njcpe / neurosurgeon
☆11Updated 5 years ago
Alternatives and similar repositories for neurosurgeon:
Users that are interested in neurosurgeon are comparing it to the libraries listed below
- This project will realize experiments about BranchyNet partitioning using pytorch framework☆27Updated 4 years ago
- Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency☆27Updated 4 years ago
- [IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and […☆37Updated last year
- ☆22Updated last year
- A DNN model partition demo☆30Updated 5 years ago
- 云边协同- collaborative inference 📚Dynamic adaptive DNN surgery for inference acceleration on the edge☆34Updated last year
- ☆38Updated 3 years ago
- ☆13Updated 5 years ago
- Deep neural network (DNN) implementation for inference tasks☆13Updated 5 years ago
- INFOCOM 2024: Online Resource Allocation for Edge Intelligence with Colocated Model Retraining and Inference☆12Updated 5 months ago
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆41Updated 3 years ago
- The implementation of paper : RTCoInfer: Real-time Edge-Cloud Collaborative CNN Inference for Stream Analytics on Ubiquitous Images☆14Updated 2 years ago
- A Portable C Library for Distributed CNN Inference on IoT Edge Clusters☆83Updated 5 years ago
- Edge caching simulator☆18Updated 4 years ago
- A Portable C Library for Distributed CNN Inference on IoT Edge Clusters☆25Updated 3 years ago
- Lightweight flow-level simulator for inter-node network and service coordination (e.g., in cloud/edge computing or NFV).☆58Updated last year
- ☆25Updated 4 years ago
- DNN_Partition辅助工具,用于对pytorch模型进行简单的性能分析以及支持模型切分☆11Updated 3 years ago
- A PyTorch Implementation for experiements in paper: Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge.☆12Updated last year
- Code for paper "Locally Distributed Deep Learning Inference on Edge Device Clusters"☆12Updated last year
- [TPDS'21] COSCO: Container Orchestration using Co-Simulation and Gradient Based Optimization for Fog Computing Environments☆82Updated last year
- Code for paper "Real-time Neural Network Inference on Extremely Weak Devices: Agile Offloading with Explainable AI" (MobiCom'22)☆17Updated last year
- ☆116Updated 6 years ago
- Code for paper "JMDC: A Joint Model and Data Compression System for Deep Neural Networks Collaborative Computing in Edge-Cloud Networks"☆20Updated last year
- Deep reinforcement learning for REsource Allocation in streaM processing☆28Updated last year
- [TMC'22] SplitPlace: AI Augmented Splitting and Placement of Large-Scale Neural Networks in Mobile Edge Environments☆16Updated 2 years ago
- [ICPR 2020] "Neural Compression and Filtering for Edge-assisted Real-time Object Detection in Challenged Networks" and [ACM MobiCom EMDL …☆25Updated last year
- Metis: Learning to Schedule Long-Running Applications in Shared Container Clusters with at Scale☆18Updated 4 years ago
- A reinforcement learning algorithm for congestion control, together with a realistic Omnet++ network simulation environment☆24Updated last year
- ☆45Updated 4 years ago