no code implementations • 9 Feb 2024 • Liangyu Zhao, Saeed Maleki, Ziyue Yang, Hossein Pourreza, Aashaka Shah, Changho Hwang, Arvind Krishnamurthy
ForestColl also outperforms other state-of-the-art schedule generation techniques with both up to 61\% more efficient generated schedules and orders of magnitude faster schedule generation speed.
2 code implementations • 8 Nov 2021 • Aashaka Shah, Vijay Chidambaram, Meghan Cowan, Saeed Maleki, Madan Musuvathi, Todd Mytkowicz, Jacob Nelson, Olli Saarikivi, Rachee Singh
TACCL uses a novel communication sketch abstraction to get crucial information from the designer to significantly reduce the search space and guide the synthesizer towards better algorithms.
1 code implementation • ICLR 2021 • Aashaka Shah, Chao-yuan Wu, Jayashree Mohan, Vijay Chidambaram, Philipp Krähenbühl
Deep learning is slowly, but steadily, hitting a memory bottleneck.
1 code implementation • 25 Sep 2019 • Soujanya Ponnapalli, Aashaka Shah, Amy Tai, Souvik Banerjee, Vijay Chidambaram, Dahlia Malkhi, Michael Wei
Public blockchains like Ethereum use Merkle trees to verify transactions received from untrusted servers before applying them to the blockchain.
Distributed, Parallel, and Cluster Computing
