2 papers
cs.DC2026
Distributed Load Balancing with Workload-Dependent Service Rates
Wenxin Zhang, Santiago R. Balseiro, Robert Kleinberg +3
Modern service systems, including cloud platforms and large language model inference endpoints, must distribute jobs across servers whose processing speeds depend on current worklo…
cs.DC2025
Load Balancing with Network Latencies via Distributed Gradient Descent
Santiago R. Balseiro, Vahab S. Mirrokni, Bartek Wydrowski
Motivated by the growing demand for serving large language model inference requests, we study distributed load balancing for global serving systems with network latencies. We consi…