Innovations in Data Modeling Using SAP HANA ...

Innovations in Data Modeling Using SAP HANA Calculation Views

Author Name : Piyush Bipinkumar Desai, Niharika Singh

ABSTRACT Data modeling is a critical aspect of modern data management, especially with the growing complexity of largescale enterprise systems. SAP HANA, as an in-memory database platform, has revolutionized the way data is processed and modeled. Its high-performance architecture offers unique capabilities for real-time data analytics, making it an ideal tool for innovations in data modeling. One of the most powerful features of SAP HANA is the use of Calculation Views, which enable users to define complex data models for reporting and analytics without needing external ETL processes. This paper explores the innovative techniques and best practices involved in creating and optimizing SAP HANA Calculation Views for advanced data modeling. By leveraging various types of Calculation Views—such as Graphical, SQL Script, and Analytical Views—enterprises can design models that handle large datasets with high efficiency.