Ananda Samajdar
Georgia Institute of Technology
H-index: 11
North America-United States
Top articles of Ananda Samajdar
Title | Journal | Author(s) | Publication Date |
---|---|---|---|
Self adaptive reconfigurable arrays (SARA) learning flexible GEMM accelerator configuration and mapping-space using ML | Ananda Samajdar Eric Qin Michael Pellauer Tushar Krishna | 2022/7/10 | |
Architecture, dataflow and physical design implications of 3D-ICs for DNN-accelerators | Jan Moritz Joseph Ananda Samajdar Lingjun Zhu Rainer Leupers Sung Kyu Lim | 2021/4/7 | |
Self-Adaptive Reconfigurable Arrays (SARA): Using ML to Assist Scaling GEMM Acceleration | arXiv preprint arXiv:2101.04799 | Ananda Samajdar Michael Pellauer Tushar Krishna | 2021/1/12 |
RASA: Efficient Register-Aware Systolic Array Matrix Engine for CPU | Geonhwa Jeong Eric Qin Ananda Samajdar Christopher J Hughes Sreenivas Subramoney | 2021/12/5 | |
METHODOLOGY AND ANALYSIS FOR EFFICIENT CUSTOM ARCHITECTURE DESIGN USING MACHINE LEARNING | Ananda Samajdar | 2021/12/13 | |
AIRCHITECT: Learning custom architecture design and mapping space | arXiv preprint arXiv:2108.08295 | Ananda Samajdar Jan Moritz Joseph Matthew Denton Tushar Krishna | 2021/8/16 |
Introduction to Data Orchestration | Tushar Krishna Hyoukjun Kwon Angshuman Parashar Michael Pellauer Ananda Samajdar | 2020 | |
SIGMA: A Sparse and Irregular GEMM Accelerator with Flexible Interconnects for DNN Training | Eric Qin Ananda Samajdar Hyoukjun Kwon Vineet Nadella Sudarshan Srinivasan | 2020/2 | |
Buffer Hierarchies | Tushar Krishna Hyoukjun Kwon Angshuman Parashar Michael Pellauer Ananda Samajdar | 2020 | |
Modeling Accelerator Design Space | Tushar Krishna Hyoukjun Kwon Angshuman Parashar Michael Pellauer Ananda Samajdar | 2020 | |
A Systematic Methodology for Characterizing Scalability of DNN Accelerators using SCALE-Sim | Ananda Samajdar Jan Moritz Joseph Yuhao Zhu Paul Whatmough Matthew Mattina | 2020 | |
Putting it Together: Architecting a DNN Accelerator | Tushar Krishna Hyoukjun Kwon Angshuman Parashar Michael Pellauer Ananda Samajdar | 2020 | |
Dataflow and Data Reuse | Tushar Krishna Hyoukjun Kwon Angshuman Parashar Michael Pellauer Ananda Samajdar | 2020 | |
Clan: Continuous learning using asynchronous neuroevolution on commodity edge devices | Parth Mannan Ananda Samajdar Tushar Krishna | 2020/8/23 | |
Orchestrating Compressed-Sparse Data | Tushar Krishna Hyoukjun Kwon Angshuman Parashar Michael Pellauer Ananda Samajdar | 2020 | |
Data orchestration in deep learning accelerators | Tushar Krishna Hyoukjun Kwon Angshuman Parashar Michael Pellauer Ananda Samajdar | 2020/8/18 |