This work optimizes hierarchical interconnected cache systems in content delivery networks using analytical and graph neural network-based methods.
The paper is available at https://doi.org/10.1016/j.comnet.2026.112180
Our paper "Optimizing TTL Cache Hierarchies under Random Delays: Direct Methods and Learning on Graph Transformations," has been accepted for publication in the Computer Networks Journal.
This work optimizes hierarchical interconnected cache systems in content delivery networks using analytical and graph neural network-based methods.
The paper is available at https://doi.org/10.1016/j.comnet.2026.112180