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Simulator for Database Aggregation Using Metadata


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1 University Engineering College, Kota, India
     

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The ‗Simulator for Database Aggregation using Metadata‘ addresses the problem of hardcoded end-user applications by sitting between the end-user application and the DBMS, and intercepting the end user's SQL. With a Simulator for Database Aggregation using metadata, the end-user application now speaks "base-level" SQL and never attempts to call for an aggregate directly. Using metadata describing the data warehouse's portfolio of aggregates, the aggregate navigator transforms the base-level SQL into "simulator-aware" SQL. The end user and the application designer can now proceed to build and use applications, blissfully unaware of which aggregates are available. The goal of an aggregate program in a large data warehouse must be more than just improving performance. This simulator provides dramatic performance gains for as many categories of user queries as possible. The 'Simulator for Database Aggregation using Metadata' is a general purpose simulator. It creates a new database or modify existing database. User enters a base-level SQL query and this simulator transforms this base-level SQL query into simulator-aware SQL (SA-SQL) query. This simulator can solve those queries which are related to the database created by user.

Keywords

Metadata, ETL, OLAP, OLTP, Data Warehouse, Datamart.
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  • Simulator for Database Aggregation Using Metadata

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Authors

Sandeep Kumar
University Engineering College, Kota, India

Abstract


The ‗Simulator for Database Aggregation using Metadata‘ addresses the problem of hardcoded end-user applications by sitting between the end-user application and the DBMS, and intercepting the end user's SQL. With a Simulator for Database Aggregation using metadata, the end-user application now speaks "base-level" SQL and never attempts to call for an aggregate directly. Using metadata describing the data warehouse's portfolio of aggregates, the aggregate navigator transforms the base-level SQL into "simulator-aware" SQL. The end user and the application designer can now proceed to build and use applications, blissfully unaware of which aggregates are available. The goal of an aggregate program in a large data warehouse must be more than just improving performance. This simulator provides dramatic performance gains for as many categories of user queries as possible. The 'Simulator for Database Aggregation using Metadata' is a general purpose simulator. It creates a new database or modify existing database. User enters a base-level SQL query and this simulator transforms this base-level SQL query into simulator-aware SQL (SA-SQL) query. This simulator can solve those queries which are related to the database created by user.

Keywords


Metadata, ETL, OLAP, OLTP, Data Warehouse, Datamart.