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Solving Performance Issues in BI through Purpose-built Analytical ...

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Approaches Used for Achiev<strong>in</strong>g Database<br />

<strong>Performance</strong><br />

Parallel Process<strong>in</strong>g<br />

Optimizations for parallel process<strong>in</strong>g and m<strong>in</strong>imal data retrieval<br />

MPP<br />

Column<br />

Disk<br />

Column store with compression Proprietary hardware<br />

Decompress<br />

RAM<br />

Buffer<br />

Manager<br />

Data Warehouse Appliances<br />

Acceptable performance has been achieved by us<strong>in</strong>g more hardware<br />

or by <strong>in</strong>telligently lower<strong>in</strong>g the volume of data to be processed<br />

However, none of these approaches leverages the performance features of<br />

today’s CPUs i.e. tak<strong>in</strong>g the most out of each modern commodity CPU

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