We propose to utilize rideshare taxis as infras-tructure for both communication and computation. Rideshare
overlays become hence Mobile Edge Nodes. End-users utilize
near rideshare taxis as edge servers to receive video chunks for
live video streaming. The set cover problem (SCP) is used to
formulate the rideshare taxis coverage optimization inside the
city. It provides the maximum number of rideshare taxis that
cover end-users routes which guarantee the efficiency of com-
munication services. Simulation results show that the proposed
architecture dramatically enhances the quality of service and the
overall communication performance in terms of execution time
and energy consumption.