Prasanth Chatarasi - Concepedia

Author

Prasanth Chatarasi

Georgia Institute of Technology ORCID

Also Known As

Chatarasi, Prasanth, Prasanth Chatarasi

Publications

695

Citations

H-Index

Concepts

All Affiliations

Georgia Institute of Technology Nvidia (United States)Sandia National Laboratories

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	8	8	592
2	Computer Engineering	8	8	592
3	Computer Science	8	8	592
4	Data Science	5	5	276
5	Education	1	1	13

Prasanth Chatarasi

Publications

626

Citations

H-Index

Page 1

	Year	Citations
Understanding Reuse, Performance, and Hardware Cost of DNN Dataflow Hyoukjun Kwon, Prasanth Chatarasi, Michael Pellauer, EngineeringHardware AccelerationAdvanced ComputingEdge ComputingHigh-performance Architecture	2019	280
MAESTRO: A Data-Centric Approach to Understand Reuse, Performance, and Hardware Cost of DNN Mappings Hyoukjun Kwon, Prasanth Chatarasi, Vivek Sarkar, IEEE Micro EngineeringMachine LearningAdvanced ComputingHardware AlgorithmComputer Architecture	2020	183
Marvel: A Data-Centric Approach for Mapping Deep Learning Operators on Spatial Accelerators Prasanth Chatarasi, Hyoukjun Kwon, Angshuman Parashar, ACM Transactions on Architecture and Code Optimization Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningDeep Learning Operators	2021	30
Evaluating Spatial Accelerator Architectures with Tiled Matrix-Matrix Multiplication Gordon Euhyun Moon, Hyoukjun Kwon, Geonhwa Jeong, IEEE Transactions on Parallel and Distributed Systems Cluster ComputingEngineeringMachine LearningComputer ArchitectureGpu Computing	2021	28
Polyhedral Optimizations of Explicitly Parallel Programs Prasanth Chatarasi, Jun Shirako, Vivek Sarkar Mathematical ProgrammingEngineeringCompiler TechnologyComputer ArchitectureComputational Complexity	2015	23
FEATHER: A Reconfigurable Accelerator with Data Reordering Support for Low-Cost On-Chip Dataflow Switching Jianming Tong, Anirudh Itagi, Prasanth Chatarasi,	2024	21
Marvel: A Data-centric Compiler for DNN Operators on Spatial Accelerators Prasanth Chatarasi, Hyoukjun Kwon, Natesh Raina, arXiv (Cornell University) EngineeringMachine LearningAdvanced ComputingHardware AlgorithmComputer Architecture	2020	19
Understanding Reuse, Performance, and Hardware Cost of DNN Dataflows: A Data-Centric Approach Using MAESTRO Hyoukjun Kwon, Prasanth Chatarasi, Michael Pellauer, arXiv (Cornell University) EngineeringAdvanced ComputingComputer ArchitectureHardware CostData-centric Approach	2018	16
Experimental Insights from the Rogues Gallery Jeffrey Young, Jason Riedy, Thomas M. Conte, EngineeringVlsi DesignComputer ArchitectureEducationVisual Effect	2019	13
Union: A Unified HW-SW Co-Design Ecosystem in MLIR for Evaluating Tensor Operations on Spatial Accelerators Geonhwa Jeong, Gökçen Kestor, Prasanth Chatarasi,	2021	13

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