Models and issues in data stream systems

Models and issues in data stream systems (2002)

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by Brian Babcock , Shivnath Babu , Mayur Datar , Rajeev Motwani , Jennifer Widom

Venue:	IN PODS
Citations:	782 - 19 self

BibTeX

@INPROCEEDINGS{Babcock02modelsand,
    author = {Brian Babcock and Shivnath Babu and Mayur Datar and Rajeev Motwani and Jennifer Widom},
    title = {Models and issues in data stream systems},
    booktitle = {IN PODS},
    year = {2002},
    pages = {1--16},
    publisher = {}
}

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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.

Keyphrases

data stream system new requirement algorithmic issue stream system time-varying data stream overview paper research issue query processing persistent relation stream query language new model current project past work relevant