This document summarizes a paper presented at the PRDC 2019 conference in Kyoto, Japan. It discusses an approach called μQoS for autonomous recovery in cloud computing. μQoS uses root cause analysis and derives new quality of service (QoS) monitoring rules when existing rules are not satisfied, allowing recovery actions to be taken without expanding resources. It evaluates μQoS using an Apache Cassandra database under different workloads and fault conditions. The results show μQoS can effectively detect root causes and derive new QoS rules to enable autonomous recovery in real systems with high precision. Future work will focus on expanding μQoS to prevent potential failures by using model-based or anomaly detection approaches.