Filtered Tensor Construction and Decomposition for Drug Repositioning - Dimitri Leggas; Muthu Manikandan Baskaran; James R. Ezick; Brendan von Hofe (2021 IEEE High Performance Extreme Computing Conference, HPEC 2021, Waltham, MA, USA, September 20-24, 2021, 2021)

An All-at-Once CP Decomposition Method for Count Tensors - Teresa M. Ranadive; Muthu Manikandan Baskaran (2021 IEEE High Performance Extreme Computing Conference, HPEC 2021, Waltham, MA, USA, September 20-24, 2021, 2021)

Automatic Mapping and Optimization to Kokkos with Polyhedral Compilation - Muthu Manikandan Baskaran; Charles Jin; Benoît Meister; Jonathan Springer (2020 IEEE High Performance Extreme Computing Conference, HPEC 2020, Waltham, MA, USA, September 22-24, 2020, 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 (2020 IEEE High Performance Extreme Computing Conference, HPEC 2020, Waltham, MA, USA, September 22-24, 2020, 2020)

Large-scale Sparse Tensor Decomposition Using a Damped Gauss-Newton Method - Teresa M. Ranadive; Muthu Manikandan Baskaran (2020 IEEE High Performance Extreme Computing Conference, HPEC 2020, Waltham, MA, USA, September 22-24, 2020, 2020)

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)

POSTER: Automatic Parallelization Targeting Asynchronous Task-Based Runtimes - Charles Jin; Muthu Manikandan Baskaran; Benoît Meister (28th International Conference on Parallel Architectures and Compilation Techniques, PACT 2019, Seattle, WA, USA, September 23-26, 2019, 2019)

Fast and Scalable Distributed Tensor Decompositions - Muthu Manikandan Baskaran; Thomas Henretty; James R. Ezick (2019 IEEE High Performance Extreme Computing Conference, HPEC 2019, Waltham, MA, USA, September 24-26, 2019, 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 (2019 IEEE High Performance Extreme Computing Conference, HPEC 2019, Waltham, MA, USA, September 24-26, 2019, 2019)

Automatic Parallelization to Asynchronous Task-Based Runtimes Through a Generic Runtime Layer - Charles Jin; Muthu Manikandan Baskaran; Benoît Meister; Jonathan Springer (2019 IEEE High Performance Extreme Computing Conference, HPEC 2019, Waltham, MA, USA, September 24-26, 2019, 2019)

All-at-once Decomposition of Coupled Billion-scale Tensors in Apache Spark - Aditya Gudibanda; Tom Henretty; Muthu Manikandan Baskaran; James R. Ezick; Richard Lethin (2018 IEEE High Performance Extreme Computing Conference, HPEC 2018, Waltham, MA, USA, September 25-27, 2018, 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 (2018 IEEE High Performance Extreme Computing Conference, HPEC 2018, Waltham, MA, USA, September 25-27, 2018, 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, ESPM2@SC 2018, Dallas, Texas, November 11-16, 2018, 2018)

Memory-efficient parallel tensor decompositions - Muthu Manikandan Baskaran; Tom Henretty; Benoît Pradelle; Matthew Harper Langston; David Bruns-Smith; James R. Ezick; Richard Lethin (2017 IEEE High Performance Extreme Computing Conference, HPEC 2017, Waltham, MA, USA, September 12-14, 2017, 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 (2017 IEEE High Performance Extreme Computing Conference, HPEC 2017, Waltham, MA, USA, September 12-14, 2017, 2017)

Polyhedral Optimization of TensorFlow Computation Graphs - Benoît Pradelle; Benoît Meister; Muthu Manikandan Baskaran; Jonathan Springer; Richard Lethin (Programming and Performance Visualization Tools - International Workshops, ESPT 2017 and VPA 2017, Denver, CO, USA, November 12 and 17, 2017, and ESPT 2018 and VPA 2018, Dallas, TX, USA, November 16 and 11, 2018, Revised Selected Papers, 2017)

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 (2016 IEEE High Performance Extreme Computing Conference, HPEC 2016, Waltham, MA, USA, September 13-15, 2016, 2016)

Polyhedral compilation for energy efficiency - Benoît Pradelle; Muthu Manikandan Baskaran; Thomas Henretty; Benoît Meister; Athanasios Konstantinidis; Richard Lethin (2016 IEEE High Performance Extreme Computing Conference, HPEC 2016, Waltham, MA, USA, September 13-15, 2016, 2016)

Scalable Hierarchical Polyhedral Compilation - Benoît Pradelle; Benoît Meister; Muthu Manikandan Baskaran; Athanasios Konstantinidis; Thomas Henretty; Richard Lethin (45th International Conference on Parallel Processing, ICPP 2016, Philadelphia, PA, USA, August 16-19, 2016, 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 (5th Workshop on Extreme-Scale Programming Tools, ESPT@SC 2016, Salt Lake City, UT, USA, November 13, 2016, 2016)

Efficient Compilation to Event-Driven Task Programs - Benoît Meister; Muthu Manikandan Baskaran; Benoît Pradelle; Thomas Henretty; Richard Lethin (CoRR, 2016)

Optimization of symmetric tensor computations - Jonathon Cai; Muthu Manikandan Baskaran; Benoît Meister; Richard Lethin (2015 IEEE High Performance Extreme Computing Conference, HPEC 2015, Waltham, MA, USA, September 15-17, 2015, 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 (2015 IEEE High Performance Extreme Computing Conference, HPEC 2015, Waltham, MA, USA, September 15-17, 2015, 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 (3rd IEEE Working Conference on Software Visualization, VISSOFT 2015, Bremen, Germany, September 27-28, 2015, 2015)

Low-overhead load-balanced scheduling for sparse tensor computations - Muthu Manikandan Baskaran; Benoît Meister; Richard Lethin (IEEE High Performance Extreme Computing Conference, HPEC 2014, Waltham, MA, USA, September 9-11, 2014, 2014)

Parallelizing and optimizing sparse tensor computations - Muthu Manikandan Baskaran; Benoît Meister; Richard Lethin (2014 International Conference on Supercomputing, ICS'14, Muenchen, Germany, June 10-13, 2014, 2014)

A Tale of Three Runtimes - Nicolas Vasilache; Muthu Manikandan Baskaran; Thomas Henretty; Benoît Meister; Harper Langston; Sanket Tavarageri; Richard Lethin (CoRR, 2014)

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, GPGPU-6, Houston, Texas, USA, March 16, 2013, 2013)

Re-Introduction of communication-avoiding FMM-accelerated FFTs with GPU acceleration - Harper Langston; Muthu Manikandan Baskaran; Benoît Meister; Nicolas Vasilache; Richard Lethin (IEEE High Performance Extreme Computing Conference, HPEC 2013, Waltham, MA, USA, September 10-12, 2013, 2013)

Efficient and scalable computations with sparse tensors - Muthu Manikandan Baskaran; Benoît Meister; Nicolas Vasilache; Richard Lethin (IEEE Conference on High Performance Extreme Computing, HPEC 2012, Waltham, MA, USA, September 10-12, 2012, 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, PPOPP 2012, New Orleans, LA, USA, February 25-29, 2012, 2012)

R-Stream Compiler - Benoît Meister; Nicolas Vasilache; David Wohlford; Muthu Manikandan Baskaran; Allen Leung; Richard Lethin (Encyclopedia of Parallel Computing, 2011)

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, GPGPU 2010, Pittsburgh, Pennsylvania, USA, March 14, 2010, 2010)

Automatic C-to-CUDA Code Generation for Affine Programs - Muthu Manikandan Baskaran; J. Ramanujam; P. Sadayappan (Compiler Construction, 19th International Conference, CC 2010, Held as Part of the Joint European Conferences on Theory and Practice of Software, ETAPS 2010, Paphos, Cyprus, March 20-28, 2010. Proceedings, 2010)

Parameterized tiling revisited - Muthu Manikandan Baskaran; Albert Hartono; Sanket Tavarageri; Thomas Henretty; J. Ramanujam; P. Sadayappan (Proceedings of the CGO 2010, The 8th International Symposium on Code Generation and Optimization, Toronto, Ontario, Canada, April 24-28, 2010, 2010)

DynTile: Parametric tiled loop generation for parallel execution on multicore processors - Albert Hartono; Muthu Manikandan Baskaran; J. Ramanujam; Ponnuswamy Sadayappan (24th IEEE International Symposium on Parallel and Distributed Processing, IPDPS 2010, Atlanta, Georgia, USA, 19-23 April 2010 - Conference Proceedings, 2010)

Optimal loop unrolling for GPGPU programs - Giridhar Sreenivasa Murthy; Mahesh Ravishankar; Muthu Manikandan Baskaran; Ponnuswamy Sadayappan (24th IEEE International Symposium on Parallel and Distributed Processing, IPDPS 2010, Atlanta, Georgia, USA, 19-23 April 2010 - Conference Proceedings, 2010)

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, Yorktown Heights, NY, USA, June 8-12, 2009, 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, PPOPP 2009, Raleigh, NC, USA, February 14-18, 2009, 2009)

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 (Compiler Construction, 17th International Conference, CC 2008, Held as Part of the Joint European Conferences on Theory and Practice of Software, ETAPS 2008, Budapest, Hungary, March 29 - April 6, 2008. Proceedings, 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, ICS 2008, Island of Kos, Greece, June 7-12, 2008, 2008)

Towards effective automatic parallelization for multicore systems - Uday Bondhugula; Muthu Manikandan Baskaran; Albert Hartono; Sriram Krishnamoorthy; J. Ramanujam; Atanas Rountev; P. Sadayappan (22nd IEEE International Symposium on Parallel and Distributed Processing, IPDPS 2008, Miami, Florida USA, April 14-18, 2008, 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, PPOPP 2008, Salt Lake City, UT, USA, February 20-23, 2008, 2008)

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, San Diego, California, USA, June 10-13, 2007, 2007)