to process the large amount of data of IoT. Generally speaking,
either the preprocessing operator of KDD or the data mining
technologies need to be redesigned for IoT that can produce a
large amount of data. Otherwise, the data mining technologies
today can only be applied to small scale IoT system that can
produce nothing but a small amount of data.
To develop a high-performance data mining module of KDD
for IoT, the three key considerations in choosing the applicable
mining technologies for the problem to be solved by the KDD
technology—the objective, characteristics of data, and mining
algorithm—are as given below