Concepedia

Prasanth Chatarasi

PC

10

Publications

626

Citations

10

H-Index

2015

Active since

Affiliations

Georgia Institute of Technology(Current)

Nvidia (United States)

Sandia National Laboratories

Prasanth Chatarasi is an author at Georgia Institute of Technology specializing in computer engineering, computer science, and engineering.

Top concepts

EngineeringComputer ScienceComputer EngineeringParallel ComputingComputer ArchitectureDeep LearningParallel ProgrammingData ScienceMachine LearningCompilers

Publications per year

2015–2024

10

Publications

10

Understanding Reuse, Performance, and Hardware Cost of DNN Dataflow

Hyoukjun Kwon, Prasanth Chatarasi, Michael Pellauer et al. · 2019 · 280 citations

Engineering, Hardware Acceleration, Advanced Computing +14

MAESTRO: A Data-Centric Approach to Understand Reuse, Performance, and Hardware Cost of DNN Mappings

Hyoukjun Kwon, Prasanth Chatarasi, Vivek Sarkar et al. · IEEE Micro · 2020 · 183 citations

Engineering, Machine Learning, Advanced Computing +21

Marvel: A Data-Centric Approach for Mapping Deep Learning Operators on Spatial Accelerators

Prasanth Chatarasi, Hyoukjun Kwon, Angshuman Parashar et al. · ACM Transactions on Architecture and Code Optimization · 2021 · 30 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +17

Evaluating Spatial Accelerator Architectures with Tiled Matrix-Matrix Multiplication

Gordon Euhyun Moon, Hyoukjun Kwon, Geonhwa Jeong et al. · IEEE Transactions on Parallel and Distributed Systems · 2021 · 28 citations · Full text

Cluster Computing, Engineering, Machine Learning +17

Polyhedral Optimizations of Explicitly Parallel Programs

Prasanth Chatarasi, Jun Shirako, Vivek Sarkar · 2015 · 23 citations

Mathematical Programming, Engineering, Compiler Technology +21

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