arxiveess.SP2026-07-31
Wireless Aggregation Latency in Edge Learning with Fractional Power Control
A. C. Vamshi Karthik, S. Tayyaba, S. Vanka
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 po…