Exploring Edge AI Inference in Heterogeneous Environments: Requirements, Challenges, and Solutions

Author:

Morabito Roberto,Chiang Mung

Publisher

Springer Nature Switzerland

Reference51 articles.

1. Zhou, Z., et al.: Edge intelligence: paving the last mile of artificial intelligence with Edge computing. Proc. IEEE. 107(8), 1738–1762 (2019)

2. Chen, J., et al.: Deep learning with Edge computing: a review. Proc. IEEE. 107(8), 1655–1674 (2019)

3. NVIDIA: What’s the Difference Between Deep Learning Training and Inference? https://blogs.nvidia.com/blog/2016/08/22/difference-deep-learning-training-inference-ai/ (2016)

4. Chen, X., et al.: ThriftyEdge: resource-efficient Edge computing for intelligent IoT applications. IEEE Netw. 32(1), 61–65 (2018)

5. ITU-T, 2020: 2030-Gap Analysis of Network 2030 New Services, Capabilities and Use Cases

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