Data Aware Scheduling and Routing

[k82cn]

Motivation

Currently, when session manager dispatch task to executor, it does not consider the location of common data which may introduce more latency. In addition, when the client put data into cache, it's also better to find a suitable node, e.g., has enough compute resources to reduce data transformation.

Function Specification

DASR

Solutions

DASR

Additional context
Add any other context or screenshots about the feature request here.