ALTO: Adaptive Linearized Storage of Sparse Tensors

v1v2 (latest)

ALTO: Adaptive Linearized Storage of Sparse Tensors

20 February 2021

Jesmin Jahan Tithi

Teresa M. Ranadive

Fabrizio Petrini

ArXiv (abs)PDF HTML

Papers citing "ALTO: Adaptive Linearized Storage of Sparse Tensors"

7 / 7 papers shown

Title
A Sparse Tensor Generator with Efficient Feature Extraction Tugba Torun Eren Yenigul Ameer Taweel 59 0 0 08 May 2024
Accelerating Sparse Tensor Decomposition Using Adaptive Linearized Representation Jan Laukemann Ahmed E. Helal S. I. G. Anderson Fabio Checconi Yongseok Soh Jesmin Jahan Tithi Teresa M. Ranadive Brian J Gravelle Fabrizio Petrini Jeewhan Choi 31 1 0 11 Mar 2024
Dynasor: A Dynamic Memory Layout for Accelerating Sparse MTTKRP for Tensor Decomposition on Multi-core CPU Sasindu Wijeratne Rajgopal Kannan Viktor Prasanna 21 4 0 17 Sep 2023
Performance Modeling Sparse MTTKRP Using Optical Static Random Access Memory on FPGA Sasindu Wijeratne Akhilesh R. Jaiswal Ajey P. Jacob Bingyi Zhang Viktor Prasanna 40 2 0 22 Aug 2022
Towards Programmable Memory Controller for Tensor Decomposition Sasindu Wijeratne Ta-Yang Wang Rajgopal Kannan Viktor Prasanna 17 2 0 17 Jul 2022
Efficient, Out-of-Memory Sparse MTTKRP on Massively Parallel Architectures A. Nguyen Ahmed E. Helal Fabio Checconi Jan Laukemann Jesmin Jahan Tithi Yongseok Soh Teresa M. Ranadive Fabrizio Petrini Jee W. Choi 20 8 0 29 Jan 2022
SparseP: Towards Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Systems Christina Giannoula Ivan Fernandez Juan Gómez Luna N. Koziris G. Goumas O. Mutlu MoE 85 26 0 13 Jan 2022