Optimal Resource Allocation on City Streets: A city street at night, with a focus on optimal resource allocation in heterogeneous systems. The scene is set against a backdrop of trees and buildings, creating a sense of depth and context. The street itself is bustling with activity, featuring multiple lanes of traffic and several cars driving in different directions. Notably, the road appears to be wet, suggesting recent rainfall or maintenance efforts. A prominent signpost stands out, displaying the word