New Tool AI/ML - Distributed AI

Mind Map: Distributed AI

Central Idea

• Distributed Artificial Intelligence

Main Branches

1. Definition

   • AI algorithms and models distributed across multiple devices or nodes.

2. Advantages

   • Increased scalability

   • Enhanced privacy and security

   • Improved efficiency

3. Challenges

   • Communication latency

   • Data synchronization

   • Fault tolerance

4. Applications

   • Internet of Things (IoT)

   • Autonomous vehicles

   • Healthcare

   • Finance

5. Technologies

   • Federated Learning

   • Edge Computing

   • Blockchain

6. Future Trends

   • Continued growth in IoT

   • More privacy-preserving AI techniques

   • Increased adoption in various industries