Phased Migration Strategies for Modernizing Enterprise Data Warehouses
DOI:
https://doi.org/10.15662/IJARCST.2025.0803006Keywords:
Data Warehouse, Oracle Cloud Database, Oracle Customer Warehouse EnvironmentAbstract
A data warehouse combines enormous amounts of structured and semi-structured data from varied sources, enabling operational efficiency, analysis of historical trends, and decision-making. Oracle Cloud Database offers cloud-native capabilities like elasticity, auto-scaling, native security, and high availability that give firms a scalable and fault-tolerant foundation minimizing infrastructure cost while supporting real-time analytics, machine learning, and complex data processing. Deploying an Oracle Customer Warehouse Environment (CWE) on a new cloud data warehouse platform has the following benefits: elasticity and scalability, cost-effective, low maintenance, improved performance, improved data integration, strong security and compliance, and faster time to insight. Pay-asyou-go models keep ownership costs minimal by avoiding upfront hardware and license costs. Cloud services with management spare patching, backups, and tuning to reduce administrative effort. Migration of an Oracle Customer Warehouse Environment (CWE) to a modern cloud data warehouse platform offers a new, dynamic, and cost-effective analytics platform that can grow and change with changing firm needs and yield value indefinitely.
References
1. “The Role of Data Warehousing in CRM”, July 8, 2024, https://www.sprinkledata.com/blogs/the-role-of-datawarehousing-in-crm.
2. “What is a customer data warehouse?”, Craig Dennis, Apr 4, 2023, https://hightouch.com/blog/customer-datawarehouse.
3. “CDP vs. Data Warehouse: Which Do You Need? (Comparison)”, Ethan, May 27, 2023,
https://portable.io/learn/cdp-vs-data-warehouse.
4. “CDP vs. Data Warehouse: What's Best for Your Business?”, Ram Prabhakar, August 21, 2024,
https://www.xerago.com/xtelligence/cdp-vs-datawarehouse.
5. “11 Steps for an Effective Data Warehouse Migration”, atlan, November 21st, 2023, https://atlan.com/datawarehouse-migration/.
6. “Migrating from Oracle to Snowflake”, https://www.phdata.io/blog/oracle-to-snowflake-migration-guide/.
7. “The Future of Cloud Migration: AI and Machine Learning Innovations”, Swetha B, Harshavardhan Doma, 7 Feb
2025, https://ijatca.com/archives/Volume10/Number2/sm2510022
8. “A User Control Framework for Cloud Data Migration in Software as a Service”, Danga Imbaji Injuwe, Hamidah
Ibrahim, Fatimah Sidi, Iskandar Ishak, 2024, https://thesai.org/Downloads/Volume15No3/Paper_80-
A_User_Control_Framework_for_Cloud _Data_Migration.pdf.
9. “Data Migration in the Cloud Database: A Review of Vendor Solutions and Challenges”, Venkata Nagesh
Boddapati, Manikanth Sarisa, Mohit Surender Reddy, Janardhana Rao Sunkara, Shravan Kumar Rajaram, Sanjay
Bauskar, Kiran Polimetla, 21 Nov 2024, https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4977121.
10. “Migration challenges of legacy software to the cloud: a socio-technical perspective”, Bashair Althani, 17 May
2025, https://www.tandfonline.com/doi/full/10.1080/23311975.2025.2503421.
11. “Legacy systems to cloud migration: A review from the architectural perspective”, Muhammad Hafiz Hasan, Mohd
Hafeez Osman, Novia Indriaty Admodisastro, Muhamad Sufri Muhammad, August 2023,
https://doi.org/10.1016/j.jss.2023.111702.
12. “Cloud Migration Strategies: Ensuring Seamless Integration and Scalability in Dynamic Business Environments”,
Phani Durga Nanda Kishore Kommisetty, Nareddy Abhireddy, 2024,
https://www.ijecs.in/index.php/ijecs/article/view/4812.
13. “Netezza to Snowflake Migration Accelerated by 4.8X”, Sandesh Gawande, https://icedq.com/resources/casestudies/netezza-to-snowflake-migration-case-study.
14. “Migrating Data from Oracle to Snowflake”, Jose Chacon Bogarin, on Apr 12, 2022,
https://www.gapvelocity.ai/blog/migrating-data-from-oracle-to-snowflake.
15. “Oracle to Snowflake – Migrate data to Snowflake with Change Data Capture”, John Kutay,
https://www.striim.com/blog/oracle-to-snowflake/.
16. “Data Migration KPIs: A Guide to Data Migration Success Metrics”, Peter Aling, 26 January, 2024,
https://smartparse.io/posts/measuring-data-migration-success/.


