You're tasked with setting up a data warehousing solution that can efficiently handle complex analytical queries on large datasets. Which architecture would be most beneficial in distributing the query load?

To efficiently handle complex analytical queries on large datasets and distribute the query load, a Massively Parallel Processing (MPP) architecture is the most beneficial. MPP systems divide data and queries into parallel tasks, allowing for faster query processing and improved scalability.