Designing Scalable Architectures for SAP Data Warehousing with BW Bridge Integration

Ankit Kumar Gupta¹ & Ujjawal Jain²

 ¹Uttar Pradesh Technical University, Lucknow, Uttar Pradesh, India ankitgupta.usa24@gmail.com

²Birmingham City University ,Cardigan St, Birmingham B4 7RJ, United Kingdom, jainujjawal117@gmail.com

Abstract

Designing scalable architectures for SAP data warehousing with BW Bridge integration is crucial for organizations seeking to modernize their data management systems and enhance analytical capabilities. SAP BW Bridge extends the capabilities of SAP Data Warehouse Cloud (DWC) by enabling seamless migration and integration of legacy SAP BW systems. This paper explores a scalable and efficient architecture design that leverages the strengths of BW Bridge to integrate traditional on-premises SAP BW landscapes with the cloud-native functionalities of SAP DWC. The proposed architecture outlines strategies for data ingestion, transformation, and consolidation using SAP BW Bridge as the intermediary. Key design principles focus on scalability, performance optimization, and operational simplicity. The integration enables organizations to leverage existing BW assets while transitioning to a modern, cloud-based data warehouse platform. Advanced features like data tiering, real-time data integration, and streamlined query execution are discussed to optimize cost and performance. This study also evaluates challenges such as data consistency, latency, and system complexity during the migration and operational phases. The paper highlights the role of automation tools, best practices for data modeling, and governance mechanisms to ensure a smooth and secure transition. Additionally, it addresses the need for scalability in handling growing data volumes and diverse analytical workloads. The findings demonstrate how BW Bridge integration empowers enterprises to retain historical investments in SAP BW while adopting scalable, cloud-driven data architectures. This hybrid approach paves the way for robust, future-ready analytics ecosystems that align with modern business needs.

Keywords

SAP BW Bridge, SAP Data Warehouse Cloud, scalable architecture, cloud migration, data integration, data modeling, performance optimization, real-time analytics, hybrid data warehousing, enterprise data management.

References

• Müller, T., et al. (2016). “Challenges in Scaling Traditional Data Warehousing Systems: A Case Study on SAP BW.” Journal of Enterprise Systems and Applications, 12(3), 45-58.
• Smith, J., & Johnson, R. (2018). “The Evolution of Data Warehousing: Transitioning from On-Premises to Hybrid Architectures.” International Journal of Information Systems, 25(4), 78-92.
• Gupta, P., & Singh, A. (2020). “Adopting SAP Data Warehouse Cloud: Opportunities and Challenges.” Cloud Computing Advances, 14(2), 123-135.
• Chen, X., et al. (2019). “Real-Time Analytics in Hybrid SAP Systems: Performance Optimization Techniques.” Data Analytics Journal, 7(3), 34-49.
• Kumar, V., & Patel, S. (2021). “Data Integration Challenges in Hybrid SAP Architectures.” Enterprise Data Management Quarterly, 18(1), 56-69.
• Anderson, L., & Davis, M. (2020). “Cost Optimization in SAP Hybrid Data Warehousing Models.” Journal of IT Infrastructure Research, 9(4), 201-214.
• Zhang, Y., et al. (2023). “Leveraging SAP BW Bridge for Scalable Hybrid Architectures.” Cloud and Enterprise Computing, 15(2), 98-115.
• Williams, T., & Davis, K. (2022). “Governance and Compliance in Hybrid SAP BW and DWC Environments.” Information Governance Review, 11(3), 88-102.
• Martinez, P., et al. (2024). “Industry-Specific Applications of SAP BW Bridge Integration: A Cross-Sector Analysis.” Applied Data Solutions Journal, 16(1), 30-47.
• Rao, S., & Sharma, R. (2023). “The Role of Automation in SAP BW to DWC Migration Processes.” Automation and Digital Transformation, 12(4), 122-136.
• SAP SE. (2021). “Technical Overview of SAP BW Bridge and Data Warehouse Cloud Integration.” SAP Technical Documentation, accessed via SAP Help Portal.
• Brown, A., & Wilson, J. (2019). “Scalability and Performance in Modern Data Warehousing Solutions.” Enterprise IT Solutions Journal, 8(2), 55-70.
• Green, C., et al. (2018). “Hybrid Cloud Adoption Trends in Data Warehousing.” Cloud Enterprise Quarterly, 6(1), 101-117.
• Black, H., et al. (2022). “Overcoming Latency Issues in Real-Time Analytics: A Focus on SAP BW Bridge.” Journal of Real-Time Systems, 14(3), 67-82.

• SAP SE. (2023). “SAP BW Bridge for SAP Data Warehouse Cloud: Best Practices for Implementation.” SAP Community Blog, accessed via www.sap.com.

• Goel, P. & Singh, S. P. (2009). Method and Process Labor Resource Management System. International Journal of Information Technology, 2(2), 506-512.
• Singh, S. P. & Goel, P. (2010). Method and process to motivate the employee at performance appraisal system. International Journal of Computer Science & Communication, 1(2), 127-130.
• Goel, P. (2012). Assessment of HR development framework. International Research Journal of Management Sociology & Humanities, 3(1), Article A1014348. https://doi.org/10.32804/irjmsh
• Goel, P. (2016). Corporate world and gender discrimination. International Journal of Trends in Commerce and Economics, 3(6). Adhunik Institute of Productivity Management and Research, Ghaziabad.
• Tirupathi, Rajesh, Archit Joshi, Indra Reddy Mallela, Satendra Pal Singh, Shalu Jain, and Om Goel. Utilizing Blockchain for Enhanced Security in SAP Procurement Processes. International Research Journal of Modernization in Engineering, Technology and Science 2(12):1058. doi: 10.56726/IRJMETS5393.
• Dharuman, Narrain Prithvi, Fnu Antara, Krishna Gangu, Raghav Agarwal, Shalu Jain, and Sangeet Vashishtha. “DevOps and Continuous Delivery in Cloud Based CDN Architectures.” International Research Journal of Modernization in Engineering, Technology and Science 2(10):1083. DOI
• Viswanatha Prasad, Rohan, Imran Khan, Satish Vadlamani, Dr. Lalit Kumar, Prof. (Dr) Punit Goel, and Dr. S P Singh. “Blockchain Applications in Enterprise Security and Scalability.” International Journal of General Engineering and Technology 9(1):213-234.
• Prasad, Rohan Viswanatha, Priyank Mohan, Phanindra Kumar, Niharika Singh, Punit Goel, and Om Goel. “Microservices Transition Best Practices for Breaking Down Monolithic Architectures.” International Journal of Applied Mathematics & Statistical Sciences (IJAMSS) 9(4):57–78.
• Prasad, Rohan Viswanatha, Ashish Kumar, Murali Mohana Krishna Dandu, Prof. (Dr.) Punit Goel, Prof. (Dr.) Arpit Jain, and Er. Aman Shrivastav. “Performance Benefits of Data Warehouses and BI Tools in Modern Enterprises.” International Journal of Research and Analytical Reviews (IJRAR) 7(1):464. Link
• Vardhan Akisetty, Antony Satya, Arth Dave, Rahul Arulkumaran, Om Goel, Dr. Lalit Kumar, and Prof. (Dr.) Arpit Jain. “Implementing MLOps for Scalable AI Deployments: Best Practices and Challenges.” International Journal of General Engineering and Technology 9(1):9–30.
• Akisetty, Antony Satya Vivek Vardhan, Imran Khan, Satish Vadlamani, Lalit Kumar, Punit Goel, and S. P. Singh. “Enhancing Predictive Maintenance through IoT-Based Data Pipelines.” International Journal of Applied Mathematics & Statistical Sciences (IJAMSS) 9(4):79–102.
• Akisetty, Antony Satya Vivek Vardhan, Shyamakrishna Siddharth Chamarthy, Vanitha Sivasankaran Balasubramaniam, Prof. (Dr) MSR Prasad, Prof. (Dr) Sandeep Kumar, and Prof. (Dr) Sangeet. “Exploring RAG and GenAI Models for Knowledge Base Management.” International Journal of Research and Analytical Reviews 7(1):465. Link
• Bhat, Smita Raghavendra, Arth Dave, Rahul Arulkumaran, Om Goel, Dr. Lalit Kumar, and Prof. (Dr.) Arpit Jain. “Formulating Machine Learning Models for Yield Optimization in Semiconductor Production.” International Journal of General Engineering and Technology 9(1) ISSN (P): 2278–9928; ISSN (E): 2278–9936.
• Bhat, Smita Raghavendra, Imran Khan, Satish Vadlamani, Lalit Kumar, Punit Goel, and S.P. Singh. “Leveraging Snowflake Streams for Real-Time Data Architecture Solutions.” International Journal of Applied Mathematics & Statistical Sciences (IJAMSS) 9(4):103–124.
• Rajkumar Kyadasu, Rahul Arulkumaran, Krishna Kishor Tirupati, Prof. (Dr.) Sandeep Kumar, Prof. (Dr.) MSR Prasad, and Prof. (Dr.) Sangeet Vashishtha. “Enhancing Cloud Data Pipelines with Databricks and Apache Spark for Optimized Processing.” International Journal of General Engineering and Technology (IJGET) 9(1): 1-10.
• Abdul, Rafa, Shyamakrishna Siddharth Chamarthy, Vanitha Sivasankaran Balasubramaniam, Prof. (Dr.) MSR Prasad, Prof. (Dr.) Sandeep Kumar, and Prof. (Dr.) Sangeet. “Advanced Applications of PLM Solutions in Data Center Infrastructure Planning and Delivery.” International Journal of Applied Mathematics & Statistical Sciences (IJAMSS) 9(4):125–154.
• Siddagoni Bikshapathi, Mahaveer, Aravind Ayyagari, Krishna Kishor Tirupati, Prof. (Dr.) Sandeep Kumar, Prof. (Dr.) MSR Prasad, and Prof. (Dr.) Sangeet Vashishtha. “Advanced Bootloader Design for Embedded Systems: Secure and Efficient Firmware Updates.” International Journal of General Engineering and Technology 9(1): 187–212.
• Siddagoni Bikshapathi, Mahaveer, Ashvini Byri, Archit Joshi, Om Goel, Lalit Kumar, and Arpit Jain. “Enhancing USB Communication Protocols for Real-Time Data Transfer in Embedded Devices.” International Journal of Applied Mathematics & Statistical Sciences (IJAMSS) 9(4):31-56.
• Abdul, Rafa, Sandhyarani Ganipaneni, Sivaprasad Nadukuru, Om Goel, Niharika Singh, and Arpit Jain. “Designing Enterprise Solutions with Siemens Teamcenter for Enhanced Usability.” International Journal of Research and Analytical Reviews (IJRAR) 7(1):477.
• Siddagoni, Mahaveer Bikshapathi, Aravind Ayyagari, Ravi Kiran Pagidi, S.P. Singh, Sandeep Kumar, and Shalu Jain. “Multi-Threaded Programming in QNX RTOS for Railway Systems.” International Journal of Research and Analytical Reviews (IJRAR) 7(2):803.
• Kyadasu, Rajkumar, Ashvini Byri, Archit Joshi, Om Goel, Lalit Kumar, and Arpit Jain. “DevOps Practices for Automating Cloud Migration: A Case Study on AWS and Azure Integration.” International Journal of Applied Mathematics & Statistical Sciences (IJAMSS) 9(4):155-188.
• Sengar, Hemant Singh, Satish Vadlamani, Ashish Kumar, Om Goel, Shalu Jain, and Raghav Agarwal. 2021. Building Resilient Data Pipelines for Financial Metrics Analysis Using Modern Data Platforms. International Journal of General Engineering and Technology (IJGET) 10(1):263–282.
• Mohan, Priyank, Murali Mohana Krishna Dandu, Raja Kumar Kolli, Dr. Satendra Pal Singh, Prof. (Dr.) Punit Goel, and Om Goel. 2021. Real-Time Network Troubleshooting in 5G O-RAN Deployments Using Log Analysis. International Journal of General Engineering and Technology 10(1).
• Dave, Saurabh Ashwinikumar, Nishit Agarwal, Shanmukha Eeti, Om Goel, Arpit Jain, and Punit Goel. 2021. “Security Best Practices for Microservice-Based Cloud Platforms.” International Journal of Progressive Research in Engineering Management and Science (IJPREMS) 1(2):150–67. https://doi.org/10.58257/IJPREMS19.
• Dave, Saurabh Ashwinikumar, Krishna Kishor Tirupati, Pronoy Chopra, Er. Aman Shrivastav, Shalu Jain, and Ojaswin Tharan. 2021. “Multi-Tenant Data Architecture for Enhanced Service Operations.” International Journal of General Engineering and Technology.
• Jena, Rakesh, Murali Mohana Krishna Dandu, Raja Kumar Kolli, Satendra Pal Singh, Punit Goel, and Om Goel. 2021. “Cross-Platform Database Migrations in Cloud Infrastructures.” International Journal of Progressive Research in Engineering Management and Science (IJPREMS) 1(1):26–36. doi: 10.xxxx/ijprems.v01i01.2583-1062.
• Jena, Rakesh, Archit Joshi, FNU Antara, Dr. Satendra Pal Singh, Om Goel, and Shalu Jain. 2021. “Disaster Recovery Strategies Using Oracle Data Guard.” International Journal of General Engineering and Technology 10(1):1-6. doi:10.1234/ijget.v10i1.12345.
• Govindarajan, Balaji, Aravind Ayyagari, Punit Goel, Ravi Kiran Pagidi, Satendra Pal Singh, and Arpit Jain. 2021. Challenges and Best Practices in API Testing for Insurance Platforms. International Journal of Progressive Research in Engineering Management and Science (IJPREMS) 1(3):89–107. https://www.doi.org/10.58257/IJPREMS40.
• Govindarajan, Balaji, Abhishek Tangudu, Om Goel, Phanindra Kumar Kankanampati, Arpit Jain, and Lalit Kumar. 2022. Testing Automation in Duck Creek Policy and Billing Centers. International Journal of Applied Mathematics & Statistical Sciences 11(2):1-12. Chennai, Tamil Nadu: IASET. ISSN (P): 2319–3972; ISSN (E): 2319–3980.
• Govindarajan, Balaji, Abhishek Tangudu, Om Goel, Phanindra Kumar Kankanampati, Prof. (Dr.) Arpit Jain, and Dr. Lalit Kumar. 2021. Integrating UAT and Regression Testing for Improved Quality Assurance. International Journal of General Engineering and Technology (IJGET) 10(1):283–306.
• Pingulkar, Chinmay, Archit Joshi, Indra Reddy Mallela, Satendra Pal Singh, Shalu Jain, and Om Goel. 2021. “AI and Data Analytics for Predictive Maintenance in Solar Power Plants.” International Journal of Progressive Research in Engineering Management and Science (IJPREMS) 1(3):52–69. doi: 10.58257/IJPREMS41.
• Pingulkar, Chinmay, Krishna Kishor Tirupati, Sandhyarani Ganipaneni, Aman Shrivastav, Sangeet Vashishtha, and Shalu Jain. 2021. “Developing Effective Communication Strategies for Multi-Team Solar Project Management.” International Journal of General Engineering and Technology (IJGET) 10(1):307–326. ISSN (P): 2278–9928; ISSN (E): 2278–9936.
• Kendyala, Srinivasulu Harshavardhan, Nanda Kishore Gannamneni, Rakesh Jena, Raghav Agarwal, Sangeet Vashishtha, and Shalu Jain. (2021). Comparative Analysis of SSO Solutions: PingIdentity vs ForgeRock vs Transmit Security. International Journal of Progressive Research in Engineering Management and Science (IJPREMS), 1(3):70–88. DOI.
• Kendyala, Srinivasulu Harshavardhan, Balaji Govindarajan, Imran Khan, Om Goel, Arpit Jain, and Lalit Kumar. (2021). Risk Mitigation in Cloud-Based Identity Management Systems: Best Practices. International Journal of General Engineering and Technology (IJGET), 10(1):327–348.
• Ramachandran, Ramya, Abhijeet Bajaj, Priyank Mohan, Punit Goel, Satendra Pal Singh, and Arpit Jain. (2021). Implementing DevOps for Continuous Improvement in ERP Environments. International Journal of General Engineering and Technology (IJGET), 10(2):37–60.
• Ramalingam, Balachandar, Abhijeet Bajaj, Priyank Mohan, Punit Goel, Satendra Pal Singh, and Arpit Jain. Advanced Visualization Techniques for Real-Time Product Data Analysis in PLM. International Journal of General Engineering and Technology (IJGET) 10(2):61–84.
• Tirupathi, Rajesh, Nanda Kishore Gannamneni, Rakesh Jena, Raghav Agarwal, Prof. (Dr.) Sangeet Vashishtha, and Shalu Jain. Enhancing SAP PM with IoT for Smart Maintenance Solutions. International Journal of General Engineering and Technology (IJGET) 10(2):85–106. ISSN (P): 2278–9928; ISSN (E): 2278–9936.
• Ramachandran, Ramya, Nanda Kishore Gannamneni, Rakesh Jena, Raghav Agarwal, Prof. (Dr.) Sangeet Vashishtha, and Shalu Jain. (2022). Advanced Techniques for ERP Customizations and Workflow Automation. International Journal of Applied Mathematics and Statistical Sciences, 11(2): 1–10. [ISSN (P): 2319–3972; ISSN (E): 2319–3980].
• Ramalingam, Balachandar, Sivaprasad Nadukuru, Saurabh Ashwinikumar Dave, Om Goel, Arpit Jain, and Lalit Kumar. Using Predictive Analytics in PLM for Proactive Maintenance and Decision-Making. International Journal of Progressive Research in Engineering Management and Science 2(1):70–88. doi:10.58257/IJPREMS57.
• Ramalingam, Balachandar, Nanda Kishore Gannamneni, Rakesh Jena, Raghav Agarwal, Sangeet Vashishtha, and Shalu Jain. Reducing Supply Chain Costs Through Component Standardization in PLM. International Journal of Applied Mathematics and Statistical Sciences 11(2):1-10. ISSN (P): 2319–3972; ISSN (E): 2319–3980.
• Tirupathi, Rajesh, Krishna Kishor Tirupati, Sandhyarani Ganipaneni, Aman Shrivastav, Sangeet Vashishtha, and Shalu Jain. Advanced Analytics for Financial Planning in SAP Commercial Project Management (CPM). International Journal of Progressive Research in Engineering Management and Science (IJPREMS) 2(1):89–104. doi: 10.58257/IJPREMS61.
• Tirupathi, Rajesh, Sivaprasad Nadukuru, Saurabh Ashwini Kumar Dave, Om Goel, Prof. (Dr.) Arpit Jain, and Dr. Lalit Kumar. AI-Based Optimization of Resource-Related Billing in SAP Project Systems. International Journal of Applied Mathematics and Statistical Sciences 11(2):1-12. ISSN (P): 2319–3972; ISSN (E): 2319–3980.
• Das, Abhishek, Nishit Agarwal, Shyama Krishna Siddharth Chamarthy, Om Goel, Punit Goel, and Arpit Jain. 2022. “Control Plane Design and Management for Bare-Metal-as-a-Service on Azure.” International Journal of Progressive Research in Engineering Management and Science (IJPREMS) 2(2):51–67. DOI.
• Das, Abhishek, Archit Joshi, Indra Reddy Mallela, Dr. Satendra Pal Singh, Shalu Jain, and Om Goel. 2022. “Enhancing Data Privacy in Machine Learning with Automated Compliance Tools.” International Journal of Applied Mathematics and Statistical Sciences 11(2):1-10. DOI.
• Krishnamurthy, Satish, Ashvini Byri, Ashish Kumar, Satendra Pal Singh, Om Goel, and Punit Goel. 2022. “Utilizing Kafka and Real-Time Messaging Frameworks for High-Volume Data Processing.” International Journal of Progressive Research in Engineering Management and Science 2(2):68–84. DOI.
• Krishnamurthy, Satish, Nishit Agarwal, Shyama Krishna, Siddharth Chamarthy, Om Goel, Prof. (Dr.) Punit Goel, and Prof. (Dr.) Arpit Jain. 2022. “Machine Learning Models for Optimizing POS Systems and Enhancing Checkout Processes.” International Journal of Applied Mathematics & Statistical Sciences 11(2):1-10. IASET. ISSN (P): 2319–3972; ISSN (E): 2319–3980.
• Bhat, Smita Raghavendra, Priyank Mohan, Phanindra Kumar, Niharika Singh, Punit Goel, and Om Goel. “Scalable Solutions for Detecting Statistical Drift in Manufacturing Pipelines.” International Journal of Computer Science and Engineering (IJCSE) 11(2):341–362.
• Abdul, Rafa, Ashish Kumar, Murali Mohana Krishna Dandu, Punit Goel, Arpit Jain, and Aman Shrivastav. “The Role of Agile Methodologies in Product Lifecycle Management (PLM) Optimization.” International Journal of Computer Science and Engineering 11(2):363–390.
• Siddagoni Bikshapathi, Mahaveer, Shyamakrishna Siddharth Chamarthy, Vanitha Sivasankaran Balasubramaniam, Prof. (Dr.) MSR Prasad, Prof. (Dr.) Sandeep Kumar, and Prof. (Dr.) Sangeet. “Integration of Zephyr RTOS in Motor Control Systems: Challenges and Solutions.” International Journal of Computer Science and Engineering (IJCSE) 11(2).
• Ramalingam, Balachandar, Nishit Agarwal, Shyamakrishna Siddharth Chamarthy, Om Goel, Punit Goel, and Arpit Jain. Utilizing Generative AI for Design Automation in Product Development. International Journal of Current Science (IJCSPUB) 13(4):558. doi:10.12345/IJCSP23D1177.
• Ramalingam, Balachandar, Archit Joshi, Indra Reddy Mallela, Satendra Pal Singh, Shalu Jain, and Om Goel. Implementing AR/VR Technologies in Product Configurations for Improved Customer Experience. International Journal of Worldwide Engineering Research 2(7):35–50.
• Tirupathi, Rajesh, Sneha Aravind, Hemant Singh Sengar, Lalit Kumar, Satendra Pal Singh, and Punit Goel. Integrating AI and Data Analytics in SAP S/4 HANA for Enhanced Business Intelligence. International Journal of Computer Science and Engineering (IJCSE) 12(1):1–24.
• Tirupathi, Rajesh, Ashish Kumar, Srinivasulu Harshavardhan Kendyala, Om Goel, Raghav Agarwal, and Shalu Jain. 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.
• Tirupathi, Rajesh, Sneha Aravind, Ashish Kumar, Satendra Pal Singh, Om Goel, and Punit Goel. Improving Efficiency in SAP EPPM Through AI-Driven Resource Allocation Strategies. International Journal of Current Science (IJCSPUB) 13(4):572.
• Tirupathi, Rajesh, Abhishek Bajaj, Priyank Mohan, Punit Goel, Satendra Pal Singh, and Arpit Jain. Scalable Solutions for Real-Time Machine Learning Inference in Multi-Tenant Platforms. International Journal of Computer Science and Engineering (IJCSE) 12(2):493–516.
• Das, Abhishek, Ramya Ramachandran, Imran Khan, Om Goel, Arpit Jain, and Lalit Kumar. 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. Designing Distributed Systems for On-Demand Scoring and Prediction Services. International Journal of Current Science 13(4):514. ISSN: 2250-1770.
• Krishnamurthy, Satish, Nanda Kishore Gannamneni, Rakesh Jena, Raghav Agarwal, Sangeet Vashishtha, and Shalu Jain. 2023. “Real-Time Data Streaming for Improved Decision-Making in Retail Technology.” International Journal of Computer Science and Engineering 12(2):517–544.
• 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. Link.
• Krishnamurthy, Satish, Ramya Ramachandran, Imran Khan, Om Goel, Prof. (Dr.) Arpit Jain, and Dr. Lalit Kumar. 2023. “Developing Scalable Recommendation Engines Using AI For E-Commerce Growth.” International Journal of Current Science 13(4):594.
• Gaikwad, Akshay, Srikanthudu Avancha, Vijay Bhasker Reddy Bhimanapati, Om Goel, Niharika Singh, and Raghav Agarwal. 2023. “Predictive Maintenance Strategies for Prolonging Lifespan of Electromechanical Components.” International Journal of Computer Science and Engineering (IJCSE) 12(2):323–372. ISSN (P): 2278–9960; ISSN (E): 2278–9979. IASET.
• Sunny Jaiswal, Nusrat Shaheen, Dr. Umababu Chinta, Niharika Singh, Om Goel, Akshun Chhapola. 2024. Modernizing Workforce Structure Management to Drive Innovation in U.S. Organizations Using Oracle HCM Cloud. International Journal of Research Radicals in Multidisciplinary Fields, ISSN: 2960-043X, 3(2), 269–293.
• Jaiswal, S., Shaheen, N., Mangal, A., Singh, D. S. P., Jain, S., & Agarwal, R. 2024. Transforming Performance Management Systems for Future-Proof Workforce Development in the U.S. Journal of Quantum Science and Technology (JQST), 1(3), Apr(287–304).
• Abhijeet Bhardwaj, Pradeep Jeyachandran, Nagender Yadav, Prof. (Dr) MSR Prasad, Shalu Jain, Prof. (Dr) Punit Goel. 2024. Best Practices in Data Reconciliation between SAP HANA and BI Reporting Tools. International Journal of Research Radicals in Multidisciplinary Fields, ISSN: 2960-043X, 3(2), 348–366.
• Ramalingam, Balachandar, Ashvini Byri, Ashish Kumar, Satendra Pal Singh, Om Goel, and Punit Goel. Achieving Operational Excellence through PLM Driven Smart Manufacturing. International Journal of Research in Modern Engineering and Emerging Technology (IJRMEET) 12(6):47.
• Ramalingam, Balachandar, Archit Joshi, Indra Reddy Mallela, Satendra Pal Singh, Shalu Jain, and Om Goel. Implementing AR/VR Technologies in Product Configurations for Improved Customer Experience. International Journal of Worldwide Engineering Research 2(7):35–50.
• Bhat, Smita Raghavendra, Rakesh Jena, Rajas Paresh Kshirsagar, Om Goel, Arpit Jain, and Punit Goel. “Developing Fraud Detection Models with Ensemble Techniques in Finance.” International Journal of Research in Modern Engineering and Emerging Technology 12(5):35.
• Bhat, S. R., Ayyagari, A., & Pagidi, R. K. “Time Series Forecasting Models for Energy Load Prediction.” Journal of Quantum Science and Technology (JQST) 1(3), Aug(37–52).
• Abdul, Rafa, Arth Dave, Rahul Arulkumaran, Om Goel, Lalit Kumar, and Arpit Jain. “Impact of Cloud-Based PLM Systems on Modern Manufacturing Engineering.” International Journal of Research in Modern Engineering and Emerging Technology 12(5):53.
• Abdul, R., Khan, I., Vadlamani, S., Kumar, D. L., Goel, P. (Dr.) P., & Khair, M. A. “Integrated Solutions for Power and Cooling Asset Management through Oracle PLM.” Journal of Quantum Science and Technology (JQST) 1(3), Aug(53–69).
• Siddagoni Bikshapathi, Mahaveer, Ashish Kumar, Murali Mohana Krishna Dandu, Punit Goel, Arpit Jain, and Aman Shrivastav. “Implementation of ACPI Protocols for Windows on ARM Systems Using I2C SMBus.” International Journal of Research in Modern Engineering and Emerging Technology 12(5):68-78.
• Bikshapathi, M. S., Dave, A., Arulkumaran, R., Goel, O., Kumar, D. L., & Jain, P. A. “Optimizing Thermal Printer Performance with On-Time RTOS for Industrial Applications.” Journal of Quantum Science and Technology (JQST) 1(3), Aug(70–85).
• Rajesh Tirupathi, Abhijeet Bajaj, Priyank Mohan, Prof.(Dr) Punit Goel, Dr Satendra Pal Singh, & Prof.(Dr.) Arpit Jain. 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
• Tirupathi, R., Ramachandran, R., Khan, I., Goel, O., Jain, P. A., & Kumar, D. L. Leveraging Machine Learning for Predictive Maintenance in SAP Plant Maintenance (PM). Journal of Quantum Science and Technology (JQST), 1(2), 18–55. Retrieved from https://jqst.org/index.php/j/article/view/7
• Abhishek Das, Sivaprasad Nadukuru, Saurabh Ashwini kumar Dave, Om Goel, Prof.(Dr.) Arpit Jain, & Dr. Lalit Kumar. 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
• Das, A., Gannamneni, N. K., Jena, R., Agarwal, R., Vashishtha, P. (Dr) S., & Jain, S. Implementing Low-Latency Machine Learning Pipelines Using Directed Acyclic Graphs. Journal of Quantum Science and Technology (JQST), 1(2), 56–95. Retrieved from https://jqst.org/index.php/j/article/view/8
• Gudavalli, S., Bhimanapati, V., Mehra, A., Goel, O., Jain, P. A., & Kumar, D. L.Machine Learning Applications in Telecommunications. Journal of Quantum Science and Technology (JQST) 1(4), Nov:190–216. Read Online.
• Sayata, Shachi Ghanshyam, Rahul Arulkumaran, Ravi Kiran Pagidi, Dr. S. P. Singh, Prof. (Dr.) Sandeep Kumar, and Shalu Jain. “Developing and Managing Risk Margins for CDS Index Options.” International Journal of Research in Modern Engineering and Emerging Technology 12(5):189. https://www.ijrmeet.org.
• Sayata, S. G., Byri, A., Nadukuru, S., Goel, O., Singh, N., & Jain, P. A. “Impact of Change Management Systems in Enterprise IT Operations.” Journal of Quantum Science and Technology (JQST), 1(4), Nov(125–149). Retrieved from https://jqst.org/index.php/j/article/view/98.
• Garudasu, S., Arulkumaran, R., Pagidi, R. K., Singh, D. S. P., Kumar, P. (Dr) S., & Jain, S. “Integrating Power Apps and Azure SQL for Real-Time Data Management and Reporting.” Journal of Quantum Science and Technology (JQST), 1(3), Aug(86–116). Retrieved from https://jqst.org/index.php/j/article/view/110.
• Dharmapuram, S., Ganipaneni, S., Kshirsagar, R. P., Goel, O., Jain, P. (Dr.) A., & Goel, P. (Dr) P. “Leveraging Generative AI in Search Infrastructure: Building Inference Pipelines for Enhanced Search Results.” Journal of Quantum Science and Technology (JQST), 1(3), Aug(117–145). Retrieved from https://jqst.org/index.php/j/article/view/111.
• Ramachandran, R., Kshirsagar, R. P., Sengar, H. S., Kumar, D. L., Singh, D. S. P., & Goel, P. P. (2024). Optimizing Oracle ERP Implementations for Large Scale Organizations. Journal of Quantum Science and Technology (JQST), 1(1), 43–61. Link.
• Kendyala, Srinivasulu Harshavardhan, Krishna Kishor Tirupati, Sandhyarani Ganipaneni, Aman Shrivastav, Sangeet Vashishtha, and Shalu Jain. (2024). Optimizing PingFederate Deployment with Kubernetes and Containerization. International Journal of Worldwide Engineering Research, 2(6):34–50. Link.
• Ramachandran, Ramya, Ashvini Byri, Ashish Kumar, Dr. Satendra Pal Singh, Om Goel, and Prof. (Dr.) Punit Goel. (2024). Leveraging AI for Automated Business Process Reengineering in Oracle ERP. International Journal of Research in Modern Engineering and Emerging Technology (IJRMEET), 12(6):31. Retrieved October 20, 2024 (https://www.ijrmeet.org).
• Ramachandran, Ramya, Balaji Govindarajan, Imran Khan, Om Goel, Prof. (Dr.) Arpit Jain; Dr. Lalit Kumar. (2024). Enhancing ERP System Efficiency through Integration of Cloud Technologies. Iconic Research and Engineering Journals, Volume 8, Issue 3, 748-764.
• Ramalingam, B., Kshirsagar, R. P., Sengar, H. S., Kumar, D. L., Singh, D. S. P., & Goel, P. P. (2024). Leveraging AI and Machine Learning for Advanced Product Configuration and Optimization. Journal of Quantum Science and Technology (JQST), 1(2), 1–17. Link.
• Balachandar Ramalingam, Balaji Govindarajan, Imran Khan, Om Goel, Prof. (Dr.) Arpit Jain; Dr. Lalit Kumar. (2024). Integrating Digital Twin Technology with PLM for Enhanced Product Lifecycle Management. Iconic Research and Engineering Journals, Volume 8, Issue 3, 727-747.