SLAM-Lab / DeepThings
A Portable C Library for Distributed CNN Inference on IoT Edge Clusters
☆25Updated 3 years ago
Alternatives and similar repositories for DeepThings:
Users that are interested in DeepThings are comparing it to the libraries listed below
- A Portable C Library for Distributed CNN Inference on IoT Edge Clusters☆83Updated 5 years ago
- ☆11Updated 5 years ago
- ☆45Updated 2 years ago
- ☆56Updated 3 years ago
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆41Updated 3 years ago
- Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency☆26Updated 4 years ago
- FilterForward: Scaling Video Analytics on Constrained Edge Nodes☆28Updated 5 years ago
- [IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and […☆36Updated last year
- Auto-Split: A General Framework of Collaborative Edge-Cloud AI☆12Updated 3 years ago
- ☆13Updated 5 years ago
- ☆116Updated 6 years ago
- A DNN model partition demo☆31Updated 5 years ago
- Cache design for CNN on mobile☆32Updated 6 years ago
- ☆22Updated last year
- This project will realize experiments about BranchyNet partitioning using pytorch framework☆27Updated 4 years ago
- 云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge☆37Updated last year
- Deep neural network (DNN) implementation for inference tasks☆13Updated 5 years ago
- Interpreting Deep Learning-Based Networking Systems (SIGCOMM 2020)☆88Updated 2 years ago
- Server-driven Video Streaming for Deep Learning Inference☆90Updated 2 years ago
- ☆125Updated last year
- ☆21Updated 2 years ago
- ☆77Updated last year
- Adaptive Model Streaming for real-time video inference on edge devices☆41Updated 3 years ago
- 2-stage pruning to favor distributed inference (local device compute half of the model, upload the feature for further computing on stron…☆23Updated 6 years ago
- Demystifying Fog Systems Using Container-based Benchmarking☆35Updated 5 years ago
- ☆38Updated 3 years ago
- Using Feature Decomposition method to accelerate GNN inference☆13Updated 3 years ago
- Code for paper "Locally Distributed Deep Learning Inference on Edge Device Clusters"☆12Updated last year
- Sub-6 band 5G measurement tools and dataset☆37Updated 4 years ago
- 基于提前退出部分样本原理而实现的带分支网络(supported by chainer)☆45Updated 5 years ago