Continuous New OLAP Operations on Data Streams

Abstract

Abstract — Data stream is a continuous, real time, multidimensional, ordered sequence of data elements produced by the data source. The efforts have been made to do the analytic processing on data streams. In order to do so, a portion of the stream is captured in a window and is mapped to the multidimensional structure onto which the existing OLAP operations are applied. We have also worked on the same approach but here the multidimensional structure- Cube is analyzed using two new OLAP operations. These OLAP operations are Virtual- Rollup and Restrict. This paper aim towards a new angle of handling continuous analysis of data stream data using the new set of OLAP operators. Keywords-data streams, OLAP.

Cite this paper

@article{suri2015continuous,
  title = {{Continuous New OLAP Operations on Data Streams}},
  author = {Suri, Bhawna},
  year = {2015}
}

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