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Continuous Matrix Approximation on Distributed Data
[article]
2014
arXiv
pre-print
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
arXiv:1404.7571v1
fatcat:u3uqbbbnxzh2xaniwdznm2qmhi