Mahesh Ravishankar

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 9

Top Topics

Distributed Memory

Execution Environment

Top Venues

Publications

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 (2022)
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) (2022)
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 (2022)
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)
Mahesh Ravishankar, Vinod Grover
Automatic acceleration of Numpy applications on GPUs and multicore CPUs. CoRR (2019)
Venmugil Elango, Norm Rubin, Mahesh Ravishankar, Hariharan Sandanagobalane, Vinod Grover
Diesel: DSL for linear algebra and neural net computations on GPUs. MAPL@PLDI (2018)
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) (2018)
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)
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)
Mahesh Ravishankar, Paulius Micikevicius, Vinod Grover
Fusing convolution kernels through tiling. ARRAY@PLDI (2015)
Mahesh Ravishankar, Justin Holewinski, Vinod Grover
Forma: a DSL for image processing applications to target GPUs and multi-core CPUs. GPGPU@PPoPP (2015)
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)
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 (2014)
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) (2014)
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) (2013)
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)
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)
Giridhar Sreenivasa Murthy, Mahesh Ravishankar, Muthu Manikandan Baskaran, Ponnuswamy Sadayappan
Optimal loop unrolling for GPGPU programs. IPDPS (2010)