Usage and Requirements Sample Clauses

Usage and Requirements. Any information system is composed of a range of different, distributed systems and applications. The architecture developed within CITI‐SENSE is no different. On the one hand, the project consortium consists of a large number of data service providers with various capabilities that need to be integrated to meet the project's goal to empower citizen‐sensing. On the other hand, the project identifies a number of data consumers or users who are interested in using the data provided by the CITI‐SENSE Platform for a variety of purposes.
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Usage and Requirements. At the heart of the CITI‐SENSE SEDS Platform sits the Data Repository component. In its basic function, the Data Repository forms the link between data providers and data consumers and stores the data from the data providers in a single, centralised environment. More specifically the data model must be able to perform a number of functionalities, such as:  Store millions of sensor data measurements;  Store data for measurements over a long time period (years).  Handle large amounts of small datasets being inserted in short intervals (e.g. every 5 mins);  Allow the data to be queried and retrieved in within reasonable response times. In the CITI‐SENSE project data can be stored using two distinct technologies: (i) a relational SQL database and (ii) a triplestore for the storage and retrieval of Linked Data. This chapter describes the data model developed for the relational SQL database.
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Usage and Requirements. This section describes the usage context and use cases for these services. The CITI‐SENSE platform aims to support the data storage and handling of sensor data for a number of independent sensor platform providers. In the CITI‐SENSE project, there are a number of sensor platform providers that already have their own sensor data management solutions for providing observations. The CITI‐SENSE architecture is thus aiming at the support for common storage services for all of these through a possibility for both a push and a pull interface for the CITI‐SENSE storage services. For sensor observation situations without any pre‐existing sensor platform, in particular for mobile smart phone connected sensors, the CITI‐SENSE project is offering the usage of the SensApp platform.
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Usage and Requirements. The main purpose of the CITI‐SENSE visualization widgets, hereafter just visualization widgets or simply visualizations, consists in providing rich visual insights into environmental conditions, inferred from numerous sensors and relevant data sources feeding the CITI‐SENSE platform. Rich and appropriate visualizations are able to provide valuable insights into investigated environments raising environmental conditions awareness in different groups of stakeholders, be it a municipality or a single citizen. Reusability of the visualization widgets is an important requirement in order to maximise the impact of the project activities and to reach out effectively to target stakeholders. In order to address it, the CITI‐SENSE visualization widgets will be made renderable through different end‐user platforms, such as web portals and mobile applications. Besides that, to simplify the integration of the widgets by the developers, they will be made easily configurable and based on the state of the art technologies for the target platforms. In order to provide appropriate and rich visualizations, the visualization widgets will support various visual rendering forms, including maps, time series, different types of charts (such as gauge, line, pie, column, bar, area, etc.) as detailed in the next sections.
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Related to Usage and Requirements

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