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Abstract
Sensors utilization increased significantly in the past few years from a limited number to around 50 billion, as a result there is a multitudinal increase in data generation that is driving the boom of big data technologies. Federated sensor framework has the potential to utilize the existing big data technologies to efficiently process and store enormous amounts of data. Since, the field of big data is relatively new there are many technologies that are still unexplored and unknown. The focus of this study is to compare several big data technologies and tools. The study provides information about the tools functionalities and compares the results of several queries that are designed to test their performance. At the end of study we provide a set of technologies that we think are a good match for the federated sensor framework.