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ORCIDMahesh Ravishankar
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Journal Articles
- 2022
[j4]Hsin-I Cindy Liu
, Marius Brehler, Mahesh Ravishankar, Nicolas Vasilache, Ben Vanik, Stella Laurenzo:
TinyIREE: An ML Execution Environment for Embedded Systems From Compilation to Deployment. IEEE Micro 42(5): 9-16 (2022)- 2018
- [j3]Prashant Singh Rawat, Miheer Vaidya, Aravind Sukumaran-Rajam, Mahesh Ravishankar, Vinod Grover, Atanas Rountev, Louis-Noël Pouchet, P. Sadayappan:
Domain-Specific Optimization and Generation of High-Performance GPU Code for Stencil Computations. Proc. IEEE 106(11): 1902-1920 (2018) - 2014
- [j2]Mahesh Ravishankar, John Eisenlohr, Louis-Noël Pouchet, J. Ramanujam, Atanas Rountev, P. Sadayappan:
Automatic parallelization of a class of irregular loops for distributed memory systems. ACM Trans. Parallel Comput. 1(1): 7:1-7:37 (2014) - 2013
- [j1]Naznin Fauzia, Venmugil Elango, Mahesh Ravishankar, J. Ramanujam, Fabrice Rastello, Atanas Rountev, Louis-Noël Pouchet, P. Sadayappan:
Beyond reuse distance analysis: Dynamic analysis for characterization of data locality potential. ACM Trans. Archit. Code Optim. 10(4): 53:1-53:29 (2013)
Conference and Workshop Papers
- 2022
- [c10]Nicolas Vasilache, Oleksandr Zinenko, Aart J. C. Bik, Mahesh Ravishankar, Thomas Raoux, Alexander Belyaev, Matthias Springer, Tobias Gysi, Diego Caballero, Stephan Herhut, Stella Laurenzo, Albert Cohen:
Structured Operations: Modular Design of Code Generators for Tensor Compilers. LCPC 2022: 141-156 - 2018
- [c9]Venmugil Elango, Norm Rubin, Mahesh Ravishankar, Hariharan Sandanagobalane, Vinod Grover:
Diesel: DSL for linear algebra and neural net computations on GPUs. MAPL@PLDI 2018: 42-51 - 2016
- [c8]Prashant Singh Rawat, Changwan Hong, Mahesh Ravishankar, Vinod Grover, Louis-Noël Pouchet, Atanas Rountev, P. Sadayappan:
Resource Conscious Reuse-Driven Tiling for GPUs. PACT 2016: 99-111 - [c7]Prashant Singh Rawat, Changwan Hong, Mahesh Ravishankar, Vinod Grover, Louis-Noël Pouchet, P. Sadayappan:
Effective resource management for enhancing performance of 2D and 3D stencils on GPUs. GPGPU@PPoPP 2016: 92-102 - 2015
- [c6]Mahesh Ravishankar, Paulius Micikevicius, Vinod Grover:
Fusing convolution kernels through tiling. ARRAY@PLDI 2015: 43-48 - [c5]Mahesh Ravishankar, Roshan Dathathri, Venmugil Elango, Louis-Noël Pouchet, J. Ramanujam, Atanas Rountev, P. Sadayappan:
Distributed memory code generation for mixed Irregular/Regular computations. PPoPP 2015: 65-75 - [c4]Mahesh Ravishankar, Justin Holewinski, Vinod Grover:
Forma: a DSL for image processing applications to target GPUs and multi-core CPUs. GPGPU@PPoPP 2015: 109-120 - 2012
- [c3]Justin Holewinski, Ragavendar Ramamurthi, Mahesh Ravishankar, Naznin Fauzia, Louis-Noël Pouchet, Atanas Rountev, P. Sadayappan:
Dynamic trace-based analysis of vectorization potential of applications. PLDI 2012: 371-382 - [c2]Mahesh Ravishankar, John Eisenlohr, Louis-Noël Pouchet, J. Ramanujam, Atanas Rountev, P. Sadayappan:
Code generation for parallel execution of a class of irregular loops on distributed memory systems. SC 2012: 72 - 2010
- [c1]Giridhar Sreenivasa Murthy, Mahesh Ravishankar, Muthu Manikandan Baskaran, Ponnuswamy Sadayappan:
Optimal loop unrolling for GPGPU programs. IPDPS 2010: 1-11
Informal and Other Publications
- 2022
- [i4]Nicolas Vasilache, Oleksandr Zinenko, Aart J. C. Bik, Mahesh Ravishankar, Thomas Raoux, Alexander Belyaev, Matthias Springer, Tobias Gysi, Diego Caballero, Stephan Herhut, Stella Laurenzo, Albert Cohen:
Composable and Modular Code Generation in MLIR: A Structured and Retargetable Approach to Tensor Compiler Construction. CoRR abs/2202.03293 (2022) - [i3]Hsin-I Cindy Liu, Marius Brehler, Mahesh Ravishankar, Nicolas Vasilache, Ben Vanik, Stella Laurenzo:
TinyIREE: An ML Execution Environment for Embedded Systems from Compilation to Deployment. CoRR abs/2205.14479 (2022) - 2019
- [i2]Mahesh Ravishankar, Vinod Grover:
Automatic acceleration of Numpy applications on GPUs and multicore CPUs. CoRR abs/1901.03771 (2019) - 2014
- [i1]Naznin Fauzia, Venmugil Elango, Mahesh Ravishankar, J. Ramanujam, Fabrice Rastello, Atanas Rountev, Louis-Noël Pouchet, P. Sadayappan:
Beyond Reuse Distance Analysis: Dynamic Analysis for Characterization of Data Locality Potential. CoRR abs/1401.5024 (2014)
Coauthor Index
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