sedna/examples/README.md

• Sedna-examples
• • • Joint Inference
    • Incremental Learning
    • Federated Learning
    • Lifelong Learning
    • Multi-Edge Inference
    • Shared Storage

Sedna-examples

A directory to share Sedna examples and tutorials to demonstrate how Sedna can implement cross edge-cloud collaborative training
and collaborative inference capabilities.

This repository is home to the following features of examples:

• Joint Inference
• Incremental Learning
• Federated Learning
• Lifelong Learning
• Multi-Edge Inference
• Shared Storage

Joint Inference

Example: Using Joint Inference Service in Helmet Detection Scenario

Incremental Learning

Example: Using Incremental Learning Job in Helmet Detection Scenario

Federated Learning

Example: Using Federated Learning Job in Surface Defect Detection Scenario

Lifelong Learning

Example: Using Lifelong Learning Job in Thermal Comfort Prediction Scenario

Multi-Edge Inference

Example: Using ReID to Track an Infected COVID-19 Carrier in Pandemic Scenario

Shared Storage

Support Protocols	Support Features	Examples	Release
S3	Incremental Learning	Using Incremental Learning Job in Helmet Detection Scenario on S3	0.3.1+
S3	Joint Inference	Using Joint Inference Service in Helmet Detection Scenario on S3	0.3.0+