Distributed File Systems
AI Infrastructure
A system where components located on networked computers communicate and coordinate actions by passing messages to achieve a common goal.
Detailed Explanation
Distributed Computing involves multiple interconnected computers working together to process data and perform tasks more efficiently. By passing messages and coordinating actions across networked systems, it enables handling large-scale tasks, enhances fault tolerance, and improves scalability. This infrastructure is essential for AI applications requiring significant computational power, such as training large models or processing vast datasets.
Use Cases
- •Use case: Scaling AI model training across multiple servers for faster processing and higher throughput in large dataset analysis.
Related Terms
Other terms in the AI Infrastructure category