Large-Scale Network Utility Maximization via GPU-Accelerated Proximal Message Passing

Akshay Sreekumar, Anthony Degleris, Ram Rajagopal

We present a GPU-accelerated proximal message passing algorithm for large-scale network utility maximization (NUM). NUM is a fundamental problem in resource allocation, where resou…