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In the last few years, the number of users of the internet becomes more than the number of humans on the planet themselves. Indeed, the big parts of surfers are intelligent devices used in normal life or by researches. Connecting smart devices to internet have provided a huge amount of data which make analyzing, storing and managing it as a difficult task. On the other hand, cloud computing provides a great potential to manage and store data. Consequently, many researchers propose to use cloud computing to manage data collected by things. However, the use of cloud computing with things face many challengeslike: minimize the use of energy, provide the best quality of service, protect and facilitate the access to data, use data effectively and avoid unnecessary data. In this research, we concentrate on how to use artificial intelligence to segregate unnecessary data collected by things, to avoid unnecessary …