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

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

One operation<br />

performed on one<br />

element at a time<br />

Large overheads<br />

Traditional Scalar<br />

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

1 x 1 = 1<br />

2 x 2 = 4<br />

3 x 3 = 9<br />

4 x 4 = 16<br />

5 x 5 = 25<br />

6 x 6 = 36<br />

7 x 7 = 49<br />

8 x 8 = 64<br />

.<br />

.<br />

.<br />

n x n = n 2<br />

Many<br />

V’s<br />

1<br />

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

1 x 1<br />

2 x 2<br />

3 x 3<br />

4 x 4<br />

5 x 5<br />

6 x 6<br />

7 x 7<br />

8 x 8<br />

.<br />

.<br />

.<br />

n x n<br />

=<br />

1<br />

4<br />

9<br />

16<br />

25<br />

36<br />

49<br />

64<br />

.<br />

.<br />

.<br />

n 2<br />

One operation<br />

performed on a set<br />

of data at a time<br />

No overheads<br />

Process even 1.5GB<br />

per second

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