zoranzhao / DeepThingsLinks
A Portable C Library for Distributed CNN Inference on IoT Edge Clusters
☆83Updated 5 years ago
Alternatives and similar repositories for DeepThings
Users that are interested in DeepThings are comparing it to the libraries listed below
Sorting:
- ☆117Updated 6 years ago
- A Portable C Library for Distributed CNN Inference on IoT Edge Clusters☆27Updated 4 years ago
- FilterForward: Scaling Video Analytics on Constrained Edge Nodes☆28Updated 5 years ago
- ☆208Updated last year
- This is a list of awesome edgeAI inference related papers.☆98Updated last year
- ☆46Updated 2 years ago
- ☆58Updated 3 years ago
- ☆11Updated 5 years ago
- Source code and datasets for Ekya, a system for continuous learning on the edge.☆107Updated 3 years ago
- Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency☆28Updated 4 years ago
- ☆78Updated 2 years ago
- Cache design for CNN on mobile☆34Updated 7 years ago
- Source code for the paper: "A Latency-Predictable Multi-Dimensional Optimization Framework forDNN-driven Autonomous Systems"☆22Updated 4 years ago
- PipeEdge: Pipeline Parallelism for Large-Scale Model Inference on Heterogeneous Edge Devices☆36Updated last year
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆41Updated 4 years ago
- ☆132Updated last year
- [IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and […☆36Updated 2 years ago
- ☆13Updated 5 years ago
- Server-driven Video Streaming for Deep Learning Inference☆94Updated 3 years ago
- This project will realize experiments about BranchyNet partitioning using pytorch framework☆29Updated 5 years ago
- Model-less Inference Serving☆92Updated last year
- A curated list of awesome projects and papers for AI on Mobile/IoT/Edge devices. Everything is continuously updating. Welcome contributio…☆42Updated 2 years ago
- Adaptive Model Streaming for real-time video inference on edge devices☆41Updated 3 years ago
- Demystifying Fog Systems Using Container-based Benchmarking☆36Updated 6 years ago
- A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.☆358Updated last year
- zTT: Learning-based DVFS with Zero Thermal Throttling for Mobile Devices [MobiSys'21] - Artifact Evaluation☆26Updated 4 years ago
- ☆40Updated 4 years ago
- A DNN model partition demo☆31Updated 5 years ago
- ☆38Updated 3 years ago
- ☆19Updated 3 years ago