Hui Song

Diversity: A Heuristic to Improve Robustness of Self-Adaptive Cloud Architectures

2015

In complex biological systems, the hypothesis that bio-diversity contributes to stability or robustness is an active debate. The FP7 DIVERSIFY project tests whether this hypothesis holds for software systems, and explores the use of diversity …

Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning

2019 · International Conference on Machine Learning

When observing the actions of others, humans make inferences about why they acted as they did, and what this implies about the world; humans also use the fact that their actions will be interpreted in …

A Light-Weight Approach to Software Assignment at the Edge

2020

Containerised software running on edge infrastructures is required to be updated following agile practices to react to emerging business requirements, contextual changes, and security threats. Which version needs to be deployed on a particular device …