR - International Journal of Research and Analytical Reviews (IJRAR), E-ISSN 2348-1269, P- ISSN 2349-5138, Volume.7, Issue 1, Page No pp.396-407, January 2020, Available at: [IJRAR](http://www.ijrar IJRAR19S1816.pdf)

• VENKATA RAMANAIAH CHINTHA, PRIYANSHI, PROF.(DR) SANGEET VASHISHTHA, "5G Networks: Optimization of Massive MIMO", IJRAR - International Journal of Research and Analytical Reviews (IJRAR), E-ISSN 2348-1269, P- ISSN 2349-5138, Volume.7, Issue 1, Page No pp.389-406, February-2020. Available at: IJRAR19S1815.pdf

• "Effective Strategies for Building Parallel and Distributed Systems", International Journal of Novel Research and Development, ISSN:2456-4184, Vol.5, Issue 1, pp.23-42, January-2020. Available at: IJNRD2001005.pdf

• "Comparative Analysis OF GRPC VS. ZeroMQ for Fast Communication", International Journal of Emerging Technologies and Innovative Research, ISSN:2349-5162, Vol.7, Issue 2, pp.937-951, February-2020. Available at: JETIR2002540.pdf

• Shyamakrishna Siddharth Chamarthy, Murali Mohana Krishna Dandu, Raja Kumar Kolli, Dr. Satendra Pal Singh, Prof. (Dr.) Punit Goel, & Om Goel. (2020). "Machine Learning Models for Predictive Fan Engagement in Sports Events." International Journal for Research Publication and Seminar, 11(4), 280–301. https://doi.org/10.36676/jrps.v11.i4.1582

• Ashvini Byri, Satish Vadlamani, Ashish Kumar, Om Goel, Shalu Jain, & Raghav Agarwal. (2020). Optimizing Data Pipeline Performance in Modern GPU Architectures. International Journal for Research Publication and Seminar, 11(4), 302–318. https://doi.org/10.36676/jrps.v11.i4.1583

• Indra Reddy Mallela, Sneha Aravind, Vishwasrao Salunkhe, Ojaswin Tharan, Prof.(Dr) Punit Goel, & Dr Satendra Pal Singh. (2020). Explainable AI for Compliance and Regulatory Models. International Journal for Research Publication and Seminar, 11(4), 319–339. https://doi.org/10.36676/jrps.v11.i4.1584

• 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

• Building and Deploying Microservices on Azure: Techniques and Best Practices. International Journal of Novel Research and Development, Vol.6, Issue 3, pp.34-49, March 2021. [Link](http://www.ijnrd papers/IJNRD2103005.pdf)

• Optimizing Cloud Architectures for Better Performance: A Comparative Analysis. International Journal of Creative Research Thoughts, Vol.9, Issue 7, pp.g930-g943, July 2021. [Link](http://www.ijcrt papers/IJCRT2107756.pdf)

• Configuration and Management of Technical Objects in SAP PS: A Comprehensive Guide. The International Journal of Engineering Research, Vol.8, Issue 7, 2021. [Link](http://tijer tijer/papers/TIJER2107002.pdf)

• Pakanati, D., Goel, B., & Tyagi, P. (2021). Troubleshooting common issues in Oracle Procurement Cloud: A guide. International Journal of Computer Science and Public Policy, 11(3), 14-28. [Link](rjpn ijcspub/viewpaperforall.php?paper=IJCSP21C1003)

• Cherukuri, H., Goel, E. L., & Kushwaha, G. S. (2021). Monetizing financial data analytics: Best practice. International Journal of Computer Science and Publication (IJCSPub), 11(1), 76-87. [Link](rjpn ijcspub/viewpaperforall.php?paper=IJCSP21A1011)

• Kolli, R. K., Goel, E. O., & Kumar, L. (2021). Enhanced network efficiency in telecoms. International Journal of Computer Science and Programming, 11(3), Article IJCSP21C1004. [Link](rjpn ijcspub/papers/IJCSP21C1004.pdf)

• Eeti, S., Goel, P. (Dr.), & Renuka, A. (2021). Strategies for migrating data from legacy systems to the cloud: Challenges and solutions. TIJER (The International Journal of Engineering Research, 8(10), a1-a11. [Link](tijer tijer/viewpaperforall.php?paper=TIJER2110001)

• SHANMUKHA EETI, DR. AJAY KUMAR CHAURASIA, DR. TIKAM SINGH. (2021). Real-Time Data Processing: An Analysis of PySpark's Capabilities. IJRAR - International Journal of Research and Analytical Reviews, 8(3), pp.929-939. [Link](ijrar IJRAR21C2359.pdf)

• Mahimkar, E. S. (2021). "Predicting crime locations using big data analytics and Map-Reduce techniques," The International Journal of Engineering Research, 8(4), 11-21. TIJER

• "Analysing TV Advertising Campaign Effectiveness with Lift and Attribution Models," International Journal of Emerging Technologies and Innovative Research (JETIR), Vol.8, Issue 9, e365-e381, September 2021. [JETIR](http://www.jetir papers/JETIR2109555.pdf)

• SHREYAS MAHIMKAR, LAGAN GOEL, DR.GAURI SHANKER KUSHWAHA, "Predictive Analysis of TV Program Viewership Using Random Forest Algorithms," IJRAR - International Journal of Research and Analytical Reviews (IJRAR), Volume.8, Issue 4, pp.309-322, October 2021. [IJRAR](http://www.ijrar IJRAR21D2523.pdf)

• "Implementing OKRs and KPIs for Successful Product Management: A Case Study Approach," International Journal of Emerging Technologies and Innovative Research (JETIR), Vol.8, Issue 10, pp.f484-f496, October 2021. [JETIR](http://www.jetir papers/JETIR2110567.pdf)

• Shekhar, E. S. (2021). Managing multi-cloud strategies for enterprise success: Challenges and solutions. The International Journal of Emerging Research, 8(5), a1-a8. TIJER2105001.pdf

• VENKATA RAMANAIAH CHINTHA, OM GOEL, DR. LALIT KUMAR, "Optimization Techniques for 5G NR Networks: KPI Improvement", International Journal of Creative Research Thoughts (IJCRT), Vol.9, Issue 9, pp.d817-d833, September 2021. Available at: IJCRT2109425.pdf

• VISHESH NARENDRA PAMADI, DR. PRIYA PANDEY, OM GOEL, "Comparative Analysis of Optimization Techniques for Consistent Reads in Key-Value Stores", IJCRT, Vol.9, Issue 10, pp.d797-d813, October 2021. Available at: IJCRT2110459.pdf

• Chintha, E. V. R. (2021). DevOps tools: 5G network deployment efficiency. The International Journal of Engineering Research, 8(6), 11-23. TIJER2106003.pdf

• Pamadi, E. V. N. (2021). Designing efficient algorithms for MapReduce: A simplified approach. TIJER, 8(7), 23-37. [View Paper](tijer tijer/viewpaperforall.php?paper=TIJER2107003)

• Antara, E. F., Khan, S., & Goel, O. (2021). Automated monitoring and failover mechanisms in AWS: Benefits and implementation. International Journal of Computer Science and Programming, 11(3), 44-54. [View Paper](rjpn ijcspub/viewpaperforall.php?paper=IJCSP21C1005)

• Antara, F. (2021). Migrating SQL Servers to AWS RDS: Ensuring High Availability and Performance. TIJER, 8(8), a5-a18. [View Paper](tijer tijer/viewpaperforall.php?paper=TIJER2108002)

• Chopra, E. P. (2021). Creating live dashboards for data visualization: Flask vs. React. The International Journal of Engineering Research, 8(9), a1-a12. TIJER

• Daram, S., Jain, A., & Goel, O. (2021). Containerization and orchestration: Implementing OpenShift and Docker. Innovative Research Thoughts, 7(4). DOI

• Chinta, U., Aggarwal, A., & Jain, S. (2021). Risk management strategies in Salesforce project delivery: A case study approach. Innovative Research Thoughts, 7(3). https://doi.org/10.36676/irt.v7.i3.1452

• UMABABU CHINTA, PROF.(DR.) PUNIT GOEL, UJJAWAL JAIN, "Optimizing Salesforce CRM for Large Enterprises: Strategies and Best Practices", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.9, Issue 1, pp.4955-4968, January 2021. http://www.ijcrt.org/papers/IJCRT2101608.pdf

• Bhimanapati, V. B. R., Renuka, A., & Goel, P. (2021). Effective use of AI-driven third-party frameworks in mobile apps. Innovative Research Thoughts, 7(2). https://doi.org/10.36676/irt.v07.i2.1451

• Alahari, Jaswanth, Dheerender Thakur, Punit Goel, Venkata Ramanaiah Chintha, and Raja Kumar Kolli. 2022. "Enhancing iOS Application Performance through Swift UI: Transitioning from Objective-C to Swift." International Journal for Research Publication & Seminar 13(5):312. https://doi.org/10.36676/jrps.v13.i5.1504.

• Alahari, Jaswanth, Dheerender Thakur, Er. Kodamasimham Krishna, S. P. Singh, and Punit Goel. 2022. "The Role of Automated Testing Frameworks in Reducing Mobile Application Bugs." International Journal of Computer Science and Engineering (IJCSE) 11(2):9–22.

• Vijayabaskar, Santhosh, Dheerender Thakur, Er. Kodamasimham Krishna, Prof. (Dr.) Punit Goel, and Prof. (Dr.) Arpit Jain. 2022. "Implementing CI/CD Pipelines in Financial Technology to Accelerate Development Cycles." International Journal of Computer Science and Engineering 11(2):9-22.

• Vijayabaskar, Santhosh, Shreyas Mahimkar, Sumit Shekhar, Shalu Jain, and Raghav Agarwal. 2022. "The Role of Leadership in Driving Technological Innovation in Financial Services." International Journal of Creative Research Thoughts 10(12). ISSN: 2320-2882. https://ijcrt.org/download.php?file=IJCRT2212662.pdf.

• Alahari, Jaswanth, Raja Kumar Kolli, Shanmukha Eeti, Shakeb Khan, and Prachi Verma. 2022. "Optimizing iOS User Experience with SwiftUI and UIKit: A Comprehensive Analysis." International Journal of Creative Research Thoughts (IJCRT) 10(12): f699.

• Voola, Pramod Kumar, Umababu Chinta, Vijay Bhasker Reddy Bhimanapati, Om Goel, and Punit Goel. 2022. "AI-Powered Chatbots in Clinical Trials: Enhancing Patient-Clinician Interaction and Decision-Making." International Journal for Research Publication & Seminar 13(5):323. https://doi.org/10.36676/jrps.v13.i5.1505.

• Voola, Pramod Kumar, Shreyas Mahimkar, Sumit Shekhar, Prof. (Dr) Punit Goel, and Vikhyat Gupta. 2022. "Machine Learning in ECOA Platforms: Advancing Patient Data Quality and Insights." International Journal of Creative Research Thoughts (IJCRT) 10(12).

• Voola, Pramod Kumar, Pranav Murthy, Ravi Kumar, Om Goel, and Prof. (Dr.) Arpit Jain. 2022. "Scalable Data Engineering Solutions for Healthcare: Best Practices with Airflow, Snowpark, and Apache Spark." International Journal of Computer Science and Engineering (IJCSE) 11(2):9–22.

• Salunkhe, Vishwasrao, Umababu Chinta, Vijay Bhasker Reddy Bhimanapati, Shubham Jain, and Punit Goel. 2022. "Clinical Quality Measures (eCQM) Development Using CQL: Streamlining Healthcare Data Quality and Reporting." International Journal of Computer Science and Engineering (IJCSE) 11(2):9–22.

• Salunkhe, Vishwasrao, Venkata Ramanaiah Chintha, Vishesh Narendra Pamadi, Arpit Jain, and Om Goel. 2022. "AI-Powered Solutions for Reducing Hospital Readmissions: A Case Study on AI-Driven Patient Engagement." International Journal of Creative Research Thoughts 10(12): 757-764.

• Salunkhe, Vishwasrao, Srikanthudu Avancha, Bipin Gajbhiye, Ujjawal Jain, and Punit Goel. 2022. "AI Integration in Clinical Decision Support Systems: Enhancing Patient Outcomes through SMART on FHIR and CDS Hooks." International Journal for Research Publication & Seminar 13(5):338. https://doi.org/10.36676/jrps.v13.i5.1506.

• Agrawal, Shashwat, Digneshkumar Khatri, Viharika Bhimanapati, Om Goel, and Arpit Jain. 2022. "Optimization Techniques in Supply Chain Planning for Consumer Electronics." International Journal for Research Publication & Seminar 13(5):356. doi: https://doi.org/10.36676/jrps.v13.i5.1507.

• Agrawal, Shashwat, Fnu Antara, Pronoy Chopra, A Renuka, and Punit Goel. 2022. "Risk Management in Global Supply Chains." International Journal of Creative Research Thoughts (IJCRT) 10(12):2212668.

• Agrawal, Shashwat, Srikanthudu Avancha, Bipin Gajbhiye, Om Goel, and Ujjawal Jain. 2022. "The Future of Supply Chain Automation." International Journal of Computer Science and Engineering 11(2):9–22.

• Mahadik, Siddhey, Kumar Kodyvaur Krishna Murthy, Saketh Reddy Cheruku, Prof. (Dr.) Arpit Jain, and Om Goel. 2022. “Agile Product Management in Software Development.” International Journal for Research Publication & Seminar 13(5):453. https://doi.org/10.36676/jrps.v13.i5.1512.

• Khair, Md Abul, Kumar Kodyvaur Krishna Murthy, Saketh Reddy Cheruku, Shalu Jain, and Raghav Agarwal. 2022. “Optimizing Oracle HCM Cloud Implementations for Global Organizations.” International Journal for Research Publication & Seminar 13(5):372. https://doi.org/10.36676/jrps.v13.i5.1508.

• Mahadik, Siddhey, Amit Mangal, Swetha Singiri, Akshun Chhapola, and Shalu Jain. 2022. "Risk Mitigation Strategies in Product Management." International Journal of Creative Research Thoughts (IJCRT) 10(12):665.

• 3. Khair, Md Abul, Amit Mangal, Swetha Singiri, Akshun Chhapola, and Shalu Jain. 2022. "Improving HR Efficiency Through Oracle HCM Cloud Optimization." International Journal of Creative Research Thoughts (IJCRT) 10(12). Retrieved from https://ijcrt.org.

• Khair, Md Abul, Kumar Kodyvaur Krishna Murthy, Saketh Reddy Cheruku, S. P. Singh, and Om Goel. 2022. "Future Trends in Oracle HCM Cloud." International Journal of Computer Science and Engineering 11(2):9–22.

• Arulkumaran, Rahul, Aravind Ayyagari, Aravindsundeep Musunuri, Prof. (Dr.) Punit Goel, and Prof. (Dr.) Arpit Jain. 2022. "Decentralized AI for Financial Predictions." International Journal for Research Publication & Seminar 13(5):434. https://doi.org/10.36676/jrps.v13.i5.1511.

• Arulkumaran, Rahul, Sowmith Daram, Aditya Mehra, Shalu Jain, and Raghav Agarwal. 2022. "Intelligent Capital Allocation Frameworks in Decentralized Finance." International Journal of Creative Research Thoughts (IJCRT) 10(12):669. ISSN: 2320-2882.

• Murthy, K. K. K., Renuka, A., & Pandian, P. K. G. (2023). "Harnessing Artificial Intelligence for Business Transformation in Traditional Industries." International Journal of Novel Research and Development (IJNRD), 8(7), e746-e761. IJNRD

• Cheruku, S. R., Goel, P. (Prof. Dr.), & Jain, U. (2023). "Leveraging Salesforce Analytics for Enhanced Business Intelligence." Innovative Research Thoughts, 9(5). DOI:10.36676/irt.v9.15.1462

• Murthy, K. K. K., Goel, O., & Jain, S. (2023). "Advancements in Digital Initiatives for Enhancing Passenger Experience in Railways." Darpan International Research Analysis, 11(1), 40. DOI:10.36676/dira.v11.i1.71

• Cheruku, Saketh Reddy, Arpit Jain, and Om Goel. (2023). "Data Visualization Strategies with Tableau and Power BI." International Journal of Computer Science and Engineering (IJCSE), 12(2), 55-72. View Paper

• Ayyagiri, A., Goel, O., & Agarwal, N. (2023). Optimizing Large-Scale Data Processing with Asynchronous Techniques. International Journal of Novel Research and Development, 8(9), e277–e294. Available at.

• Ayyagiri, A., Jain, S., & Aggarwal, A. (2023). Innovations in Multi-Factor Authentication: Exploring OAuth for Enhanced Security. Innovative Research Thoughts, 9(4). Available at.

• Musunuri, A., Jain, S., & Aggarwal, A. (2023). Characterization and Validation of PAM4 Signaling in Modern Hardware Designs. Darpan International Research Analysis, 11(1), 60. Available at.

• Musunuri, A. S., Goel, P., & Renuka, A. (2023). Evaluating Power Delivery and Thermal Management in High-Density PCB Designs. International Journal for Research Publication & Seminar, 14(5), 240. Available at.

• Musunuri, A., Agarwal, Y. K., & Goel, P. (2023). Advanced Techniques for Signal Integrity Analysis in High-Bandwidth Hardware Systems. International Journal of Novel Research and Development, 8(10), e136–e153. Available at.

• Musunuri, A., Goel, P., & Renuka, A. (2023). Innovations in Multicore Network Processor Design for Enhanced Performance. Innovative Research Thoughts, 9(3), Article 1460. Available at.

• Mokkapati, Chandrasekhara, Punit Goel, and Ujjawal Jain. (2023). Optimizing Multi-Cloud Deployments: Lessons from Large-Scale Retail Implementation. International Journal of Novel Research and Development, 8(12). Retrieved from https://ijnrd.org/viewpaperforall.php?paper=IJNRD2312447

• Tangudu, Abhishek, Akshun Chhapola, and Shalu Jain. (2023). Enhancing Salesforce Development Productivity through Accelerator Packages. International Journal of Computer Science and Engineering, 12(2), 73–88. Retrieved from https://drive.google.com/file/d/1i9wxoxoda_pdI1Op0yVa_6uQ2Agmn3Xz/view

• Mokkapati, C., Goel, P., & Aggarwal, A. (2023). Scalable microservices architecture: Leadership approaches for high-performance retail systems. Darpan International Research Analysis, 11(1), 92. https://doi.org/10.36676/dira.v11.i1.84

• Mokkapati, C., Jain, S., & Pandian, P. K. G. (2023). Implementing CI/CD in retail enterprises: Leadership insights for managing multi-billion dollar projects. Shodh Sagar: Innovative Research Thoughts, 9(1), Article 1458. https://doi.org/10.36676/irt.v9.11.1458

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