Given the growing proliferation of embedded sensors that measure their environment getting continous volumes of data, there is an increasing interest on the possibilities that this continuous streams of information are able to offer. This kind of data is characterized as a potentially infinite flow of data elements from one or more data sources data stream. As part of this new stream scenario is developed NexusDS, a project that provides a flexible and extensible platform for data stream processing, allowing custom operators, supporting heterogeneous system topologies and managing a flexible data model to support variety kind of data. In the last few years, there has been an increasing number of mobile devices such as cell phones, PDA and handheld. These devices incorporate sensor technology that can measure environment getting continuous volumes of that, offering continuous streams of information.This thesis focuses on creating a data processing framework for mobile devices and join it to current NexusDS platform, allowing distributed continuous queries over data streams in mobile devices. This new framework incorporation will permit the participation of mobile devices such phones or PDAs in the NexusDS project.