Review of the Complexity of Managing Big Data of the Internet of Things

Table 3

The table summarizes and refers to a representative set of papers focusing on the variety of information in the context of the IoT.

Reference	Title of paper	Description/Objective
[60]	Data-intensive applications, challenges, techniques and technologies: A survey on Big Data	Survey on Big Data: applications, opportunities challenges, techniques and technologies.
[61]	The rise of “big data” on cloud computing: Review and open research issues	Important concepts of Big Data are introduced in this study and relationships among those concepts are provided. Finally, it summarizes the open research areas and how they need to be addressed.
[62]	Deep learning applications and challenges in big data analytics	In this paper, it is indicated how beneficial Deep Learning could be for several aspects of Big Data pattern recognition, analytics, semantic, etc.
[63]	On the use of MapReduce for imbalanced big data using Random Forest	In this experimental study, the performances with Random Forest classifier and MapReduce scheme have been used in order to deal with Imbalanced dataset.