What is the primary function of Al Smart Scan in Exadata System Software 24ai?

The primary function of AI Smart Scan in Exadata System Software 24ai is to accelerate AI workloads by leveraging advanced features such as Exadata RDMA Memory (XRMEM), Exadata Smart Cache, and on-storage processing. This capability allows for efficient processing of large-scale data by minimizing data movement and optimizing resource usage. In particular, RDMA Memory supports low-latency access to data, while Smart Cache enhances read performance by storing frequently accessed data in-memory. Additionally, on-storage processing enables computations to occur closer to where the data resides, thereby reducing the need for data transfer between storage and computational resources.

This synergy allows organizations to harness the full power of Exadata when running AI applications, improving their speed and efficiency in processing vast datasets. The focus on workload acceleration ensures that AI models can be trained and deployed more rapidly, which is critical in environments where timely insights and decisions are essential. This makes it uniquely suited for AI workloads compared to other functions that may focus on query optimization or user management.