Communication Lower Bounds and Optimal Algorithms for Multiple Tensor-Times-Matrix Computation

Author:

Al Daas Hussam1ORCID,Ballard Grey2ORCID,Grigori Laura3ORCID,Kumar Suraj4ORCID,Rouse Kathryn5ORCID

Affiliation:

1. Science and Technology Facilities Council, Rutherford Appleton Laboratory, Didcot, Oxfordshire, OX11 0QX, UK.

2. Computer Science, Wake Forest University, Winston-Salem, NC 27106 USA.

3. Ecole Polytechnique Fédérale de Lausanne PFL Institute of Mathematics, 1015 Lausanne and Paul Scherrer Institute, Laboratory for Simulation and Modelling, 5232 PSI Villigen, Switzerland; Significant part of the work performed while at Sorbonne Université, Inria, CNRS, Université de Paris, Laboratoire Jacques-Louis Lions, Paris, France.

4. Inria Lyon Centre, France; Significant part of the work performed while at Sorbonne Université, Inria, CNRS, Université de Paris, Laboratoire Jacques-Louis Lions, Paris, France.

5. Inmar Intelligence, Winston-Salem, NC 27101 USA.

Funder

H2020 European Research Council

Division of Computing and Communication Foundations

US Department of Energy, Office of Science, Advanced Scientific Computing Research

Office of Advanced Cyberinfrastructure

Publisher

Society for Industrial & Applied Mathematics (SIAM)

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