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Further, with the increase in the number of computing nodes, sanitization time can be further reduced.
Fig. 2 Effect of varying data size on sanitization time with single computing node (MaxFIA) Fig. 3 Effect of varying data size on sanitization time with single computing node (SWA).
Fig. 4 Effect of varying data size on sanitization time with varying number of computing nodes in cluster (MaxFIA) Fig. 5 Effect of varying data size on sanitization time with varying number of computing nodes in cluster (SWA).
MapReduce framework not only reduces the sanitization time but also mitigates the requirement of sliding window approach.
It can be clearly observed that with the increase in sensitive content size the sanitization time increases.
Lastly, another set of experiments explores the change in sanitization time with varying sizes of the sensitive content present in a dataset.
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