Continuous Matrix Approximation on Distributed Data

@article{Ghashami2014ContinuousMA,
  title={Continuous Matrix Approximation on Distributed Data},
  author={Mina Ghashami and Jeff M. Phillips and Feifei Li},
  journal={PVLDB},
  year={2014},
  volume={7},
  pages={809-820}
}
Tracking and approximating data matrices in streaming fashion is a fundamental challenge. The problem requires more care and attention when data comes from multiple distributed sites, each receiving a stream of data. This paper considers the problem of “tracking approximations to a matrix” in the distributed streaming model. In this model, there are m distributed sites each observing a distinct stream of data (where each element is a row of a distributed matrix) and has a communication channel… CONTINUE READING
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Continuous matrix approximation on distributed data

  • M. Ghashami, J. M. Phillips, F. Li
  • ArXiv
  • 2014

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