Abstract
Informed decision-making, better communication and faster response to business situation are the key differences between leaders and followers in this competitive global marketplace. A data-driven organization can analyze patterns & anomalies to make sense of the current situation and be ready for future opportunities. Organizations no longer have the problem of “lack of data”, but the problem of “actionable data” at the right time to act, direct and influence their business decisions. The data exists in different transactional systems and/or data warehouse systems, which takes significant time to retrieve/ process relevant information and negatively impacts the time window to out-maneuver the competition. To solve the problem of “actionable data”, enterprises can take advantage of the SAP HANA [1] in-memory platform that enables rapid processing and analysis of huge volumes of data in real-time. This paper discusses how SAP HANA virtual data models can be used for on-the-fly analysis of live transactional data to derive insight, perform what-if analysis and execute business transactions in real-time without using persisted aggregates.
Highlights
IntroductionA. Pattanayak 2 like Count, Sum, Min, Max and Avg. With SAP HANA, all data is stored in memory (RAM) which gives the CPUs quick access to data for processing and SAP HANA can process around 1b scans/second/core and 10 m rows/second join performance [2]
This paper discusses how SAP HANA virtual data models can be used for on-the-fly analysis of live transactional data to derive insight, perform what-if analysis and execute business transactions in real-time without using persisted aggregates
SAP HANA is a high-performance analytics platform based on an in-memory columnar database developed and marketed by SAP
Summary
A. Pattanayak 2 like Count, Sum, Min, Max and Avg. With SAP HANA, all data is stored in memory (RAM) which gives the CPUs quick access to data for processing and SAP HANA can process around 1b scans/second/core and 10 m rows/second join performance [2]. SAP HANA provides a sophisticated platform to model business requirements as virtual data models on top physical tables. These requirements may range from simple calculations to join/union/rank database operations. It can perform complex calculations involving geo-spatial, text analysis, predictive analysis and machine learning involving billions of records in a distributed/ scale-out environment
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