From High-Level Specification to High-Performance Code
Z Wang , M O’Boyle , PS Rawat , M Vaidya
Proceedings of the IEEE 106 ( 11)
2018
APOLLO: Automatic speculative POLyhedral Loop Optimizer
Philippe Clauss , Juan Manuel Martinez Caamaño , Manuel Selva , Artiom Baloian
IMPACT 2017 - 7th International Workshop on Polyhedral Compilation Techniques 8
7
2017
Associative instruction reordering to alleviate register pressure
Prashant Singh Rawat , Aravind Sukumaran-Rajam , Atanas Rountev , Fabrice Rastello
ieee international conference on high performance computing data and analytics 46
4
2018
A code generator for high-performance tensor contractions on GPUs
Jinsung Kim , Aravind Sukumaran-Rajam , Vineeth Thumma , Sriram Krishnamoorthy
symposium on code generation and optimization 85 -95
11
2019
Efficient Tiled Sparse Matrix Multiplication through Matrix Signatures
Süreyya Emre Kurt , Aravind Sukumaran-Rajam , Fabrice Rastello , Ponnuswamy Sadayyapan
ieee international conference on high performance computing data and analytics 1 -14
14
2020
Analytical Characterization and Design Space Exploration for Optimization of CNNs.
Rui Li , Yufan Xu , Aravind Sukumaran-Rajam , Atanas Rountev
arXiv: Learning
2021
Efficient distributed algorithms for Convolutional Neural Networks.
Rui Li , Yufan Xu , Aravind Sukumaran-Rajam , Atanas Rountev
2021
ALO-NMF: Accelerated Locality-Optimized Non-negative Matrix Factorization
Gordon E Moon , J Austin Ellis , Aravind Sukumaran-Rajam , Srinivasan Parthasarathy
knowledge discovery and data mining 1758 -1767
2020
Adaptive sparse tiling for sparse matrix multiplication
Changwan Hong , Aravind Sukumaran-Rajam , Israt Nisa , Kunal Singh
acm sigplan symposium on principles and practice of parallel programming 300 -314
89
2019
An efficient mixed-mode representation of sparse tensors
Israt Nisa , Jiajia Li , Aravind Sukumaran-Rajam , Prasant Singh Rawat
ieee international conference on high performance computing data and analytics 49
7
2019
Analytical cache modeling and tilesize optimization for tensor contractions
Rui Li , Aravind Sukumaran-Rajam , Richard Veras , Tze Meng Low
ieee international conference on high performance computing data and analytics 74
5
2019
Domain-Specific Optimization and Generation of High-Performance GPU Code for Stencil Computations
Prashant Singh Rawat , Miheer Vaidya , Aravind Sukumaran-Rajam , Mahesh Ravishankar
Proceedings of the IEEE 106 ( 11) 1902 -1920
18
2018
On improving performance of sparse matrix-matrix multiplication on GPUs
Rakshith Kunchum , Ankur Chaudhry , Aravind Sukumaran-Rajam , Qingpeng Niu
international conference on supercomputing 14
9
2017
The Polyhedral Model of Nonlinear Loops
Aravind Sukumaran-Rajam , Philippe Clauss
ACM Transactions on Architecture and Code Optimization 12 ( 4) 48
10
2015
GPU code optimization using abstract kernel emulation and sensitivity analysis
Changwan Hong , Aravind Sukumaran-Rajam , Jinsung Kim , Prashant Singh Rawat
programming language design and implementation 53 ( 4) 736 -751
5
2018
Register optimizations for stencils on GPUs
Prashant Singh , Aravind Sukumaran-Rajam , Atanas Rountev , Fabrice Rastello
acm sigplan symposium on principles and practice of parallel programming 53 ( 1) 168 -182
20
2018
Performance modeling for GPUs using abstract kernel emulation
Changwan Hong , Aravind Sukumaran-Rajam , Jinsung Kim , Prashant Singh Rawat
acm sigplan symposium on principles and practice of parallel programming 53 ( 1) 397 -398
1
2018
Parallel CCD++ on GPU for Matrix Factorization
Israt Nisa , Aravind Sukumaran-Rajam , Rakshith Kunchum , P Sadayappan
acm sigplan symposium on principles and practice of parallel programming 73 -83
15
2017
Speculative Program Parallelization with Scalable and Decentralized Runtime Verification
Aravind Sukumaran-Rajam , Juan Manuel Martinez Caamaño , Willy Wolff , Alexandra Jimborean
runtime verification 8734 124 -139
8
2014
Load-Balanced Sparse MTTKRP on GPUs
Israt Nisa , Jiajia Li , Aravind Sukumaran-Rajam , Richard Vuduc
international parallel and distributed processing symposium 123 -133
37
2019