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29 Apr 2025Form Number
LP2211PDF size
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Abstract
In-database machine learning integrates machine learning directly into SQL databases, allowing all related processes such as selecting data, training, and model evaluation to occur within the database itself on the same node. Microsoft SQL Server Machine Learning Services (MSSQL ML Services) provides a platform for developing and deploying machine learning models directly within the SQL Server database environment.
Lenovo Solutions for Microsoft SQL Server on ThinkSystem SR650 V3 are optimized for AI workloads, Online Transaction Processing (OLTP) and Data Warehouse (DW) which are Accelerated by Intel offerings. This technical brief features Microsoft SQL Server 2022 running on a high-performance Lenovo dual-socket 2U rack mount enterprise server. The server can support both 4th and 5th Generation Intel® Xeon® Scalable processors, TruDDR5 4800MHz memory and P5620 NVMe drives among a variety of storage options, including support for the PCIe 5.0 standard devices for I/O. The Intel 5th generation processors support up to 64 cores, 385 watts and 96GB 5600 speed memory.
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