The IFE system of claim 14, wherein the plurality of seat-based compute resources include one or more first processors and one or more second processors, each included in a seatbox associated with first class and/or business class seats, wherein the one or more first processors have a compute capacity sufficient to meet computational demands of corresponding ones of the first class and/or business class seats, and wherein the one or more processors are configured to form the one or more compute clusters based on identifying the one or more second processors.