Cluster views for compute scale and cache preservation

A system, comprising:

• a processor;
• a memory device that stores program code to be executed by the processor, the program code comprising:
• an operator analyzer configured to:
• determine a first operator of a graph of operators to have a first characteristic;
• and
• assign the first operator to a first node set of a plurality of node sets, the first node set associated with the first characteristic, a second node set of the plurality of node sets associated with a second characteristic different from the first characteristic;
• and
• an operator scheduler configured to cause:
• the first operator to be executed in the assigned first node set to generate a first operator result;
• and
• a query result to be generated based at least on the first operator result.

A method, comprising:

• receiving a graph of operators representative of a user query, the graph of operators including at least a first operator;
• determining the first operator to have a first characteristic;
• assigning the first operator to a first node set of a plurality of node sets, the first node set associated with the first characteristic, a second node set of the plurality of node sets associated with a second characteristic different from the first characteristic;
• and
• causing
• the first operator to be executed in the assigned first node set to generate a first operator result;
• and
• a query result to be generated based at least on the first operator result.