Muthu Manikandan Baskaran

发表

Polyhedral Optimization of TensorFlow Computation Graphs

Benoît Meister, Jonathan Springer, Benoît Pradelle, 2017, ESPT/VPA@SC.

Re-Introduction of communication-avoiding FMM-accelerated FFTs with GPU acceleration

Benoît Meister, Nicolas Vasilache, Muthu Manikandan Baskaran, 2013, 2013 IEEE High Performance Extreme Computing Conference (HPEC).

Efficient and scalable computations with sparse tensors

Benoît Meister, Nicolas Vasilache, Muthu Manikandan Baskaran, 2012, 2012 IEEE Conference on High Performance Extreme Computing.

Automatic data movement and computation mapping for multi-level parallel architectures with explicitly managed memories

Uday Bondhugula, Sriram Krishnamoorthy, J. Ramanujam, 2008, PPoPP.

R-Stream Compiler

Benoît Meister, Nicolas Vasilache, Allen Leung, 2011, Encyclopedia of Parallel Computing.

All-at-once Decomposition of Coupled Billion-scale Tensors in Apache Spark

Muthu Manikandan Baskaran, Richard Lethin, Aditya Gudibanda, 2018, 2018 IEEE High Performance extreme Computing Conference (HPEC).

Parallelizing and optimizing sparse tensor computations

Benoît Meister, Muthu Manikandan Baskaran, Richard Lethin, 2014, ICS '14.

Towards effective automatic parallelization for multicore systems

Uday Bondhugula, Sriram Krishnamoorthy, J. Ramanujam, 2008, 2008 IEEE International Symposium on Parallel and Distributed Processing.

Accelerated low-rank updates to tensor decompositions

Tahina Ramananandro, Muthu Manikandan Baskaran, Richard Lethin, 2016, 2016 IEEE High Performance Extreme Computing Conference (HPEC).

Automatic Transformations for Communication-Minimized Parallelization and Locality Optimization in the Polyhedral Model

Uday Bondhugula, Sriram Krishnamoorthy, J. Ramanujam, 2008, CC.

Optimal loop unrolling for GPGPU programs

P. Sadayappan, Muthu Manikandan Baskaran, Mahesh Ravishankar, 2010, 2010 IEEE International Symposium on Parallel & Distributed Processing (IPDPS).

Efficient Compilation to Event-Driven Task Programs pdf

Benoît Meister, Benoît Pradelle, Muthu Manikandan Baskaran, 2016, ArXiv.

Parameterized tiling revisited

J. Ramanujam, P. Sadayappan, Sanket Tavarageri, 2010, CGO '10.

Automatic Code Generation and Data Management for an Asynchronous Task-Based Runtime

Benoît Meister, Richard A. Lethin, Benoît Pradelle, 2016, 2016 5th Workshop on Extreme-Scale Programming Tools (ESPT).

Memory reuse optimizations in the R-Stream compiler

Benoît Meister, Nicolas Vasilache, Muthu Manikandan Baskaran, 2013, GPGPU@ASPLOS.

DynTile: Parametric tiled loop generation for parallel execution on multicore processors

J. Ramanujam, P. Sadayappan, Muthu Manikandan Baskaran, 2010, 2010 IEEE International Symposium on Parallel & Distributed Processing (IPDPS).

Enhancing Network Visibility and Security through Tensor Analysis

Muthu Manikandan Baskaran, Richard Lethin, Thomas Henretty, 2019, Future Gener. Comput. Syst..

Polyhedral user mapping and assistant visualizer tool for the r-stream auto-parallelizing compiler

Benoît Meister, Klaus Mueller, Ann Johnson, 2015, 2015 IEEE 3rd Working Conference on Software Visualization (VISSOFT).

Polyhedral compilation for energy efficiency

Benoît Meister, Benoît Pradelle, Muthu Manikandan Baskaran, 2016, 2016 IEEE High Performance Extreme Computing Conference (HPEC).

A Tale of Three Runtimes pdf

Benoît Meister, Nicolas Vasilache, Sanket Tavarageri, 2014, ArXiv.

A compiler framework for optimization of affine loop nests for gpgpus

Uday Bondhugula, Sriram Krishnamoorthy, J. Ramanujam, 2008, ICS '08.

A mapping path for multi-GPGPU accelerated computers from a portable high level programming abstraction

Benoît Meister, Cédric Bastoul, Nicolas Vasilache, 2010, GPGPU-3.

Automatic C-to-CUDA Code Generation for Affine Programs

J. Ramanujam, P. Sadayappan, Muthu Manikandan Baskaran, 2010, CC.

Scalable Hierarchical Polyhedral Compilation

Benoît Meister, Benoît Pradelle, Muthu Manikandan Baskaran, 2016, 2016 45th International Conference on Parallel Processing (ICPP).

Optimization of symmetric tensor computations

Benoît Meister, Muthu Manikandan Baskaran, Richard Lethin, 2015, 2015 IEEE High Performance Extreme Computing Conference (HPEC).

Computationally Efficient CP Tensor Decomposition Update Framework for Emerging Component Discovery in Streaming Data

Muthu Manikandan Baskaran, Richard Lethin, Tom Henretty, 2018, 2018 IEEE High Performance extreme Computing Conference (HPEC).

Effective automatic parallelization of stencil computations

Uday Bondhugula, Sriram Krishnamoorthy, J. Ramanujam, 2007, PLDI '07.

Automatic cluster parallelization and minimizing communication via selective data replication

Benoît Meister, Sanket Tavarageri, Ann Johnson, 2015, 2015 IEEE High Performance Extreme Computing Conference (HPEC).

Low-overhead load-balanced scheduling for sparse tensor computations

Benoît Meister, Muthu Manikandan Baskaran, Richard Lethin, 2014, 2014 IEEE High Performance Extreme Computing Conference (HPEC).

Memory-efficient parallel tensor decompositions

Benoît Pradelle, Muthu Manikandan Baskaran, Richard Lethin, 2017, 2017 IEEE High Performance Extreme Computing Conference (HPEC).

Automatic communication optimizations through memory reuse strategies

Benoît Meister, Nicolas Vasilache, Muthu Manikandan Baskaran, 2012, PPoPP '12.

Parametric multi-level tiling of imperfectly nested loops

Sriram Krishnamoorthy, Albert Cohen, J. Ramanujam, 2009, ICS.

A quantitative and qualitative analysis of tensor decompositions on spatiotemporal data

Muthu Manikandan Baskaran, Tyler A. Simon, Tom Henretty, 2017, 2017 IEEE High Performance Extreme Computing Conference (HPEC).

Compiler-assisted dynamic scheduling for effective parallelization of loop nests on multicore processors

Uday Bondhugula, J. Ramanujam, P. Sadayappan, 2009, PPoPP '09.

GAMMA : Global Arrays Meets MATLAB ∗

Jarek Nieplocha, P. Sadayappan, Atanas Rountev, 2006 .

An Efficient Distributed Shared Memory Toolbox for MATLAB

Jarek Nieplocha, P. Sadayappan, Atanas Rountev, .