A cluster architecture for parallel data warehousing

F. Dehne, T. Eavis, A. Rau-Chaplin
Proceedings First IEEE/ACM International Symposium on Cluster Computing and the Grid  
We describe the parallel, cluster-based implementation of an algorithm for the computation of a database operator known as the datacube. Though a number of efficient sequential algorithms have recently been proposed for this problem, very little research effort has been expended upon cost-effective parallelization techniques. Our approach builds directly upon the existing sequential proposals and is designed to be both load balanced and communication efficient. We also provide experimental
more » ... e experimental results that demonstrate the viability of our technique under a variety of test conditions. Ultimately, we show that parallel performance relative to the underlying sequential algorithm (speedup) is near optimal.
doi:10.1109/ccgrid.2001.923189 dblp:conf/ccgrid/DehneER01 fatcat:lzoko4f44nhtlals3gbdhudlrm