Models and issues in data stream systems
Published 1 January 2002
Brian Babcock, Shivnath Babu, Mayur Datar, Rajeev Motwani, Jennifer Widom
Citations746
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Abstract
In this overview paper we motivate the need for and research issues arising from a new model of data processing. In this model, data does not take the form of persistent relations, but rather arrives in multiple, continuous, rapid, time-varying data streams. In addition to reviewing past work relevant to data stream systems and current projects in the area, the paper explores topics in stream query languages, new requirements and challenges in query processing, and algorithmic issues.
Keywords
Computer Science