1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.DC2023★ 1 cited
Moirai: Towards Optimal Placement for Distributed Inference on Heterogeneous Devices
Beibei Zhang, Hongwei Zhu, Feng Gao +2
The escalating size of Deep Neural Networks (DNNs) has spurred a growing research interest in hosting and serving DNN models across multiple devices. A number of studies have been…
cs.DB2022
Optimizing Machine Learning Inference Queries with Correlative Proxy Models
Zhihui Yang, Zuozhi Wang, Yicong Huang +3
We consider accelerating machine learning (ML) inference queries on unstructured datasets. Expensive operators such as feature extractors and classifiers are deployed as user-defin…