Commit 9e57e581 authored by Linh Truong's avatar Linh Truong
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update slides

parent 6df0fdc2
......@@ -85,11 +85,12 @@ Big Data and Machine Learning Systems](slides/cs-e4660-lecture2-analytics-v0.3.p
- Key reading 5: [Jeff Smith. 2018. Machine Learning Systems: Designs that scale (1st. ed.). Manning Publications Co., USA.](https://www.manning.com/books/machine-learning-systems)
- Key reading 6: [Prediction-Serving Systems](https://queue.acm.org/detail.cfm?id=3210557)
- Lecture 4
- Slides: [Machine Learning with Edge Systems](slides/)
- Slides: [Machine Learning with Edge-centric Systems](slides/cs-e4660-lecture4-edgeml-v0.3.pdf)
- Key reading 1: [Serving deep neural networks at the cloud edge for vision applications on mobile platforms](https://dl.acm.org/doi/10.1145/3304109.3306221)
- Key reading 2:[From the Edge to the Cloud: Model Serving in ML.NET](http://sites.computer.org/debull/A18dec/p46.pdf)
- Key reading 3: [Machine Learning at Facebook:Understanding Inference at the Edge](https://research.fb.com/wp-content/uploads/2018/12/Machine-Learning-at-Facebook-Understanding-Inference-at-the-Edge.pdf)
- Key reading 4: [Distributing Deep Neural Networks with Containerized Partitions at the Edge](https://www.usenix.org/system/files/hotedge19-paper-zhou.pdf)
- Key reading 5: [A survey of federated learning for edge computing: Research problems and solutions](https://www.sciencedirect.com/science/article/pii/S266729522100009X)
*If you need the sources of slides for your teaching, pls. contact [Linh Truong](https://users.aalto.fi/~truongh4/)*
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