Republishers in a Publish/Subscribe Architecture for Data Streams

نویسندگان

  • Alasdair J. G. Gray
  • Werner Nutt
چکیده

In data stream applications, streams typically arise from a geographically distributed collection of producers and may be queried by consumers, which may be distributed as well. In such a setting, a query can be seen as a subscription asking to be informed of all tuples that satisfy a specific condition. We propose to support the publishing and querying of distributed data streams by a publish/subscribe architecture. To enable such a system to scale to a large number of producers and consumers requires the introduction of republishers which collect together data streams and make the merged stream available. If republishers consume from other republishers, a hierarchy of republishers results. We present a formalism that allows distributed data streams, published by independent stream producers, to be integrated as views on a mediated schema. We then use this formalism to develop query planning techniques for the republishers, and methods to adapt plans when the set of available data streams changes.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A Data Stream Publish/Subscribe Architecture with Self-adapting Queries

In data stream applications, streams typically arise from a geographically distributed collection of producers and may be queried by consumers, which may be distributed as well. In such a setting, a query can be seen as a subscription asking to be informed of all tuples that satisfy a specific condition. We propose to support the publishing and querying of distributed data streams by a publish/...

متن کامل

PIPES: A Multi-Threaded Publish-Subscribe Architecture for Continuous Queries over Streaming Data Sources

In contrast to traditional query processing based on persistent data, new application scenarios arise that heavily rely on the continuous evaluation of data streams. These streams often emerge from autonomous data sources. In this paper, we present the novel publish-subscribe architecture PIPES (Public Infrastructure for Processing and Exploring Streams), which easily allows the composition of ...

متن کامل

Building a Sensor Grid for Real Time Global Positioning System Data

We describe the architecture of our streaming sensor grid system. Using a topic-based publish/subscribe methodology, we are able to build a scalable system for managing real-time data streams produced by the California Real Time GPS Network. The architecture is based on atomic, extensible elements called filters that receive, modify, and republish 1 Hz GPS data streams in our deployment. Our fi...

متن کامل

Top-k/w publish/subscribe: A publish/subscribe model for continuous top-k processing over data streams

Continuous processing of top-k queries over data streams is a promising technique for alleviating the information overload problem as it distinguishes relevant from irrelevant data stream objects with respect to a given scoring function over time. Thus it enables filtering of irrelevant data objects and delivery of top-k objects relevant to user interests in real-time. We propose a solution for...

متن کامل

XML Publish/Subscribe

DEFINITION As stated in the entry “Publish/Subscribe over Streams”, publish/subscribe (pub/sub) is a many-to-many communication model that directs the flow of messages from senders to receivers based on receivers’ data interests. In this model, publishers (i.e., senders) generate messages without knowing their receivers; subscribers (who are potential receivers) express their data interests, an...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2005