An Offloading Algorithm for Maximizing Inference Accuracy on Edge Device in an Edge Intelligence System

Author:

Fresa Andrea1,Champati Jaya Prakash Varma2

Affiliation:

1. IMDEA Networks Institute & University Carlos III of Madrid, Madrid, Spain

2. IMDEA Networks Institute, Madrid, Spain

Funder

European Union

Publisher

ACM

Reference33 articles.

1. [n.d.]. Image Classification using TensorFlow Lite. https://www.tensorflow.org/lite/guide/hosted_models. [n.d.]. Image Classification using TensorFlow Lite. https://www.tensorflow.org/lite/guide/hosted_models.

2. [n.d.]. PyTorch Mobile. https://pytorch.org/mobile/home/. [n.d.]. PyTorch Mobile. https://pytorch.org/mobile/home/.

3. Jan van den Brand. 2019. A Deterministic Linear Program Solver in Current Matrix Multiplication Time. https://arxiv.org/abs/1910.11957 Jan van den Brand. 2019. A Deterministic Linear Program Solver in Current Matrix Multiplication Time. https://arxiv.org/abs/1910.11957

4. Han Cai , Chuang Gan , Tianzhe Wang , Zhekai Zhang , and Song Han . 2019 . Oncefor- All: Train One Network and Specialize it for Efficient Deployment. https://arxiv.org/abs/1908.09791 Han Cai, Chuang Gan, Tianzhe Wang, Zhekai Zhang, and Song Han. 2019. Oncefor- All: Train One Network and Specialize it for Efficient Deployment. https://arxiv.org/abs/1908.09791

5. A survey of algorithms for the generalized assignment problem

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