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Data Streams and Data Stream Management Systems and Languages

机译:数据流和数据流管理系统和语言

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摘要

The massive usage of Data Streams dates back to the artificial satellites information processing systems and to their commercial applications exploitation in the early seventies, such as Telecommunications switching, Land Monitoring, Meteorological surveillance, etc.. Today they are extensively used also in monitoring systems applications based on wired and wireless sensor networks, in social networks and in the Internet of Things.\udThe main functional goals of Data Stream Management Systems (DSMSs) are: results must be pushed to the output promptly and eagerly, while input tuples continue to arrive; because of the unbounded and massive nature of the data streams, all past tuples cannot be memorized for future uses. Only synopses can be kept in memory and the rest must be discarded.\udA key research issue for DSMSs is deciding which data model and query language should be used. A wide spectrum of different solutions have in fact been proposed, including operator-based graphical interfaces, programming language extensions, and an assortment of other solutions provided in publish/subscribe systems.\udIn this chapter, the main features and architectural issues will be examined for DSMSs as an introduction to the following chapters, which detail their usage in different application areas.
机译:数据流的大量使用可以追溯到人造卫星信息处理系统及其在70年代初期的商业应用开发,例如电信交换,土地监测,气象监视等。如今,它们也被广泛用于监测系统应用中。 \ ud数据流管理系统(DSMS)的主要功能目标是:在输入元组继续到达的同时,结果必须迅速而热切地推送到输出中;由于数据流的无限和庞大性质,所有过去的元组都无法存储以备将来使用。只有概要可以保存在内存中,其余的必须丢弃。\ udDSMS的关键研究问题是确定应使用哪种数据模型和查询语言。实际上,已经提出了各种各样的解决方案,包括基于操作员的图形界面,编程语言扩展以及发布/订阅系统中提供的各种其他解决方案。\ ud在本章中,将研究主要功能和体系结构问题DSMS作为以下各章的介绍,详细介绍了它们在不同应用领域中的用法。

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