Muthu Manikandan Baskaran

According to our database, Muthu Manikandan Baskaran authored at least 44 papers between 2007 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

An All-at-Once CP Decomposition Method for Count Tensors.

Teresa M. Ranadive, Muthu Manikandan Baskaran

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

Filtered Tensor Construction and Decomposition for Drug Repositioning.

Dimitri Leggas, Muthu Manikandan Baskaran, James R. Ezick, Brendan von Hofe

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

2020

Large-scale Sparse Tensor Decomposition Using a Damped Gauss-Newton Method.

Teresa M. Ranadive, Muthu Manikandan Baskaran

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

Multiscale Data Analysis Using Binning, Tensor Decompositions, and Backtracking.

Dimitri Leggas, Thomas Henretty, James R. Ezick, Muthu Manikandan Baskaran, Brendan von Hofe, Grace H. Cimaszewski, Harper Langston, Richard Lethin

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

Automatic Mapping and Optimization to Kokkos with Polyhedral Compilation.

Muthu Manikandan Baskaran, Charles Jin, Benoît Meister, Jonathan Springer

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

2019

Enhancing Network Visibility and Security through Tensor Analysis.

Muthu Manikandan Baskaran, Thomas Henretty, James R. Ezick, Richard Lethin, David Bruns-Smith

Future Gener. Comput. Syst., 2019

Automatic Parallelization to Asynchronous Task-Based Runtimes Through a Generic Runtime Layer.

Charles Jin, Muthu Manikandan Baskaran, Benoît Meister, Jonathan Springer

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

Combining Tensor Decompositions and Graph Analytics to Provide Cyber Situational Awareness at HPC Scale.

James R. Ezick, Ben Parsons, William Glodek, Tom Henretty, Muthu Manikandan Baskaran, Richard Lethin, John Feo, Tai-Ching Tuan, Christopher J. Coley, Leslie Leonard, Rajeev Agrawal

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

Fast and Scalable Distributed Tensor Decompositions.

Muthu Manikandan Baskaran, Thomas Henretty, James R. Ezick

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

POSTER: Automatic Parallelization Targeting Asynchronous Task-Based Runtimes.

Charles Jin, Muthu Manikandan Baskaran, Benoît Meister

Proceedings of the 28th International Conference on Parallel Architectures and Compilation Techniques, 2019

2018

Analysis of Explicit vs. Implicit Tasking in OpenMP Using Kripke.

Charles Jin, Muthu Manikandan Baskaran

Proceedings of the 4th International Workshop on Extreme Scale Programming Models and Middleware, 2018

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

Pierre-David Letourneau, Muthu Manikandan Baskaran, Tom Henretty, James R. Ezick, Richard Lethin

Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

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

Aditya Gudibanda, Tom Henretty, Muthu Manikandan Baskaran, James R. Ezick, Richard Lethin

Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

2017

Polyhedral Optimization of TensorFlow Computation Graphs.

Benoît Pradelle, Benoît Meister, Muthu Manikandan Baskaran, Jonathan Springer, Richard Lethin

Proceedings of the Programming and Performance Visualization Tools, 2017

A quantitative and qualitative analysis of tensor decompositions on spatiotemporal data.

Tom Henretty, Muthu Manikandan Baskaran, James R. Ezick, David Bruns-Smith, Tyler A. Simon

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

Memory-efficient parallel tensor decompositions.

Muthu Manikandan Baskaran, Tom Henretty, Benoît Pradelle, Matthew Harper Langston, David Bruns-Smith, James R. Ezick, Richard Lethin

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

2016

Efficient Compilation to Event-Driven Task Programs.

Benoît Meister, Muthu Manikandan Baskaran, Benoît Pradelle, Thomas Henretty, Richard Lethin

CoRR, 2016

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

Muthu Manikandan Baskaran, Benoît Pradelle, Benoît Meister, Athanasios Konstantinidis, Richard A. Lethin

Proceedings of the 5th Workshop on Extreme-Scale Programming Tools, 2016

Scalable Hierarchical Polyhedral Compilation.

Benoît Pradelle, Benoît Meister, Muthu Manikandan Baskaran, Athanasios Konstantinidis, Thomas Henretty, Richard Lethin

Proceedings of the 45th International Conference on Parallel Processing, 2016

Polyhedral compilation for energy efficiency.

Benoît Pradelle, Muthu Manikandan Baskaran, Thomas Henretty, Benoît Meister, Athanasios Konstantinidis, Richard Lethin

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

Accelerated low-rank updates to tensor decompositions.

Muthu Manikandan Baskaran, Matthew Harper Langston, Tahina Ramananandro, David Bruns-Smith, Tom Henretty, James R. Ezick, Richard Lethin

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

2015

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

Eric Papenhausen, Bing Wang, Harper Langston, Muthu Manikandan Baskaran, Thomas Henretty, Taku Izubuchi, Ann Johnson, Chulwoo Jung, Meifeng Lin, Benoît Meister, Klaus Mueller, Richard Lethin

Proceedings of the 3rd IEEE Working Conference on Software Visualization, 2015

Automatic cluster parallelization and minimizing communication via selective data replication.

Sanket Tavarageri, Benoît Meister, Muthu Manikandan Baskaran, Benoît Pradelle, Thomas Henretty, Athanasios Konstantinidis, Ann Johnson, Richard Lethin

Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

Optimization of symmetric tensor computations.

Jonathon Cai, Muthu Manikandan Baskaran, Benoît Meister, Richard Lethin

Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

2014

A Tale of Three Runtimes.

Nicolas Vasilache, Muthu Manikandan Baskaran, Thomas Henretty, Benoît Meister, Harper Langston, Sanket Tavarageri, Richard Lethin

CoRR, 2014

Parallelizing and optimizing sparse tensor computations.

Muthu Manikandan Baskaran, Benoît Meister, Richard Lethin

Proceedings of the 2014 International Conference on Supercomputing, 2014

Low-overhead load-balanced scheduling for sparse tensor computations.

Muthu Manikandan Baskaran, Benoît Meister, Richard Lethin

Proceedings of the IEEE High Performance Extreme Computing Conference, 2014

2013

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

Harper Langston, Muthu Manikandan Baskaran, Benoît Meister, Nicolas Vasilache, Richard Lethin

Proceedings of the IEEE High Performance Extreme Computing Conference, 2013

Memory reuse optimizations in the R-Stream compiler.

Nicolas Vasilache, Muthu Manikandan Baskaran, Benoît Meister, Richard Lethin

Proceedings of the 6th Workshop on General Purpose Processor Using Graphics Processing Units, 2013

2012

Automatic communication optimizations through memory reuse strategies.

Muthu Manikandan Baskaran, Nicolas Vasilache, Benoît Meister, Richard Lethin

Proceedings of the 17th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2012

Efficient and scalable computations with sparse tensors.

Muthu Manikandan Baskaran, Benoît Meister, Nicolas Vasilache, Richard Lethin

Proceedings of the IEEE Conference on High Performance Extreme Computing, 2012

2011

R-Stream Compiler.

Benoît Meister, Nicolas Vasilache, David Wohlford, Muthu Manikandan Baskaran, Allen Leung, Richard Lethin

Proceedings of the Encyclopedia of Parallel Computing, 2011

2010

Optimal loop unrolling for GPGPU programs.

Giridhar Sreenivasa Murthy, Mahesh Ravishankar, Muthu Manikandan Baskaran, Ponnuswamy Sadayappan

Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

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

Albert Hartono, Muthu Manikandan Baskaran, J. Ramanujam, Ponnuswamy Sadayappan

Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

Parameterized tiling revisited.

Muthu Manikandan Baskaran, Albert Hartono, Sanket Tavarageri, Thomas Henretty, J. Ramanujam, P. Sadayappan

Proceedings of the CGO 2010, 2010

Automatic C-to-CUDA Code Generation for Affine Programs.

Muthu Manikandan Baskaran, J. Ramanujam, P. Sadayappan

Proceedings of the Compiler Construction, 19th International Conference, 2010

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

Allen Leung, Nicolas Vasilache, Benoît Meister, Muthu Manikandan Baskaran, David Wohlford, Cédric Bastoul, Richard Lethin

Proceedings of 3rd Workshop on General Purpose Processing on Graphics Processing Units, 2010

2009

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

Muthu Manikandan Baskaran, Nagavijayalakshmi Vydyanathan, Uday Bondhugula, J. Ramanujam, Atanas Rountev, P. Sadayappan

Proceedings of the 14th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2009

Parametric multi-level tiling of imperfectly nested loops.

Albert Hartono, Muthu Manikandan Baskaran, Cédric Bastoul, Albert Cohen, Sriram Krishnamoorthy, Boyana Norris, J. Ramanujam, P. Sadayappan

Proceedings of the 23rd international conference on Supercomputing, 2009

2008

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

Muthu Manikandan Baskaran, Uday Bondhugula, Sriram Krishnamoorthy, J. Ramanujam, Atanas Rountev, P. Sadayappan

Proceedings of the 13th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2008

Towards effective automatic parallelization for multicore systems.

Uday Bondhugula, Muthu Manikandan Baskaran, Albert Hartono, Sriram Krishnamoorthy, J. Ramanujam, Atanas Rountev, P. Sadayappan

Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

A compiler framework for optimization of affine loop nests for gpgpus.

Muthu Manikandan Baskaran, Uday Bondhugula, Sriram Krishnamoorthy, J. Ramanujam, Atanas Rountev, P. Sadayappan

Proceedings of the 22nd Annual International Conference on Supercomputing, 2008

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

Uday Bondhugula, Muthu Manikandan Baskaran, Sriram Krishnamoorthy, J. Ramanujam, Atanas Rountev, P. Sadayappan

Proceedings of the Compiler Construction, 17th International Conference, 2008

2007

Effective automatic parallelization of stencil computations.

Sriram Krishnamoorthy, Muthu Manikandan Baskaran, Uday Bondhugula, J. Ramanujam, Atanas Rountev, P. Sadayappan

Proceedings of the ACM SIGPLAN 2007 Conference on Programming Language Design and Implementation, 2007