640 citations · 3.8k across the 44 of their papers we have counts for
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cs.MS2019★ 44 cited
TuckerMPI: A Parallel C++/MPI Software Package for Large-scale Data Compression via the Tucker Tensor Decomposition
Grey Ballard, Alicia Klinvex, Tamara G. Kolda
Our goal is compression of massive-scale grid-structured data, such as the multi-terabyte output of a high-fidelity computational simulation. For such data sets, we have developed…
cs.MS2018★ 42 cited
Software for Sparse Tensor Decomposition on Emerging Computing Architectures
Eric Phipps, Tamara G. Kolda
In this paper, we develop software for decomposing sparse tensors that is portable to and performant on a variety of multicore, manycore, and GPU computing architectures. The resul…