Venmugil Elango

18 papers A* 2A 1B 2Misc 1Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
LatentMoE: Toward Optimal Accuracy per FLOP and Parameter in Mixture of Experts.
CoRR
Venmugil Elango, Nidhi Bhatia, Roger Waleffe, Rasoul Shafipour, Tomer Asida, Abhinav Khattar, Nave Assaf, Maximilian Golub, Joey Guman, Tiyasa Mitra, Ritchie Zhao, Ritika Borkar, Ran Zilberstein, Mostofa Patwary, Mohammad Shoeybi, Bita Rouhani
2025 J jnl
ATTENTION2D: Communication Efficient Distributed Self-Attention Mechanism.
CoRR
Venmugil Elango
2024 J jnl
PaSE: Parallelization Strategies for Efficient DNN Training.
CoRR
Venmugil Elango
2023 J jnl
Microscaling Data Formats for Deep Learning.
CoRR
Bita Darvish Rouhani, Ritchie Zhao, Ankit More, Mathew Hall, Alireza Khodamoradi, Summer Deng, Dhruv Choudhary, Marius Cornea, Eric Dellinger, Kristof Denolf, Dusan Stosic, Venmugil Elango, Maximilian Golub, Alexander Heinecke, Phil James-Roxby, Dharmesh Jani, Gaurav Kolhe, Martin Langhammer, Ada Li, Levi Melnick, Maral Mesmakhosroshahi, Andres Rodriguez, Michael Schulte, Rasoul Shafipour, Lei Shao, Michael Y. Siu, Pradeep Dubey, Paulius Micikevicius, Maxim Naumov, Colin Verilli, Ralph Wittig, Doug Burger, Eric S. Chung
2023 J jnl
Shared Microexponents: A Little Shifting Goes a Long Way.
CoRR
Bita Rouhani, Ritchie Zhao, Venmugil Elango, Rasoul Shafipour, Mathew Hall, Maral Mesmakhosroshahi, Ankit More, Levi Melnick, Maximilian Golub, Girish Varatkar, Lei Shao, Gaurav Kolhe, Dimitry Melts, Jasmine Klar, Renee L'Heureux, Matt Perry, Doug Burger, Eric S. Chung, Zhaoxia Deng, Sam Naghshineh, Jongsoo Park, Maxim Naumov
2023 A* conf
With Shared Microexponents, A Little Shifting Goes a Long Way.
ISCA
Bita Darvish Rouhani, Ritchie Zhao, Venmugil Elango, Rasoul Shafipour, Mathew Hall, Maral Mesmakhosroshahi, Ankit More, Levi Melnick, Maximilian Golub, Girish Varatkar, Lai Shao, Gaurav Kolhe, Dimitry Melts, Jasmine Klar, Renee L'Heureux, Matt Perry, Doug Burger, Eric S. Chung, Zhaoxia (Summer) Deng, Sam Naghshineh, Jongsoo Park, Maxim Naumov
2021 A conf
Pase: Parallelization Strategies for Efficient DNN Training.
IPDPS
Venmugil Elango
2018 — conf
Diesel: DSL for linear algebra and neural net computations on GPUs.
MAPL@PLDI
Venmugil Elango, Norm Rubin, Mahesh Ravishankar, Hariharan Sandanagobalane, Vinod Grover
2015 B conf
Distributed memory code generation for mixed Irregular/Regular computations.
PPoPP
Mahesh Ravishankar, Roshan Dathathri, Venmugil Elango, Louis-Noël Pouchet, J. Ramanujam, Atanas Rountev, P. Sadayappan
2015 A* conf
On Characterizing the Data Access Complexity of Programs.
POPL
Venmugil Elango, Fabrice Rastello, Louis-Noël Pouchet, J. Ramanujam, P. Sadayappan
2014 J jnl
Beyond Reuse Distance Analysis: Dynamic Analysis for Characterization of Data Locality Potential.
CoRR
Naznin Fauzia, Venmugil Elango, Mahesh Ravishankar, J. Ramanujam, Fabrice Rastello, Atanas Rountev, Louis-Noël Pouchet, P. Sadayappan
2014 J jnl
On Characterizing the Data Access Complexity of Programs.
CoRR
Venmugil Elango, Fabrice Rastello, Louis-Noël Pouchet, J. Ramanujam, P. Sadayappan
2014 J jnl
On Characterizing the Data Movement Complexity of Computational DAGs for Parallel Execution.
CoRR
Venmugil Elango, Fabrice Rastello, Louis-Noël Pouchet, J. Ramanujam, P. Sadayappan
2014 J jnl
On Using the Roofline Model with Lower Bounds on Data Movement.
ACM Trans. Archit. Code Optim.
Venmugil Elango, Naser Sedaghati, Fabrice Rastello, Louis-Noël Pouchet, J. Ramanujam, Radu Teodorescu, P. Sadayappan
2014 B conf
On characterizing the data movement complexity of computational DAGs for parallel execution.
SPAA
Venmugil Elango, Fabrice Rastello, Louis-Noël Pouchet, J. Ramanujam, P. Sadayappan
2014 J jnl
Spatial adaptive sampling in multiscale simulation.
Comput. Phys. Commun.
Bertrand Rouet-Leduc, Kipton Barros, Emmanuel Cieren, Venmugil Elango, Christoph Junghans, Turab Lookman, Jamaludin Mohd-Yusof, Robert S. Pavel, Axel Y. Rivera, Dominic Roehm, Allen L. McPherson, Timothy C. Germann
2013 Misc conf
Accelerating Strassen-Winograd's matrix multiplication algorithm on GPUs.
HiPC
Pai-Wei Lai, Humayun Arafat, Venmugil Elango, Ponnuswamy Sadayappan
2013 J jnl
Beyond reuse distance analysis: Dynamic analysis for characterization of data locality potential.
ACM Trans. Archit. Code Optim.
Naznin Fauzia, Venmugil Elango, Mahesh Ravishankar, J. Ramanujam, Fabrice Rastello, Atanas Rountev, Louis-Noël Pouchet, P. Sadayappan