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Journal of Internet Services and Applications

Table 11 Algorithm resource consumption

From: Smartphone-based outlier detection: a complex event processing approach for driving behavior detection

Algorithm

h = 100 and Δ = 10

h = 50 and Δ = 20

RAM(MB)

CPU (%)

RAM(MB)

CPU (%)

K-means

6.75 MB

20.20%

7.83 MB

23.35%

Box Plot

6.30 MB

11.40%

7.30 MB

11.45%

Z-score

6.15 MB

6.61%

6.40 MB

7.46%

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