Despite the relatively recent appearance of the term Big Data in 2008 [4] this area of science attracted huge attention of business and academia. Many tasks require analytics of huge amounts of data, for example, experiments on Large Hadron Collider [5], climate simulations [6] and creation a recommendation systems for internet services [7], but the need of analytical solutions is especially important for the business. The cost-effective solution for business is to use clouds systems which will provide transparent resource and task management [8]. Unfortunately data management and its analytics in the clouds give a lot of challenges [9] and currently there is no best way to overpass them [10].