Mahesh Ravishankar

21 papers A* 1A 3B 2Journal 9Unranked 6
YearRankTypeTitle / Venue / Authors
2025 A conf
Pattern Matching in AI Compilers and Its Formalization.
CGO
Joseph W. Cutler, Alex Collins, Bin Fan, Mahesh Ravishankar, Vinod Grover
2024 J jnl
Pattern Matching in AI Compilers and its Formalization (Extended Version).
CoRR
Joseph W. Cutler, Alex Collins, Bin Fan, Mahesh Ravishankar, Vinod Grover
2023 — conf
Performance-Portable Tensor Transpositions in MLIR.
LCPC
Mahesh Lakshminarasimhan, Mahesh Ravishankar, Mary W. Hall, P. Sadayappan
2022 J jnl
Composable and Modular Code Generation in MLIR: A Structured and Retargetable Approach to Tensor Compiler Construction.
CoRR
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
2022 — conf
Structured Operations: Modular Design of Code Generators for Tensor Compilers.
LCPC
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
2022 J jnl
TinyIREE: An ML Execution Environment for Embedded Systems From Compilation to Deployment.
IEEE Micro
Hsin-I Cindy Liu, Marius Brehler, Mahesh Ravishankar, Nicolas Vasilache, Ben Vanik, Stella Laurenzo
2022 J jnl
TinyIREE: An ML Execution Environment for Embedded Systems from Compilation to Deployment.
CoRR
Hsin-I Cindy Liu, Marius Brehler, Mahesh Ravishankar, Nicolas Vasilache, Ben Vanik, Stella Laurenzo
2019 J jnl
Automatic acceleration of Numpy applications on GPUs and multicore CPUs.
CoRR
Mahesh Ravishankar, Vinod Grover
2018 — conf
Diesel: DSL for linear algebra and neural net computations on GPUs.
MAPL@PLDI
Venmugil Elango, Norm Rubin, Mahesh Ravishankar, Hariharan Sandanagobalane, Vinod Grover
2018 J jnl
Domain-Specific Optimization and Generation of High-Performance GPU Code for Stencil Computations.
Proc. IEEE
Prashant Singh Rawat, Miheer Vaidya, Aravind Sukumaran-Rajam, Mahesh Ravishankar, Vinod Grover, Atanas Rountev, Louis-Noël Pouchet, P. Sadayappan
2016 — conf
Effective resource management for enhancing performance of 2D and 3D stencils on GPUs.
GPGPU@PPoPP
Prashant Singh Rawat, Changwan Hong, Mahesh Ravishankar, Vinod Grover, Louis-Noël Pouchet, P. Sadayappan
2016 B conf
Resource Conscious Reuse-Driven Tiling for GPUs.
PACT
Prashant Singh Rawat, Changwan Hong, Mahesh Ravishankar, Vinod Grover, Louis-Noël Pouchet, Atanas Rountev, P. Sadayappan
2015 B conf
Distributed memory code generation for mixed Irregular/Regular computations.
PPoPP
Mahesh Ravishankar, Roshan Dathathri, Venmugil Elango, Louis-Noël Pouchet, J. Ramanujam, Atanas Rountev, P. Sadayappan
2015 — conf
Forma: a DSL for image processing applications to target GPUs and multi-core CPUs.
GPGPU@PPoPP
Mahesh Ravishankar, Justin Holewinski, Vinod Grover
2015 — conf
Fusing convolution kernels through tiling.
ARRAY@PLDI
Mahesh Ravishankar, Paulius Micikevicius, Vinod Grover
2014 J jnl
Automatic parallelization of a class of irregular loops for distributed memory systems.
ACM Trans. Parallel Comput.
Mahesh Ravishankar, John Eisenlohr, Louis-Noël Pouchet, J. Ramanujam, Atanas Rountev, P. Sadayappan
2014 J jnl
Beyond Reuse Distance Analysis: Dynamic Analysis for Characterization of Data Locality Potential.
CoRR
Naznin Fauzia, Venmugil Elango, Mahesh Ravishankar, J. Ramanujam, Fabrice Rastello, Atanas Rountev, Louis-Noël Pouchet, P. Sadayappan
2013 J jnl
Beyond reuse distance analysis: Dynamic analysis for characterization of data locality potential.
ACM Trans. Archit. Code Optim.
Naznin Fauzia, Venmugil Elango, Mahesh Ravishankar, J. Ramanujam, Fabrice Rastello, Atanas Rountev, Louis-Noël Pouchet, P. Sadayappan
2012 A conf
Code generation for parallel execution of a class of irregular loops on distributed memory systems.
SC
Mahesh Ravishankar, John Eisenlohr, Louis-Noël Pouchet, J. Ramanujam, Atanas Rountev, P. Sadayappan
2012 A* conf
Dynamic trace-based analysis of vectorization potential of applications.
PLDI
Justin Holewinski, Ragavendar Ramamurthi, Mahesh Ravishankar, Naznin Fauzia, Louis-Noël Pouchet, Atanas Rountev, P. Sadayappan
2010 A conf
Optimal loop unrolling for GPGPU programs.
IPDPS
Giridhar Sreenivasa Murthy, Mahesh Ravishankar, Muthu Manikandan Baskaran, Ponnuswamy Sadayappan