edge-intelligence

A curated list of awesome edge computing, including Frameworks, Simulators, Tools, etc.

A unified ecosystem and workspace for large-scale federated learning, bridging the gap between centralized model evolution and decentralized edge intelligence.

云边协同- collaborative inference 📚Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge

云边协同- collaborative inference📚工作汇总 📚 Collaborative Inference Work Summary

About DNN compression and acceleration on Edge Devices.

云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge

北京交通大学计算机科学与技术学院系统与网络实验室

Code for paper "Joint Architecture Design and Workload Partitioning for DNN Inference on Industrial IoT Clusters"

Simulation Codes for “Relay-Assisted Cooperative Federated Learning”

An auto scheduling system for stream data processing on distributed cloud-edge platforms

subMFL: Compatible subModel Generation for Federated Learning in Device Heterogeneous Environment

DisCEdge: Distributed Context Management for LLMs at the Edge

Code for paper "Classification-based Dynamic Network for Efficient Super-Resolution"

Code for paper "Dynamic Deep Neural Network Inference via Adaptive Channel Skipping"

HERMES (Heterogeneous Application-Enabled Routing Middleware for Edge-IoT Systems) is a networking library for ESP8266, ESP32, and Raspberry Pi devices that enables self-organising multi-hop Wi-Fi networks. It combines routing with a middleware layer that allows applications to influence network behavior through custom metrics and policies.

Make an edge intelligence node based on STM32

FL-enabled architecture for scalable and proactive network slice impact classification in Intelligent Transportation Systems (ITS).

A lightweight quantization module for PyTorch models

Deployable Edge Environment to evaluate the Power-Accuracy-Latency trade-off for predictive ML algorithms

Code for paper "Automated Spatial-Temporal Graph Neural Network Search for Skeleton-based Human Action Recognition on Edge Devices"