no code implementations • 31 May 2023 • Yuxin Tang, Zhimin Ding, Dimitrije Jankov, Binhang Yuan, Daniel Bourgeois, Chris Jermaine
The relational data model was designed to facilitate large-scale data management and analytics.
no code implementations • 1 Sep 2020 • Binhang Yuan, Dimitrije Jankov, Jia Zou, Yuxin Tang, Daniel Bourgeois, Chris Jermaine
This implementation abstraction provides little built-in support for ML systems to scale past a single machine, or for handling large models with matrices or tensors that do not easily fit into the RAM of an ASIC.
no code implementations • 25 Apr 2019 • Dimitrije Jankov, Shangyu Luo, Binhang Yuan, Zhuhua Cai, Jia Zou, Chris Jermaine, Zekai J. Gao
A number of popular systems, most notably Google's TensorFlow, have been implemented from the ground up to support machine learning tasks.