Abstract: Highlights•We formulate the resource allocation problem in CoS.•Zeus is a hybrid algorithm proposed to solve the resource allocation problem in CoS.•Zeus is scalable in terms of the number of VNs and applications supported.•By identifying requests in common for applications, Zeus saves energy for sensors.•By leveraging edge computing, Zeus supports delay-sensitive applications.