Muthu Manikandan Baskaran

Publication Activity (10 Years)

Years Active: 2007-2021
Publications (10 Years): 24

Top Topics

Spatiotemporal Data

Scalable Distributed

Tensor Decomposition

Top Venues

Publications

Teresa M. Ranadive, Muthu Manikandan Baskaran
An All-at-Once CP Decomposition Method for Count Tensors. HPEC (2021)
Dimitri Leggas, Muthu Manikandan Baskaran, James R. Ezick, Brendan von Hofe
Filtered Tensor Construction and Decomposition for Drug Repositioning. HPEC (2021)
Muthu Manikandan Baskaran, Charles Jin, Benoît Meister, Jonathan Springer
Automatic Mapping and Optimization to Kokkos with Polyhedral Compilation. HPEC (2020)
Dimitri Leggas, Thomas Henretty, James R. Ezick, Muthu Manikandan Baskaran, Brendan von Hofe, Grace Cimaszewski, Harper Langston, Richard Lethin
Multiscale Data Analysis Using Binning, Tensor Decompositions, and Backtracking. HPEC (2020)
Teresa M. Ranadive, Muthu Manikandan Baskaran
Large-scale Sparse Tensor Decomposition Using a Damped Gauss-Newton Method. HPEC (2020)
James R. Ezick, Ben Parsons, William Glodek, Tom Henretty, Muthu Manikandan Baskaran, Richard Lethin, John Feo, Tai-Ching Tuan, Christopher Coley, Leslie Leonard, Rajeev Agrawal
Combining Tensor Decompositions and Graph Analytics to Provide Cyber Situational Awareness at HPC Scale. HPEC (2019)
Muthu Manikandan Baskaran, Thomas Henretty, James R. Ezick, Richard Lethin, David Bruns-Smith
Enhancing Network Visibility and Security through Tensor Analysis. Future Gener. Comput. Syst. 96 (2019)
Charles Jin, Muthu Manikandan Baskaran, Benoît Meister
POSTER: Automatic Parallelization Targeting Asynchronous Task-Based Runtimes. PACT (2019)
Charles Jin, Muthu Manikandan Baskaran, Benoît Meister, Jonathan Springer
Automatic Parallelization to Asynchronous Task-Based Runtimes Through a Generic Runtime Layer. HPEC (2019)
Muthu Manikandan Baskaran, Thomas Henretty, James R. Ezick
Fast and Scalable Distributed Tensor Decompositions. HPEC (2019)
Pierre-David Letourneau, Muthu Manikandan Baskaran, Tom Henretty, James R. Ezick, Richard Lethin
Computationally Efficient CP Tensor Decomposition Update Framework for Emerging Component Discovery in Streaming Data. HPEC (2018)
Aditya Gudibanda, Tom Henretty, Muthu Manikandan Baskaran, James R. Ezick, Richard Lethin
All-at-once Decomposition of Coupled Billion-scale Tensors in Apache Spark. HPEC (2018)
Charles Jin, Muthu Manikandan Baskaran
Analysis of Explicit vs. Implicit Tasking in OpenMP Using Kripke. ESPM2@SC (2018)
Benoît Pradelle, Benoît Meister, Muthu Manikandan Baskaran, Jonathan Springer, Richard Lethin
Polyhedral Optimization of TensorFlow Computation Graphs. ESPT/VPA@SC (2017)
Tom Henretty, Muthu Manikandan Baskaran, James R. Ezick, David Bruns-Smith, Tyler A. Simon
A quantitative and qualitative analysis of tensor decompositions on spatiotemporal data. HPEC (2017)
Muthu Manikandan Baskaran, Tom Henretty, Benoît Pradelle, Matthew Harper Langston, David Bruns-Smith, James R. Ezick, Richard Lethin
Memory-efficient parallel tensor decompositions. HPEC (2017)
Muthu Manikandan Baskaran, Matthew Harper Langston, Tahina Ramananandro, David Bruns-Smith, Tom Henretty, James R. Ezick, Richard Lethin
Accelerated low-rank updates to tensor decompositions. HPEC (2016)
Benoît Pradelle, Benoît Meister, Muthu Manikandan Baskaran, Athanasios Konstantinidis, Thomas Henretty, Richard Lethin
Scalable Hierarchical Polyhedral Compilation. ICPP (2016)
Benoît Pradelle, Muthu Manikandan Baskaran, Thomas Henretty, Benoît Meister, Athanasios Konstantinidis, Richard Lethin
Polyhedral compilation for energy efficiency. HPEC (2016)
Benoît Meister, Muthu Manikandan Baskaran, Benoît Pradelle, Thomas Henretty, Richard Lethin
Efficient Compilation to Event-Driven Task Programs. CoRR (2016)
Muthu Manikandan Baskaran, Benoît Pradelle, Benoît Meister, Athanasios Konstantinidis, Richard A. Lethin
Automatic Code Generation and Data Management for an Asynchronous Task-Based Runtime. ESPT@SC (2016)
Jonathon Cai, Muthu Manikandan Baskaran, Benoît Meister, Richard Lethin
Optimization of symmetric tensor computations. HPEC (2015)
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
Polyhedral user mapping and assistant visualizer tool for the r-stream auto-parallelizing compiler. VISSOFT (2015)
Sanket Tavarageri, Benoît Meister, Muthu Manikandan Baskaran, Benoît Pradelle, Thomas Henretty, Athanasios Konstantinidis, Ann Johnson, Richard Lethin
Automatic cluster parallelization and minimizing communication via selective data replication. HPEC (2015)
Muthu Manikandan Baskaran, Benoît Meister, Richard Lethin
Parallelizing and optimizing sparse tensor computations. ICS (2014)
Nicolas Vasilache, Muthu Manikandan Baskaran, Thomas Henretty, Benoît Meister, Harper Langston, Sanket Tavarageri, Richard Lethin
A Tale of Three Runtimes. CoRR (2014)
Muthu Manikandan Baskaran, Benoît Meister, Richard Lethin
Low-overhead load-balanced scheduling for sparse tensor computations. HPEC (2014)
Nicolas Vasilache, Muthu Manikandan Baskaran, Benoît Meister, Richard Lethin
Memory reuse optimizations in the R-Stream compiler. GPGPU@ASPLOS (2013)
Harper Langston, Muthu Manikandan Baskaran, Benoît Meister, Nicolas Vasilache, Richard Lethin
Re-Introduction of communication-avoiding FMM-accelerated FFTs with GPU acceleration. HPEC (2013)
Muthu Manikandan Baskaran, Nicolas Vasilache, Benoît Meister, Richard Lethin
Automatic communication optimizations through memory reuse strategies. PPOPP (2012)
Muthu Manikandan Baskaran, Benoît Meister, Nicolas Vasilache, Richard Lethin
Efficient and scalable computations with sparse tensors. HPEC (2012)
Albert Hartono, Muthu Manikandan Baskaran, J. Ramanujam, Ponnuswamy Sadayappan
DynTile: Parametric tiled loop generation for parallel execution on multicore processors. IPDPS (2010)
Muthu Manikandan Baskaran, Albert Hartono, Sanket Tavarageri, Thomas Henretty, J. Ramanujam, P. Sadayappan
Parameterized tiling revisited. CGO (2010)
Giridhar Sreenivasa Murthy, Mahesh Ravishankar, Muthu Manikandan Baskaran, Ponnuswamy Sadayappan
Optimal loop unrolling for GPGPU programs. IPDPS (2010)
Allen Leung, Nicolas Vasilache, Benoît Meister, Muthu Manikandan Baskaran, David Wohlford, Cédric Bastoul, Richard Lethin
A mapping path for multi-GPGPU accelerated computers from a portable high level programming abstraction. GPGPU (2010)
Muthu Manikandan Baskaran, J. Ramanujam, P. Sadayappan
Automatic C-to-CUDA Code Generation for Affine Programs. CC (2010)
Muthu Manikandan Baskaran, Nagavijayalakshmi Vydyanathan, Uday Bondhugula, J. Ramanujam, Atanas Rountev, P. Sadayappan
Compiler-assisted dynamic scheduling for effective parallelization of loop nests on multicore processors. PPOPP (2009)
Albert Hartono, Muthu Manikandan Baskaran, Cédric Bastoul, Albert Cohen, Sriram Krishnamoorthy, Boyana Norris, J. Ramanujam, P. Sadayappan
Parametric multi-level tiling of imperfectly nested loops. ICS (2009)
Muthu Manikandan Baskaran, Uday Bondhugula, Sriram Krishnamoorthy, J. Ramanujam, Atanas Rountev, P. Sadayappan
Automatic data movement and computation mapping for multi-level parallel architectures with explicitly managed memories. PPOPP (2008)
Uday Bondhugula, Muthu Manikandan Baskaran, Albert Hartono, Sriram Krishnamoorthy, J. Ramanujam, Atanas Rountev, P. Sadayappan
Towards effective automatic parallelization for multicore systems. IPDPS (2008)
Muthu Manikandan Baskaran, Uday Bondhugula, Sriram Krishnamoorthy, J. Ramanujam, Atanas Rountev, P. Sadayappan
A compiler framework for optimization of affine loop nests for gpgpus. ICS (2008)
Uday Bondhugula, Muthu Manikandan Baskaran, Sriram Krishnamoorthy, J. Ramanujam, Atanas Rountev, P. Sadayappan
Automatic Transformations for Communication-Minimized Parallelization and Locality Optimization in the Polyhedral Model. CC (2008)
Sriram Krishnamoorthy, Muthu Manikandan Baskaran, Uday Bondhugula, J. Ramanujam, Atanas Rountev, P. Sadayappan
Effective automatic parallelization of stencil computations. PLDI (2007)