edge-cloud

MemPrivacy is a privacy-preserving personalized memory management framework for edge-cloud agents.

FastCrest Tether: the OSS edge-to-cloud AI deploy CLI. Optimize, verify, deploy across Jetson, RTX, Apple Silicon, AMD. Hybrid edge-cloud inference with parity certs.

ECLYPSE: An Edge-Cloud python platform for simulated (and emulated) runtime environments

Code for paper "JMDC: A Joint Model and Data Compression System for Deep Neural Networks Collaborative Computing in Edge-Cloud Networks"

[WWW2023] PyTorch implementation of "DUET: A Tuning-Free Device-Cloud Collaborative Parameters Generation Framework for Efficient Device Model Generalization".

Krako 2.0 – Energy-efficient, triadic multi-tier inference infrastructure enabling adaptive routing across heterogeneous edge–cloud nodes.

Official PyTorch reference implementation of RelayTree speculative decoding

面向云边端协同场景的分布式人工智能感知、漂移恢复与全局优化决策系统

This repository presents an edge-cloud distributed video analytics system. The solution is designed to be scene-aware, low-latency, and low-bandwidth-dependency, with strong detection quality. The repository includes the production-ready system alongside system-level experiments to assess performance, showcase operability and design efficiency.

Calibrated time-series foundation-model cascade for Scania truck failure-risk inference: edge/cloud HTTP services, adaptive routing, reproducible benchmarks and operations console.

Industrial IoT platform using AWS IoT Core, Lambda & Terraform. Features multi-site simulation with Docker, X.509 security, real-time monitoring via InfluxDB/Grafana and automated alerting with SNS.

面向超长程复杂任务的群体智能引擎 | CDoL认知分工 | 端边云三层架构 | 10-Agent协作

Can reinforcement learning learn better DNN layer placements than heuristics? A Gymnasium edge-cloud simulator with exact optima, heuristic, supervised and deep RL baselines, and a measured answer.

End-cloud co-inference engine: task router + cascade/speculative/split co-inference + prefix cache + cost-latency scheduler (zero-dependency reference of Spark X2.6).