S. Vanka

Wireless Aggregation Latency in Edge Learning with Fractional Power Control

When multiple wireless edge servers communicate with a common core server, their uplink transmissions create a multiple-access bottleneck that affects the la- tency of distributed edge learning systems. This paper analyzes this bottleneck and investigates the use of fractional power control (FPC) to mitigate it in hier...