19 citations · 19 across the 1 of their papers we have counts for
2 papers
cs.SE2020
MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines
Zhaojing Luo, Sai Ho Yeung, Meihui Zhang +7
With the ever-increasing adoption of machine learning for data analytics, maintaining a machine learning pipeline is becoming more complex as both the datasets and trained models e…
cs.DC2019★ 19 cited
Efficient Memory Management for GPU-based Deep Learning Systems
Junzhe Zhang, Sai Ho Yeung, Yao Shu +2
GPU (graphics processing unit) has been used for many data-intensive applications. Among them, deep learning systems are one of the most important consumer systems for GPU nowadays…