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Prasanth Chatarasi · SciRah

Researcher profile · Semantic Scholar

Prasanth Chatarasi

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Prasanth Chatarasi — researcher profile on SciRah

h-index: 12
Works: 27
Citations: 961

Most-cited papers

Understanding Reuse, Performance, and Hardware Cost of DNN Dataflow: A Data-Centric Approach
Hyoukjun Kwon, Prasanth Chatarasi, Michael Pellauer, A. Parashar +2 more
2018Micro367 citations
Semantic Scholar
MAESTRO: A Data-Centric Approach to Understand Reuse, Performance, and Hardware Cost of DNN Mappings
Hyoukjun Kwon, Prasanth Chatarasi, Vivek Sarkar, Tushar Krishna +2 more
2020IEEE Micro269 citations
Semantic Scholar
An Extended Polyhedral Model for SPMD Programs and Its Use in Static Data Race Detection
Prasanth Chatarasi, J. Shirako, Martin Kong, Vivek Sarkar
2016International Workshop on Languages and Compilers for Parallel Computing45 citations
Semantic Scholar
FEATHER: A Reconfigurable Accelerator with Data Reordering Support for Low-Cost On-Chip Dataflow Switching
Jian-Ming Tong, Anirudh Itagi, Prasanth Chatarasi, Tushar Krishna
2024International Symposium on Computer Architecture40 citations Open access
Semantic Scholar
Marvel: A Data-Centric Approach for Mapping Deep Learning Operators on Spatial Accelerators
Prasanth Chatarasi, Hyoukjun Kwon, A. Parashar, Michael Pellauer +2 more
2021ACM Transactions on Architecture and Code Optimization (TACO)36 citations Open access
Semantic Scholar
Evaluating Spatial Accelerator Architectures with Tiled Matrix-Matrix Multiplication
G. Moon, Hyoukjun Kwon, Geonhwa Jeong, Prasanth Chatarasi +2 more
2021IEEE Transactions on Parallel and Distributed Systems33 citations Open access
Semantic Scholar
Polyhedral Optimizations of Explicitly Parallel Programs
Prasanth Chatarasi, J. Shirako, Vivek Sarkar
2015International Conference on Parallel Architectures and Compilation Techniques28 citations
Semantic Scholar
Marvel: A Data-centric Compiler for DNN Operators on Spatial Accelerators
Prasanth Chatarasi, Hyoukjun Kwon, Natesh Raina, Saurabh Malik +5 more
202026 citations
Semantic Scholar
Vyasa: A High-Performance Vectorizing Compiler for Tensor Convolutions on the Xilinx AI Engine
Prasanth Chatarasi, S. Neuendorffer, Samuel Bayliss, K. Vissers +1 more
2020IEEE Conference on High Performance Extreme Computing23 citations Open access
Semantic Scholar
Union: A Unified HW-SW Co-Design Ecosystem in MLIR for Evaluating Tensor Operations on Spatial Accelerators
Geonhwa Jeong, Gokcen Kestor, Prasanth Chatarasi, A. Parashar +4 more
2021International Conference on Parallel Architectures and Compilation Techniques15 citations
Semantic Scholar
Experimental Insights from the Rogues Gallery
Jeffrey S. Young, Jason Riedy, T. Conte, Vivek Sarkar +2 more
2019International Conference on Rebooting Computing15 citations
Semantic Scholar
Static Data Race Detection for SPMD Programs via an Extended Polyhedral Representation
Prasanth Chatarasi, J. Shirako, Vivek Sarkar
201512 citations
Semantic Scholar
Understanding Reuse, Performance, and Hardware Cost of DNN Dataflows: A Data-Centric Approach Using MAESTRO.
Hyoukjun Kwon, Prasanth Chatarasi, Michael Pellauer, A. Parashar +2 more
201811 citations
Semantic Scholar
Neptune: Advanced ML Operator Fusion for Locality and Parallelism on GPUs
Yi-Fan Zhao, E. Johnson, Prasanth Chatarasi, V. Adve +1 more
2025Proc. ACM Program. Lang.10 citations Open access
Semantic Scholar
14.1 A Software-Assisted Peak Current Regulation Scheme to Improve Power-Limited Inference Performance in a 5nm AI SoC
Monodeep Kar, J. Silberman, Swagath Venkataramani, Viji Srinivasan +42 more
2024IEEE International Solid-State Circuits Conference8 citations
Semantic Scholar
A Preliminary Study of Compiler Transformations for Graph Applications on the Emu System
Prasanth Chatarasi, Vivek Sarkar
2018MCHPC@SC7 citations
Semantic Scholar
MARVEL: A Decoupled Model-driven Approach for Efficiently Mapping Convolutions on Spatial DNN Accelerators
Prasanth Chatarasi, Hyoukjun Kwon, Natesh Raina, Saurabh Malik +3 more
2020arXiv.org5 citations
Semantic Scholar
A Data-Centric Approach for Modeling and Estimating Efficiency of Dataflows for Accelerator Design
Hyoukjun Kwon, Prasanth Chatarasi, Michael Pellauer, Vivek Sarkar +1 more
20185 citations
Semantic Scholar
Polyhedral Transformations of Explicitly Parallel Programs
Prasanth Chatarasi, J. Shirako, Vivek Sarkar
20154 citations
Semantic Scholar
Power-Limited Inference Performance Optimization Using a Software-Assisted Peak Current Regulation Scheme in a 5-nm AI SoC
Monodeep Kar, J. Silberman, Swagath Venkataramani, Viji Srinivasan +42 more
2025IEEE Journal of Solid-State Circuits3 citations
Semantic Scholar
A Unified Approach to Variable Renaming for Enhanced Vectorization
Prasanth Chatarasi, J. Shirako, Albert Cohen, Vivek Sarkar
2018International Workshop on Languages and Compilers for Parallel Computing3 citations
Semantic Scholar
Extending Polyhedral Model for Analysis and Transformation of OpenMP Programs
Prasanth Chatarasi, Vivek Sarkar
2015International Conference on Parallel Architectures and Compilation Techniques3 citations
Semantic Scholar
Spyre: An Inference-Optimized Scalable AI Accelerator for Enterprise Workloads
Matthew Cohen, Monodeep Kar, Swagath Venkataramani, Viji Srinivasan +48 more
2026IEEE International Solid-State Circuits Conference2 citations
Semantic Scholar
Eliminating Redundancy: Ultra-compact Code Generation for Programmable Dataflow Accelerators
Prasanth Chatarasi, Alex Gatea, Bardia Mahjour, Jin-Tao Zhang +8 more
2026IEEE/ACM International Symposium on Code Generation and Optimization0 citations
Semantic Scholar
Enabling Spill-Free Compilation via Affine-Based Live Range Reduction Optimization
Prasanth Chatarasi, Alex Gatea, Wei Wang, C. Bowler +7 more
2026IEEE/ACM International Symposium on Code Generation and Optimization0 citations
Semantic Scholar
Advancing Compiler Optimizations for General-Purpose & Domain-Specific Parallel Architectures
Prasanth Chatarasi
20210 citations
Semantic Scholar
Session 14 Overview: Digital Techniques for System Adaptation, Power Management and Clocking DIGITAL CIRCUITS SUBCOMMITTEE
M. Cassel, Santos, Monodeep Kar, J. Silberman +73 more
0 citations
Semantic Scholar

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