Enhanced processing of time series data via parallelization of instructions

A system comprising one or more computers and computer storage media storing instructions that, when executed by the system, cause the system to perform operations comprising:

• receiving a query indicating time series datasets and operations to be performed on the time series datasets;
• identifying nodes associated with the query, each node being associated with a time series dataset;
• generating, based at least in part on the query, one or more nodes associated with respective operations performed on the time series datasets;
• assembling the nodes into at least one query tree, wherein parent nodes of the query tree indicate operations that are to be applied to children nodes;
• generating instructions associated with processing the query tree, and providing at least a subset of the instructions to one or more compute systems for processing in parallel;
• and
• in response to receiving results associated with the generated instructions, presenting, in a user interface, the results.

Non-transitory computer storage media storing instructions that when executed by a system of one or more computers, cause the system to perform operations comprising:

• receiving a query indicating time series datasets and operations to be performed on the time series datasets;
• identifying nodes associated with the query, each node being associated with a time series dataset;
• generating, based at least in part on the query, one or more nodes associated with respective operations performed on the time series datasets;
• assembling the nodes into at least one query tree, wherein parent nodes of the query tree indicate operations that are to be applied to children nodes;
• generating instructions associated with processing the query tree, and providing at least a subset of the instructions to one or more compute systems for processing in parallel;
• and
• in response to receiving results associated with the generated instructions, presenting, in a user interface, the results.