Data-Driven End-to-End Delay Violation Probability Prediction with Extreme Value Mixture Models

With the advent of edge computing, there is increasing interest in wireless latency-critical services. Such applications require the end-to-end delay of the network infrastructure (communication and computation) to be less than a target delay with a certain probability, e.g., 10-2-10-5. To deal with this guarantee level, the first step is to predict the transient delay violat...