In this talk, we will first discuss "Adaptive Overload Control for Busy Internet Services" by Matt Welsh, then I will talk about some ideas for our related ongoing work on "VM-friendly Adaptive Resource Management". In Matt's paper, they present an adaptive admission control mechanism for managing overload in Internet services. Through monitoring the 90th-percentile response time of the requests and controlling the rate of their admission, the service can manage overload by filtering those requests that lead to resource bottleneck. They evaluate their mechanism using a web-based email service and a simple web server benchmark. Related to Matt's work, we address efficiency and fairness issues related to resource allocation. We propose an application-level adaptive resource management framework based on its threading model. We capitalize on this through developing a Friendly Virtual Machine framework (VM-Friendly). Through adjusting the current executing thread number and their sleeping times, each VM can share resources efficiently and fairly. Performance evaluation is on progress.