TuckerMPI: A Parallel C++/MPI Software Package for Large-scale Data Compression via the Tucker Tensor Decomposition.
Grey BallardAlicia M. KlinvexTamara G. KoldaPublished in: ACM Trans. Math. Softw. (2020)
Keyphrases
- data compression
- software package
- tensor decomposition
- data representation
- shared memory
- open source
- auxiliary information
- user friendly
- high order
- parallel computing
- tensor factorization
- compression algorithm
- compression ratio
- decomposition algorithm
- high performance computing
- low rank
- visual data
- image data
- linear combination
- image segmentation
- wavelet transform
- computer architecture
- image sequences
- dimensionality reduction
- higher order