What are some examples of coherence protocols in AI?

What are some examples of coherence protocols in AI?

Coherence protocols are methods that ensure consistency and reliability in AI systems. Examples include consensus algorithms like Paxos and Raft, which are used in distributed systems to maintain data integrity.

How do these protocols work in practice?

In practice, these protocols work by allowing multiple nodes in a network to agree on a single value or state, even in the presence of failures. For instance, Paxos uses a series of proposals and votes to reach consensus.

Can you explain the differences between Paxos and Raft?

Certainly! Paxos is more complex and focuses on theoretical guarantees, while Raft is designed to be more understandable and practical, emphasizing leader election and log replication.

What are the applications of these protocols?

These protocols are widely used in distributed databases, cloud computing, and blockchain technologies to ensure data consistency and fault tolerance.