Muthu Manikandan Baskaran

44 papers A* 1A 7B 8Journal 3Unranked 24
YearRankTypeTitle / Venue / Authors
2021 — conf
An All-at-Once CP Decomposition Method for Count Tensors.
HPEC
Teresa M. Ranadive, Muthu Manikandan Baskaran
2021 — conf
Filtered Tensor Construction and Decomposition for Drug Repositioning.
HPEC
Dimitri Leggas, Muthu Manikandan Baskaran, James R. Ezick, Brendan von Hofe
2020 — conf
Automatic Mapping and Optimization to Kokkos with Polyhedral Compilation.
HPEC
Muthu Manikandan Baskaran, Charles Jin, Benoît Meister, Jonathan Springer
2020 — conf
Large-scale Sparse Tensor Decomposition Using a Damped Gauss-Newton Method.
HPEC
Teresa M. Ranadive, Muthu Manikandan Baskaran
2020 — conf
Multiscale Data Analysis Using Binning, Tensor Decompositions, and Backtracking.
HPEC
Dimitri Leggas, Thomas Henretty, James R. Ezick, Muthu Manikandan Baskaran, Brendan von Hofe, Grace H. Cimaszewski, Harper Langston, Richard Lethin
2019 — conf
Automatic Parallelization to Asynchronous Task-Based Runtimes Through a Generic Runtime Layer.
HPEC
Charles Jin, Muthu Manikandan Baskaran, Benoît Meister, Jonathan Springer
2019 — conf
Combining Tensor Decompositions and Graph Analytics to Provide Cyber Situational Awareness at HPC Scale.
HPEC
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
2019 J jnl
Enhancing Network Visibility and Security through Tensor Analysis.
Future Gener. Comput. Syst.
Muthu Manikandan Baskaran, Thomas Henretty, James R. Ezick, Richard Lethin, David Bruns-Smith
2019 — conf
Fast and Scalable Distributed Tensor Decompositions.
HPEC
Muthu Manikandan Baskaran, Thomas Henretty, James R. Ezick
2019 B conf
POSTER: Automatic Parallelization Targeting Asynchronous Task-Based Runtimes.
PACT
Charles Jin, Muthu Manikandan Baskaran, Benoît Meister
2018 — conf
All-at-once Decomposition of Coupled Billion-scale Tensors in Apache Spark.
HPEC
Aditya Gudibanda, Tom Henretty, Muthu Manikandan Baskaran, James R. Ezick, Richard Lethin
2018 — conf
Analysis of Explicit vs. Implicit Tasking in OpenMP Using Kripke.
ESPM2@SC
Charles Jin, Muthu Manikandan Baskaran
2018 — conf
Computationally Efficient CP Tensor Decomposition Update Framework for Emerging Component Discovery in Streaming Data.
HPEC
Pierre-David Letourneau, Muthu Manikandan Baskaran, Tom Henretty, James R. Ezick, Richard Lethin
2017 — conf
A quantitative and qualitative analysis of tensor decompositions on spatiotemporal data.
HPEC
Tom Henretty, Muthu Manikandan Baskaran, James R. Ezick, David Bruns-Smith, Tyler A. Simon
2017 — conf
Memory-efficient parallel tensor decompositions.
HPEC
Muthu Manikandan Baskaran, Tom Henretty, Benoît Pradelle, Matthew Harper Langston, David Bruns-Smith, James R. Ezick, Richard Lethin
2017 — conf
Polyhedral Optimization of TensorFlow Computation Graphs.
ESPT/VPA@SC
Benoît Pradelle, Benoît Meister, Muthu Manikandan Baskaran, Jonathan Springer, Richard Lethin
2016 — conf
Accelerated low-rank updates to tensor decompositions.
HPEC
Muthu Manikandan Baskaran, Matthew Harper Langston, Tahina Ramananandro, David Bruns-Smith, Tom Henretty, James R. Ezick, Richard Lethin
2016 — conf
Automatic Code Generation and Data Management for an Asynchronous Task-Based Runtime.
ESPT@SC
Muthu Manikandan Baskaran, Benoît Pradelle, Benoît Meister, Athanasios Konstantinidis, Richard A. Lethin
2016 J jnl
Efficient Compilation to Event-Driven Task Programs.
CoRR
Benoît Meister, Muthu Manikandan Baskaran, Benoît Pradelle, Thomas Henretty, Richard Lethin
2016 — conf
Polyhedral compilation for energy efficiency.
HPEC
Benoît Pradelle, Muthu Manikandan Baskaran, Thomas Henretty, Benoît Meister, Athanasios Konstantinidis, Richard Lethin
2016 B conf
Scalable Hierarchical Polyhedral Compilation.
ICPP
Benoît Pradelle, Benoît Meister, Muthu Manikandan Baskaran, Athanasios Konstantinidis, Thomas Henretty, Richard Lethin
2015 — conf
Automatic cluster parallelization and minimizing communication via selective data replication.
HPEC
Sanket Tavarageri, Benoît Meister, Muthu Manikandan Baskaran, Benoît Pradelle, Thomas Henretty, Athanasios Konstantinidis, Ann Johnson, Richard Lethin
2015 — conf
Optimization of symmetric tensor computations.
HPEC
Jonathon Cai, Muthu Manikandan Baskaran, Benoît Meister, Richard Lethin
2015 B conf
Polyhedral user mapping and assistant visualizer tool for the r-stream auto-parallelizing compiler.
VISSOFT
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
2014 J jnl
A Tale of Three Runtimes.
CoRR
Nicolas Vasilache, Muthu Manikandan Baskaran, Thomas Henretty, Benoît Meister, Harper Langston, Sanket Tavarageri, Richard Lethin
2014 — conf
Low-overhead load-balanced scheduling for sparse tensor computations.
HPEC
Muthu Manikandan Baskaran, Benoît Meister, Richard Lethin
2014 A conf
Parallelizing and optimizing sparse tensor computations.
ICS
Muthu Manikandan Baskaran, Benoît Meister, Richard Lethin
2013 — conf
Memory reuse optimizations in the R-Stream compiler.
GPGPU@ASPLOS
Nicolas Vasilache, Muthu Manikandan Baskaran, Benoît Meister, Richard Lethin
2013 — conf
Re-Introduction of communication-avoiding FMM-accelerated FFTs with GPU acceleration.
HPEC
Harper Langston, Muthu Manikandan Baskaran, Benoît Meister, Nicolas Vasilache, Richard Lethin
2012 B conf
Automatic communication optimizations through memory reuse strategies.
PPoPP
Muthu Manikandan Baskaran, Nicolas Vasilache, Benoît Meister, Richard Lethin
2012 — conf
Efficient and scalable computations with sparse tensors.
HPEC
Muthu Manikandan Baskaran, Benoît Meister, Nicolas Vasilache, Richard Lethin
2011 — ch.
R-Stream Compiler.
Encyclopedia of Parallel Computing
Benoît Meister, Nicolas Vasilache, David Wohlford, Muthu Manikandan Baskaran, Allen Leung, Richard Lethin
2010 — conf
A mapping path for multi-GPGPU accelerated computers from a portable high level programming abstraction.
GPGPU
Allen Leung, Nicolas Vasilache, Benoît Meister, Muthu Manikandan Baskaran, David Wohlford, Cédric Bastoul, Richard Lethin
2010 B conf
Automatic C-to-CUDA Code Generation for Affine Programs.
CC
Muthu Manikandan Baskaran, J. Ramanujam, P. Sadayappan
2010 A conf
DynTile: Parametric tiled loop generation for parallel execution on multicore processors.
IPDPS
Albert Hartono, Muthu Manikandan Baskaran, J. Ramanujam, Ponnuswamy Sadayappan
2010 A conf
Optimal loop unrolling for GPGPU programs.
IPDPS
Giridhar Sreenivasa Murthy, Mahesh Ravishankar, Muthu Manikandan Baskaran, Ponnuswamy Sadayappan
2010 A conf
Parameterized tiling revisited.
CGO
Muthu Manikandan Baskaran, Albert Hartono, Sanket Tavarageri, Thomas Henretty, J. Ramanujam, P. Sadayappan
2009 B conf
Compiler-assisted dynamic scheduling for effective parallelization of loop nests on multicore processors.
PPoPP
Muthu Manikandan Baskaran, Nagavijayalakshmi Vydyanathan, Uday Bondhugula, J. Ramanujam, Atanas Rountev, P. Sadayappan
2009 A conf
Parametric multi-level tiling of imperfectly nested loops.
ICS
Albert Hartono, Muthu Manikandan Baskaran, Cédric Bastoul, Albert Cohen, Sriram Krishnamoorthy, Boyana Norris, J. Ramanujam, P. Sadayappan
2008 A conf
A compiler framework for optimization of affine loop nests for gpgpus.
ICS
Muthu Manikandan Baskaran, Uday Bondhugula, Sriram Krishnamoorthy, J. Ramanujam, Atanas Rountev, P. Sadayappan
2008 B conf
Automatic Transformations for Communication-Minimized Parallelization and Locality Optimization in the Polyhedral Model.
CC
Uday Bondhugula, Muthu Manikandan Baskaran, Sriram Krishnamoorthy, J. Ramanujam, Atanas Rountev, P. Sadayappan
2008 B conf
Automatic data movement and computation mapping for multi-level parallel architectures with explicitly managed memories.
PPoPP
Muthu Manikandan Baskaran, Uday Bondhugula, Sriram Krishnamoorthy, J. Ramanujam, Atanas Rountev, P. Sadayappan
2008 A conf
Towards effective automatic parallelization for multicore systems.
IPDPS
Uday Bondhugula, Muthu Manikandan Baskaran, Albert Hartono, Sriram Krishnamoorthy, J. Ramanujam, Atanas Rountev, P. Sadayappan
2007 A* conf
Effective automatic parallelization of stencil computations.
PLDI
Sriram Krishnamoorthy, Muthu Manikandan Baskaran, Uday Bondhugula, J. Ramanujam, Atanas Rountev, P. Sadayappan