Cloud for Distributed Data Analysis Based on the Actor Model

Abstract EN

This paper describes the construction of a Cloud for Distributed Data Analysis (CDDA) based on the actor model.

The design uses an approach to map the data mining algorithms on decomposed functional blocks, which are assigned to actors.

Using actors allows users to move the computation closely towards the stored data.

The process does not require loading data sets into the cloud and allows users to analyze confidential information locally.

The results of experiments show that the efficiency of the proposed approach outperforms established solutions.