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

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"

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

Simulation Codes for “Relay-Assisted Cooperative Federated Learning”

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

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

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

DisCEdge: Distributed Context Management for LLMs at the Edge

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

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.

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.

Distributed Edge Intelligence Enabling Framework for IoT-based SHM

An end-to-end TinyML asset monitoring pipeline that trains an ANN on vibrational telemetry data and applies post-training INT8 quantization for ultra-low-power microcontroller deployments.