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ORCIDAviral Shrivastava
- > Home > Persons > Aviral Shrivastava
Publications
- 2024
[j56]Benjamin R. Willis
, Aviral Shrivastava, Joshua Mack, Shail Dave, Chaitali Chakrabarti, John S. Brunhaver:
Cyclebite: Extracting Task Graphs From Unstructured Compute-Programs. IEEE Trans. Computers 73(1): 221-234 (2024)- 2023
- [c106]Shail Dave, Tony Nowatzki, Aviral Shrivastava:
Explainable-DSE: An Agile and Explainable Exploration of Efficient HW/SW Codesigns of Deep Learning Accelerators Using Bottleneck Analysis. ASPLOS (4) 2023: 87-107 - [c105]Behnaz Ranjbar, Florian Klemme, Paul R. Genssler, Hussam Amrouch, Jinhyo Jung, Shail Dave, Hwisoo So, Kyongwoo Lee, Aviral Shrivastava, Ji-Yung Lin, Pieter Weckx, Subrat Mishra, Francky Catthoor, Dwaipayan Biswas, Akash Kumar:
Learning-Oriented Reliability Improvement of Computing Systems From Transistor to Application Level. DATE 2023: 1-10 - 2022
- [c100]Shail Dave, Alberto Marchisio, Muhammad Abdullah Hanif, Amira Guesmi, Aviral Shrivastava, Ihsen Alouani, Muhammad Shafique:
Special Session: Towards an Agile Design Methodology for Efficient, Reliable, and Secure ML Systems. VTS 2022: 1-14 - [i5]Shail Dave, Alberto Marchisio, Muhammad Abdullah Hanif, Amira Guesmi, Aviral Shrivastava, Ihsen Alouani, Muhammad Shafique:
Special Session: Towards an Agile Design Methodology for Efficient, Reliable, and Secure ML Systems. CoRR abs/2204.09514 (2022) - 2021
- [j43]Shail Dave, Riyadh Baghdadi, Tony Nowatzki, Sasikanth Avancha, Aviral Shrivastava, Baoxin Li:
Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights. Proc. IEEE 109(10): 1706-1752 (2021) - [j42]Abhishek Singh, Shail Dave, Pantea Zardoshti, Robert Brotzman, Chao Zhang, Xiaochen Guo, Aviral Shrivastava, Gang Tan, Michael F. Spear:
SPX64: A Scratchpad Memory for General-purpose Microprocessors. ACM Trans. Archit. Code Optim. 18(1): 14:1-14:26 (2021) - 2020
- [c96]Shail Dave, Aviral Shrivastava, Youngbin Kim, Sasikanth Avancha, Kyoungwoo Lee:
dMazeRunner: Optimizing Convolutions on Dataflow Accelerators. ICASSP 2020: 1544-1548 - [i3]Shail Dave, Riyadh Baghdadi, Tony Nowatzki, Sasikanth Avancha, Aviral Shrivastava, Baoxin Li:
Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights. CoRR abs/2007.00864 (2020) - 2019
- [j33]Shail Dave, Youngbin Kim, Sasikanth Avancha, Kyoungwoo Lee, Aviral Shrivastava:
dMazeRunner: Executing Perfectly Nested Loops on Dataflow Accelerators. ACM Trans. Embed. Comput. Syst. 18(5s): 70:1-70:27 (2019) - 2018
- [c86]Shail Dave, Mahesh Balasubramanian, Aviral Shrivastava:
RAMP: resource-aware mapping for CGRAs. DAC 2018: 127:1-127:6 - [c83]Mahesh Balasubramanian, Shail Dave, Aviral Shrivastava, Reiley Jeyapaul:
LASER: A hardware/software approach to accelerate complicated loops on CGRAs. DATE 2018: 1069-1074 - [c82]Shail Dave, Mahesh Balasubramanian, Aviral Shrivastava:
URECA: Unified register file for CGRAs. DATE 2018: 1081-1086
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