Abstract-Advanced Metering Infrastructures (AMI) are systems that measure, collect, analyse utilities distribution and consumption, and communicate with metering devices either on a schedule or on request. AMI are becoming a vital part of utilities distribution network and allow the development of Smart Cities. In this paper we propose an integrated Internet of Things (IoT) architecture for smart meter networks to be deployed in smart cities. It is shown the communication protocol, the data format, the data gathering procedure and the decision system based on big data treatment. The architecture includes electricity, water and gas smart meters. Real measurements will show the benefits of the proposed IoT architecture for both the customers and the utilities.