IoTDATALab / RTCoInferLinks
The implementation of paper : RTCoInfer: Real-time Edge-Cloud Collaborative CNN Inference for Stream Analytics on Ubiquitous Images
☆14Updated 2 years ago
Alternatives and similar repositories for RTCoInfer
Users that are interested in RTCoInfer are comparing it to the libraries listed below
Sorting:
- Code for paper "Joint Architecture Design and Workload Partitioning for DNN Inference on Industrial IoT Clusters"☆13Updated last year
- 云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge☆40Updated last year
- Code for paper "JMDC: A Joint Model and Data Compression System for Deep Neural Networks Collaborative Computing in Edge-Cloud Networks"☆22Updated 2 years ago
- A DNN model partition demo☆31Updated 5 years ago
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆40Updated 3 years ago
- ☆13Updated 5 years ago
- PyTorch implementation of the paper: Decomposing Vision Transformers for Collaborative Inference in Edge Devices☆12Updated 11 months ago
- A PyTorch Implementation for experiements in paper: Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge.☆13Updated 2 years ago
- DNN partition edge-cloud co-infer☆10Updated 2 years ago
- PyTorch implementation of the paper: Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Le…☆40Updated last year
- [IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and […☆36Updated 2 years ago
- Code for paper "Locally Distributed Deep Learning Inference on Edge Device Clusters"☆13Updated 2 years ago
- ☆25Updated 4 years ago
- This project will realize experiments about BranchyNet partitioning using pytorch framework☆28Updated 5 years ago
- 云边协同- collaborative inference 📚Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge☆82Updated last year
- 云边协同- collaborative inference📚工作汇总 📚 Collaborative Inference Work Summary☆78Updated 5 months 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☆12Updated 4 years ago
- Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency☆28Updated 4 years ago
- Network aware load balancing for edge/cloud computing using deep reinforcement learning☆19Updated 4 years ago
- ☆11Updated 2 years ago
- This is the code for the paper published in IEEE Cloud Computing 2022☆12Updated 2 years ago
- INFOCOM 2024: Online Resource Allocation for Edge Intelligence with Colocated Model Retraining and Inference☆18Updated 8 months ago
- [TMC'22] SplitPlace: AI Augmented Splitting and Placement of Large-Scale Neural Networks in Mobile Edge Environments☆19Updated 2 years ago
- [EMSOFT 2022] Adaptive Edge Offloading for Image Classification Under Rate Limit☆13Updated last year
- This Dataset consists of heterogeneous IoT jobs/tuples containing the information - TupleName, TupleId, Size of the Tuple (Size of a job)…☆15Updated 5 years ago
- Auto-Split: A General Framework of Collaborative Edge-Cloud AI☆12Updated 3 years ago
- The code for the paper task merging and scheduling for parallel deep learning applications in mobile edge computing☆26Updated 4 years ago
- Some classical edge server placement algorithms are implemented.☆26Updated 3 years ago
- [Infocom'22] Preemptive Migration Prediction Network for Proactive Fault Tolerant Edge Computing☆45Updated last year
- A python package for solving the dependent function embedding problems.☆19Updated 3 years ago