Moving Average-based Fuzzy Resource Scheduling (MV-FRS) for virtualized cloud environment to optimize the scheduling of resources through virtual machines. A fuzzy control theory is designed for system accessibility between user cloud requirements and cloud users resources. MV-FRS method is to reduce the total waiting time of cloud user resource requirements and effectiveness of the system accessibility.