A VantageCloud Lake system may contain standard, analytic, or analytic GPU compute groups that comprise node clusters. Compute profiles are created for the correspondingcompute group to specify the scaling policy of nodes in a cluster.
Compared to standard compute groups, an analytic compute group is a special type of compute group in VantageCloud Lake. It is specifically created to host open analytics jobs in addition to the workloads that a standard compute group handles. An analytic compute group inherits the properties of standard compute group plus the unique system properties necessary to run the APPLY table operator queries.
Analytic GPU compute groups are specialized analytic computer clusters configured with NVIDIA accelerated containers to run LLM and DL workloads. They are specifically created to host open analytic jobs that require GPUs. An analytic GPU group has the properties of an analytic compute group plus the unique system properties necessary to run the APPLY table operator scripts on GPU-enabled containers.
- At least one analytic or analytic GPU compute group.
SQL: create a compute group with QUERY_STRATEGY set to 'ANALYTIC' (for an analytic compute group) or 'ANALYTIC_L1' (for an analytic GPU compute group). See CREATE COMPUTE GROUP Syntax.
Console: See Admin: Setting Up VantageCloud Lake for Bring Your Own LLM/DL Using the Console
- Users have access privileges to the analytic or analytic GPU compute group.
Access is typically granted by the system administrator using the VantageCloud Lake Console. See Admin: Setting Up VantageCloud Lake for Bring Your Own LLM/DL Using the Console