Energy-Efficient Data Transformation Techniques for Serverless Event Pipelines

Chandrasekhara Mokkapati

JNTU,Jawaharlal Nehru Technological University Hyderabad, India mokkapatisambaeb1@gmail.com

Abstract

Serverless computing has emerged as a scalable and cost-effective approach for modern data pipelines. However, energy consumption within serverless event pipelines remains a critical concern, as data transformations often involve complex processing over time. This paper explores various energy-efficient techniques for data transformation in serverless environments. By analyzing real-time performance metrics and integrating optimized algorithms, the study highlights the benefits of resource-efficient functions. A comparative analysis between traditional and optimized techniques shows a reduction in energy consumption by 15-30%. The findings suggest that energy-efficient design practices can significantly enhance the sustainability of serverless event pipelines without compromising performance.

Keywords

Serverless Event Pipelines, Energy Efficiency, Data Transformation, Cloud Computing, Function Optimization, Resource Utilization

References

• Bhimanapati, V. B. R., Gopalakrishna Pandian, P., & Goel, P. (2024). UI/UX design principles for mobile health applications. SHODH SAGAR® International Journal for Research Publication and Seminar, 15(3), 216. https://doi.org/10.36676/jrps.v15.i3.1485

• Chinta, U., Jain, S., & Pandian, P. K. G. (2024). Effective delivery management in geographically dispersed teams: Overcoming challenges in Salesforce projects. Darpan International Research Analysis, 12(1), 35. https://doi.org/10.36676/dira.v12.i1.73

• Chinta, U., Goel, O., & Pandian, P. K. G. (2024). Scaling Salesforce applications: Key considerations for managing high-volume data and transactions. International Research Journal of Modernization in Engineering Technology and Science, 6(8). https://doi.org/10.56726/IRJMETS61251

• Bhimanapati, V. B. R., Goel, P., & Aggarwal, A. (2024). Integrating cloud services with mobile applications for seamless user experience. Shodh Sagar: Darpan International Research Analysis, 12(3), 252. https://doi.org/10.36676/dira.v12.i3.81

• Bhimanapati, V. B. R., Jain, S., & Goel, O. (2024). User-centric design in mobile application development for smart home devices. International Research Journal of Modernization in Engineering Technology and Science, 6(8). https://doi.org/10.56726/IRJMETS61245

• Avancha, Srikanthudu, Punit Goel, & A. Renuka. (2024). Continuous service improvement in IT operations through predictive analytics. Shodh Sagar: Darpan International Research Analysis, 12(3), 300. https://doi.org/10.36676/dira.v12.i3.90

• Avancha, S., Goel, O., & Pandian, P. K. G. (2024). Agile project planning and execution in large-scale IT projects. Shodh Sagar: Darpan International Research Analysis, 12(3), 239. https://doi.org/10.36676/dira.v12.i3.80

• AvanchaS, Jain A., & Goel O. (2024). Blockchain-based vendor management in IT: Challenges and solutions. Scientific Journal of Metaverse and Blockchain Technology, 2(2), 68–71. https://doi.org/10.36676/sjmbt.v2.i2.38

• Gajbhiye B., Jain S., & Chhapola A. (2024). Secure SDLC: Incorporating blockchain for enhanced security. Scientific Journal of Metaverse and Blockchain Technology, 2(2), 97–110. https://doi.org/10.36676/sjmbt.v2.i2.40

• Avancha, S., Aggarwal, A., & Goel, P. (2024). Data-driven decision making in IT service enhancement. Journal of Quantum Science and Technology, 1(3), 10–24. https://doi.org/10.36676/jqst.v1.i3.24

• Gajbhiye, B., Goel, O., & Gopalakrishna Pandian, P. K. (2024). Managing vulnerabilities in containerized and Kubernetes environments. Journal of Quantum Science and Technology, 1(2), 59–71. https://doi.org/10.36676/jqst.v1.i2.16

• Avancha, Srikanthudu, Punit Goel, & Ujjawal Jain. (2024). Cost-saving strategies in IT service delivery using automation. International Research Journal of Modernization in Engineering, Technology and Science, 6(8), 2565. https://doi.org/10.56726/IRJMETS61244

• Gajbhiye, B., Jain, S., & Goel, O. (2024). Defense in depth strategies for zero trust security models. Shodh Sagar: International Journal for Research Publication and Seminar, 15(3), 293. https://doi.org/10.36676/jrps.v15.i3.1497

• Gajbhiye, Bipin, Punit Goel, and Ujjawal Jain. “Security Awareness Programs: Gamification and Interactive Learning.” International Journal of Computer Science and Engineering, 13(1), 59–76. Link

• Gajbhiye, B., Khan, S. (Dr.), & Goel, O. “Regulatory Compliance in Application Security Using AI Compliance Tools.” International Research Journal of Modernization in Engineering Technology and Science, 6(8). Link

• Khatri, D. K., Goel, O., & Pandian, P. K. G. “Advanced SAP FICO: Cost Center and Profit Center Accounting.” Universal Research Reports, 10(3), 181. Link

• Khatri, D. K., Jain, A., Jain, S., & Pandian, P. K. G. “Implementing New GL in SAP S4 HANA Simple Finance.” Modern Dynamics: Mathematical Progressions, 1(2), 17–30. Link

• Khatri, D. K., Goel, P., & Renuka, A. “Optimizing SAP FICO Integration with Cross-Module Interfaces.” SHODH SAGAR: International Journal for Research Publication and Seminar, 15(1), 188. Link

• Khatri, D. K., Jain, S., & Goel, O. “Impact of S4 HANA Upgrades on SAP FICO: A Case Study.” Journal of Quantum Science and Technology, 1(3), 42–56. Link

• Khatri, D., Goel, P., & Jain, U. “SAP FICO in Financial Consolidation: SEM-BCS and EC-CS Integration.” Darpan International Research Analysis, 12(1), 51. Link

• Bhimanapati, V., Goel, P., & Jain, U. “Leveraging Selenium and Cypress for Comprehensive Web Application Testing.” Journal of Quantum Science and Technology, 1(1), 66. Link

• Cheruku, S. R., Goel, O., & Pandian, P. K. G. “Performance Testing Techniques for Live TV Streaming on STBs.” Modern Dynamics: Mathematical Progressions, 1(2). Link

• Bhimanapati, V., Khan, S., & Goel, O. “Effective Automation of End-to-End Testing for OTT Platforms.” Shodh Sagar Darpan: International Research Analysis, 12(2), 168. Link

• Khatri, D. K., Goel, O., & Jain, S. “SAP FICO for US GAAP and IFRS Compliance.” International Research Journal of Modernization in Engineering Technology and Science, 6(8). Link

• Bhimanapati, V., Pandian, P. K. G., & Goel, P. (Prof. Dr.). (2024). “Integrating Big Data Technologies with Cloud Services for Media Testing.” International Research Journal of Modernization in Engineering Technology and Science, 6(8). DOI:10.56726/IRJMETS61242

• Murthy, K. K. K., Jain, A., & Goel, O. (2024). “Navigating Mergers and Demergers in the Technology Sector: A Guide to Managing Change and Integration.” Darpan International Research Analysis, 12(3), 283. DOI:10.36676/dira.v12.i3.86

• 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

• Tangudu, A., Chhapola, A., & Jain, S. (2023). Integrating Salesforce with third-party platforms: Challenges and best practices. International Journal for Research Publication & Seminar, 14(4), 229. https://doi.org/10.36676/jrps.v14.i4.1478

• Tangudu, A., Jain, S., & Pandian, P. K. G. (2023). Developing scalable APIs for data synchronization in Salesforce environments. Darpan International Research Analysis, 11(1), 75. https://doi.org/10.36676/dira.v11.i1.83

• Tangudu, A., Chhapola, A., & Jain, S. (2023). Leveraging lightning web components for modern Salesforce UI development. Innovative Research Thoughts: Refereed & Peer Reviewed International Journal, 9(2), 1-10. https://doi.org/10.36676/irt.v9.12.1459

• Alahari, Jaswanth, Amit Mangal, Swetha Singiri, Om Goel, and Punit Goel. 2023. “The Impact of Augmented Reality (AR) on User Engagement in Automotive Mobile Applications.” Innovative Research Thoughts 9(5):202–12. doi:10.36676/irt.v9.i5.1483.

• Alahari, Jaswanth, Dasaiah Pakanati, Harshita Cherukuri, Om Goel, and Prof. (Dr.) Arpit Jain. 2023. “Best Practices for Integrating OAuth in Mobile Applications for Secure Authentication.” SHODH SAGAR® Universal Research Reports 10(4):385. https://doi.org/10.36676/urr.v10.i4.

• Vijayabaskar, Santhosh, Amit Mangal, Swetha Singiri, A. Renuka, and Akshun Chhapola. 2023. “Leveraging Blue Prism for Scalable Process Automation in Stock Plan Services.” Innovative Research Thoughts 9(5):216. https://doi.org/10.36676/irt.v9.i5.1484.

• Vijayabaskar, Santhosh, Pattabi Rama Rao Thumati, Pavan Kanchi, Shalu Jain, and Raghav Agarwal. 2023. “Integrating Cloud-Native Solutions in Financial Services for Enhanced Operational Efficiency.” SHODH SAGAR® Universal Research Reports 10(4):402. https://doi.org/10.36676/urr.v10.i4.1355.

• Voola, Pramod Kumar, Sowmith Daram, Aditya Mehra, Om Goel, and Shubham Jain. 2023. “Data Streaming Pipelines in Life Sciences: Improving Data Integrity and Compliance in Clinical Trials.” Innovative Research Thoughts 9(5):231. DOI: https://doi.org/10.36676/irt.v9.i5.1485.

• Voola, Pramod Kumar, Srikanthudu Avancha, Bipin Gajbhiye, Om Goel, and Ujjawal Jain. 2023. “Automation in Mobile Testing: Techniques and Strategies for Faster, More Accurate Testing in Healthcare Applications.” Shodh Sagar® Universal Research Reports 10(4):420. https://doi.org/10.36676/urr.v10.i4.1356.

• Salunkhe, Vishwasrao, Dheerender Thakur, Kodamasimham Krishna, Om Goel, and Arpit Jain. 2023. “Optimizing Cloud-Based Clinical Platforms: Best Practices for HIPAA and HITRUST Compliance.” Innovative Research Thoughts 9(5):247–247. https://doi.org/10.36676/irt.v9.i5.1486.

• Salunkhe, Vishwasrao, Shreyas Mahimkar, Sumit Shekhar, Prof. (Dr.) Arpit Jain, and Prof. (Dr.) Punit Goel. 2023. “The Role of IoT in Connected Health: Improving Patient Monitoring and Engagement in Kidney Dialysis.” SHODH SAGAR® Universal Research Reports 10(4):437. doi: https://doi.org/10.36676/urr.v10.i4.1357.

• Murali Mohana Krishna Dandu, Venudhar Rao Hajari, Jaswanth Alahari, Om Goel, Prof. (Dr.) Arpit Jain, & Dr. Alok Gupta. (2022). “Enhancing Ecommerce Recommenders with Dual Transformer Models.” International Journal for Research Publication and Seminar, 13(5), 468–506. https://doi.org/10.36676/jrps.v13.i5.1526.

• Sivasankaran Balasubramaniam, Vanitha, S. P. Singh, Sivaprasad Nadukuru, Shalu Jain, Raghav Agarwal, and Alok Gupta. 2022. “Integrating Human Resources Management with IT Project Management for Better Outcomes.” International Journal of Computer Science and Engineering 11(1):141–164. ISSN (P): 2278–9960; ISSN (E): 2278–9979.

• Joshi, Archit, Sivaprasad Nadukuru, Shalu Jain, Raghav Agarwal, and Om Goel. 2022. “Innovations in Package Delivery Tracking for Mobile Applications.” International Journal of General Engineering and Technology 11(1):9-48.

• Tirupati, Krishna Kishor, Dasaiah Pakanati, Harshita Cherukuri, Om Goel, and Dr. Shakeb Khan. 2022. “Implementing Scalable Backend Solutions with Azure Stack and REST APIs.” International Journal of General Engineering and Technology (IJGET) 11(1): 9–48. ISSN (P): 2278–9928; ISSN (E): 2278–9936.

• 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.

• 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.

• Agarwal, Nishit, Dheerender Thakur, Kodamasimham Krishna, Punit Goel, and S. P. Singh. (2021). “LLMS for Data Analysis and Client Interaction in MedTech.” International Journal of Progressive Research in Engineering Management and Science (IJPREMS) 1(2):33-52. DOI: https://www.doi.org/10.58257/IJPREMS17.

• Agarwal, Nishit, Umababu Chinta, Vijay Bhasker Reddy Bhimanapati, Shubham Jain, and Shalu Jain. (2021). “EEG Based Focus Estimation Model for Wearable Devices.” International Research Journal of Modernization in Engineering, Technology and Science 3(11):1436. doi: https://doi.org/10.56726/IRJMETS16996.

• Dandu, Murali Mohana Krishna, Swetha Singiri, Sivaprasad Nadukuru, Shalu Jain, Raghav Agarwal, and S. P. Singh. (2021). “Unsupervised Information Extraction with BERT.” International Journal of Research in Modern Engineering and Emerging Technology (IJRMEET) 9(12): 1.

• 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

• 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.    https://rjpn.org/ijcspub/papers/IJCSP20B1006.pdf  

• “Effective Strategies for Building Parallel and Distributed Systems”, International Journal of Novel Research and Development, ISSN:2456-4184, Vol.5, Issue 1, page no.23-42, January-2020. http://www.ijnrd.org/papers/IJNRD2001005.pdf  

• “Enhancements in SAP Project Systems (PS) for the Healthcare Industry: Challenges and Solutions”, International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.7, Issue 9, page no.96-108, September-2020,   https://www.jetir.org/papers/JETIR2009478.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.  (http://www.ijrar.org/IJRAR19S1815.pdf ) 

• Cherukuri, H., Pandey, P., & Siddharth, E. (2020). Containerized data analytics solutions in on-premise financial services. International Journal of Research and Analytical Reviews (IJRAR), 7(3), 481-491 https://www.ijrar.org/papers/IJRAR19D5684.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.  (http://www.ijrar.org/IJRAR19S1816.pdf ) 

• “Comparative Analysis OF GRPC VS. ZeroMQ for Fast Communication”, International Journal of Emerging Technologies and Innovative Research, Vol.7, Issue 2, page no.937-951, February-2020.    (http://www.jetir.org/papers/JETIR2002540.pdf ) 

• 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. https://rjpn.org/ijcspub/papers/IJCSP20B1006.pdf

• “Effective Strategies for Building Parallel and Distributed Systems”. International Journal of Novel Research and Development, Vol.5, Issue 1, page no.23-42, January 2020. http://www.ijnrd.org/papers/IJNRD2001005.pdf

• “Enhancements in SAP Project Systems (PS) for the Healthcare Industry: Challenges and Solutions”. International Journal of Emerging Technologies and Innovative Research, Vol.7, Issue 9, page no.96-108, September 2020. https://www.jetir.org/papers/JETIR2009478.pdf

• Venkata Ramanaiah Chintha, Priyanshi, & Prof.(Dr) Sangeet Vashishtha (2020). “5G Networks: Optimization of Massive MIMO”. International Journal of Research and Analytical Reviews (IJRAR), Volume.7, Issue 1, Page No pp.389-406, February 2020. (http://www.ijrar.org/IJRAR19S1815.pdf)

• Cherukuri, H., Pandey, P., & Siddharth, E. (2020). Containerized data analytics solutions in on-premise financial services. International Journal of Research and Analytical Reviews (IJRAR), 7(3), 481-491. https://www.ijrar.org/papers/IJRAR19D5684.pdf

• Sumit Shekhar, Shalu Jain, & Dr. Poornima Tyagi. “Advanced Strategies for Cloud Security and Compliance: A Comparative Study”. International Journal of Research and Analytical Reviews (IJRAR), Volume.7, Issue 1, Page No pp.396-407, January 2020. (http://www.ijrar.org/IJRAR19S1816.pdf)

• “Comparative Analysis of GRPC vs. ZeroMQ for Fast Communication”. International Journal of Emerging Technologies and Innovative Research, Vol.7, Issue 2, page no.937-951, February 2020. (http://www.jetir.org/papers/JETIR2002540.pdf)

• 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. Available at: http://www.ijcspub/papers/IJCSP20B1006.pdf 

• Enhancements in SAP Project Systems (PS) for the Healthcare Industry: Challenges and Solutions. International Journal of Emerging Technologies and Innovative Research, Vol.7, Issue 9, pp.96-108, September 2020. [Link](http://www.jetir papers/JETIR2009478.pdf)

• Synchronizing Project and Sales Orders in SAP: Issues and Solutions. IJRAR – International Journal of Research and Analytical Reviews, Vol.7, Issue 3, pp.466-480, August 2020. [Link](http://www.ijrar IJRAR19D5683.pdf)

• Cherukuri, H., Pandey, P., & Siddharth, E. (2020). Containerized data analytics solutions in on-premise financial services. International Journal of Research and Analytical Reviews (IJRAR), 7(3), 481-491. [Link](http://www.ijrar viewfull.php?&p_id=IJRAR19D5684)

• Strategies for Product Roadmap Execution in Financial Services Data Analytics, International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 1, page no.d750-d758, January-2023, Available :http://www.ijnrd papers/IJNRD2301389.pdf
• Cherukuri, H., Pandey, P., & Siddharth, E. (2020). Containerized data analytics solutions in on-premise financial services. International Journal of Research and Analytical Reviews (IJRAR), 7(3), 481-491. http://www.ijrar viewfull.php?&p_id=IJRAR19D5684
• 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. tijer tijer/viewpaperforall.php?paper=TIJER2008001
• Optimizing Data Processing for Financial Services Platforms, Harshita Cherukuri1, Villa 188, My Home Ankura, Sector B, Radial Road-7, Exit No 2, Tellapur, Cyberabad-sangareddy, 502032, Telangana, India , Dr. Bhawna Goel , Dr. Poornima Tyagi DOI LINK : 10.56726/IRJMETS60903  doi 10.56726/IRJMETS60903
• 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. rjpn ijcspub/viewpaperforall.php?paper=IJCSP21A1011
• Swetha, S., Goel, O., & Khan, S. (2023). Integrating data for strategic business intelligence to enhance data analytics. Journal of Emerging Trends and Novel Research, 1(3), a23-a34. https://rjpn.org/jetnr/viewpaperforall.php?paper=JETNR2303003
• “Singiri, S., Goel, P., & Jain, A. (2023). Building distributed tools for multi-parametric data analysis in health. Journal of Emerging Trends in Networking and Research, 1(4), a1-a15
• Published URL: rjpn jetnr/viewpaperforall.php?paper=JETNR2304001″
• Singiri, E. S., Gupta, E. V., & Khan, S. (2023). Comparing AWS Redshift and Snowflake for data analytics: Performance and usability. International Journal of New Technologies and Innovations, 1(4), a1-a14. rjpn ijnti/viewpaperforall.php?paper=IJNTI2304001
• Alahari, Jaswanth, Amit Mangal, Swetha Singiri, Om Goel, and Punit Goel. 2023. “The Impact of Augmented Reality (AR) on User Engagement in Automotive Mobile Applications.” Innovative Research Thoughts 9(5):202–12. doi:10.36676/irt.v9.i5.1483.
• Vijayabaskar, Santhosh, Amit Mangal, Swetha Singiri, A. Renuka, and Akshun Chhapola. 2023. “Leveraging Blue Prism for Scalable Process Automation in Stock Plan Services.” Innovative Research Thoughts 9(5):216. doi: https://doi.org/10.36676/irt.v9.i5.1484.
• 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.