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What is In-Network Processing

Handbook of Research on Innovations in Database Technologies and Applications: Current and Future Trends
In-network processing is a technique employed in sensor database systems whereby the data recorded is processed by the sensor nodes themselves. This is in contrast to the standard approach, which demands that data is routed to a so-called sink computer located outside the sensor network for processing. In-network processing is critical for sensor nodes because they are highly resource constrained, in particular in terms of battery power and this approach can extend their useful life quite considerably.
Published in Chapter:
Pervasive and Ubiquitous Computing Databases: Critical Issues and Challenges
Michael Zoumboulakis (University of London, UK) and George Roussos (University of London, UK)
DOI: 10.4018/978-1-60566-242-8.ch086
Abstract
The concept of the so-called Pervasive and Ubiquitous Computing was introduced in the early nineties as the third wave of computing to follow the eras of the mainframe and the personal computer. Unlike previous technology generations, Pervasive and Ubiquitous Computing recedes into the background of everyday life: “it activates the world, makes computers so imbedded, so fitting, so natural, that we use it without even thinking about it, and is invisible, everywhere computing that does not live on a personal device of any sort, but is in the woodwork everywhere” (Weiser 1991). Pervasive and Ubiquitous Computing is often referred to using different terms in different contexts. Pervasive, 4G mobile and sentient computing or ambient intelligence also refer to the same computing paradigm. Several technical developments come together to create this novel type of computing, the main ones are summarized in Table 1 (Davies and Gellersen 2002; Satyanarayanan 2001).
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Enabling Wireless Multimedia Sensor Networks
Sensor nodes of WSNs or WMSNs conduct aggregation on the sensor data collected from its neighbors or its own sensor data.
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