Optimizing the execution of multiple data analysis queries on parallel and distributed environments

@article{Andrade2004OptimizingTE,
  title={Optimizing the execution of multiple data analysis queries on parallel and distributed environments},
  author={Henrique Andrade and Tahsin M. Kurç and Alan Sussman and Joel H. Saltz},
  journal={IEEE Transactions on Parallel and Distributed Systems},
  year={2004},
  volume={15},
  pages={520-532}
}
We investigate techniques for efficiently executing multiquery workloads from data and computation-intensive applications in parallel and/or distributed computing environments. In this context, we describe a database optimization framework that supports data and computation reuse, query scheduling, and active semantic caching to speed up the evaluation of multiquery workloads. Its most striking feature is the ability of optimizing the execution of queries in the presence of application-specific… CONTINUE READING
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