This paper focuses on the distributionally robust dispatch for integrated transmission-distribution (ITD) systems via distributed optimization. Existing algorithms usually require synchronization of all subproblems, which could be hard to scale, resulting in under-utilization computation resources due subsystem heterogeneity ITD systems. Moreover, most commonly used individual chance-constraine...