M3: Towards Efficient Mixed Machine Learning Model Co-Location on Constrained Edge Devices
Author:
Affiliation:
1. IBM Research,Almaden,USA
2. Clemson University,Clemson,USA
3. IBM Research,Singapore
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10356123/10356124/10356363.pdf?arnumber=10356363
Reference45 articles.
1. A survey of modern deep learning based object detection models
2. Horus: Interference-Aware and Prediction-Based Scheduling in Deep Learning Systems
3. Deep Learning-Based Job Placement in Distributed Machine Learning Clusters With Heterogeneous Workloads
4. Perphon
5. Perph: A Workload Co-location Agent with Online Performance Prediction and Resource Inference
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