Dynamic Resource Management for Machine Learning Pipeline Workloads

Author:

Chiang Min-Chi,Zhang Lu-Wen,Chou Yu-Min,Chou JerryORCID

Funder

Ministry of Science and Technology, Taiwan

Publisher

Springer Science and Business Media LLC

Subject

Computer Science Applications,Computer Networks and Communications,Computer Graphics and Computer-Aided Design,Computational Theory and Mathematics,Artificial Intelligence,General Computer Science

Reference44 articles.

1. He K, Zhang X, Ren S, Sun J. Deep residual learning for image recognition. In: 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016;770–778. https://doi.org/10.1109/CVPR.2016.90

2. Krizhevsky A, Sutskever I, Hinton GE. Imagenet classification with deep convolutional neural networks. Commun ACM. 2017;60(6):84.

3. Redmon J, Divvala SK, Girshick RB, Farhadi A. You only look once: Unified, real-time object detection. CoRR arXiv:abs/1506.02640 2015.

4. Xu D, Anguelov D, Jain A. Pointfusion: Deep sensor fusion for 3d bounding box estimation. CoRR 2017 arXiv:1711.10871.

5. Vaswani A, Shazeer N, Parmar N, Uszkoreit J, Jones L, Gomez AN, Kaiser Lu, Polosukhin I. Attention is all you need. In: Guyon, I., Luxburg, U.V., Bengio, S., Wallach, H., Fergus, R., Vishwanathan, S., Garnett, R. (editors) Advances in Neural Information Processing Systems, 2017;30, 5998–6008. https://proceedings.neurips.cc/paper/2017/file/3f5ee243547dee91fbd053c1c4a845aa-Paper.pdf. Accessed 4 Dec 2017.

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