An osmotic computing infrastructure for urban pollution monitoring. (17th June 2019)

• Record Type: Journal Article
• Authors: Longo, Antonella; Zappatore, Marco; De Matteis, Andrea
• Other Names: Ranjan Rajiv guestEditor.; Villari Massimo guestEditor.; Shen Haiying guestEditor.; Rana Omer guestEditor.; Buyya Rajkumar guestEditor.
• Is Part Of: Software, practice & experience. Volume 50:Number 5(2020)
• Page Start: 533
• Page End: 557
• Publication Date: 2019-06-17
• Subjects: mobile crowdsensing -- osmotic computing -- service‐oriented architecture -- smart cities; Computer software -- Periodicals; Computer programming -- Periodicals; Computer programs -- Periodicals; 005.3
• DOI: 10.1002/spe.2721
• Languages: English
• ISSNs: 0038-0644

Abstract

Summary: Urban pollution control systems suffer from the presence of fixed stations in a greater number than mobile monitoring devices. Data gathered from such stations provide detailed and reliable information, thanks to equipment quality and effective measuring protocols, but these sampled data are gathered from very limited areas and through discontinuous monitoring campaigns. Fortunately, the spread of technologies for mobility has fostered the development of new approaches like mobile crowdsensing (MCS), increasing the chances of using mobile devices, even personal ones, as suitable sensors for the urban monitoring scenario. Nevertheless, one of the open challenges is the management of integrated heterogeneous data flows, differing in terms of typology, technical specifications (eg, transmission protocols), and semantics. The osmotic computing paradigm aims at creating an abstract level between mobile devices/Internet‐of‐Things devices and a cloud platform, which enables opportunistic filtering and the addition of metadata for improving the data processing flow. This work focuses on the design and development of a middleware that integrates data coming from mobile and Internet‐of‐Things devices specifically deployed in urban contexts using the osmotic computing paradigm. Moreover, a component of the osmotic membrane has been developed for security management.