caihuaiguang / ORRIC
INFOCOM 2024: Online Resource Allocation for Edge Intelligence with Colocated Model Retraining and Inference
☆14Updated 6 months ago
Alternatives and similar repositories for ORRIC:
Users that are interested in ORRIC are comparing it to the libraries listed below
- ☆13Updated 5 years ago
- A DNN model partition demo☆31Updated 5 years ago
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆42Updated 3 years ago
- ☆46Updated 4 years ago
- PyTorch implementation of the paper: Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Le…☆39Updated last year
- ☆38Updated 3 years ago
- ☆17Updated last year
- Migration of Edge-based Distributed Federated Learning☆25Updated 2 years ago
- 云边协同- collaborative inference📚工作汇总 📚 Collaborative Inference Work Summary☆71Updated 4 months ago
- A curated list of awesome edge AI computing / system research.☆24Updated 4 months ago
- [TMC'22] SplitPlace: AI Augmented Splitting and Placement of Large-Scale Neural Networks in Mobile Edge Environments☆17Updated 2 years ago
- MEC,Edge service, Edge Application, Service Computing.☆64Updated 2 years ago
- Edge caching simulator☆18Updated 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
- 云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge☆39Updated last year
- The source code and experimental results of RSDQL.☆26Updated 3 years ago
- A python package for solving the dependent function embedding problems.☆19Updated 3 years ago
- Deep reinforcement learning-based replacement strategy for content caching.☆59Updated 3 years ago
- Code for paper "JMDC: A Joint Model and Data Compression System for Deep Neural Networks Collaborative Computing in Edge-Cloud Networks"☆21Updated last year
- Adaptive Offloading of Federated Learning on IoT Devices☆74Updated 2 years ago
- ☆20Updated last year
- ☆22Updated last year
- 云边协同- collaborative inference 📚Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge☆79Updated last year
- A PyTorch Implementation for experiements in paper: Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge.☆13Updated last year
- [IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and […☆36Updated last year
- Code Implemntion from the article Multi-Armed Bandit Based Client Schedulingfor Federated Learning☆16Updated 4 years ago
- Code for paper "Joint Architecture Design and Workload Partitioning for DNN Inference on Industrial IoT Clusters"☆13Updated last year
- The implementation of paper : RTCoInfer: Real-time Edge-Cloud Collaborative CNN Inference for Stream Analytics on Ubiquitous Images☆14Updated 2 years ago
- [EMSOFT 2022] Adaptive Edge Offloading for Image Classification Under Rate Limit☆13Updated last year
- Network aware load balancing for edge/cloud computing using deep reinforcement learning☆20Updated 3 years ago