Babcock, Brian and Babu, Shivnath and Datar, Mayur and Motwani, Rajeev and Widom, Jennifer (2002) Models and Issues in Data Stream Systems. Technical Report. Stanford InfoLab. (Publication Note: 21st ACM Symposium on Principles of Database Systems (PODS 2002))
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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.
| Item Type: | Techreport (Technical Report) | |
|---|---|---|
| Uncontrolled Keywords: | Data Streams | |
| Subjects: | Computer Science > Data Streams Miscellaneous | |
| Projects: | STREAM | |
| Related URLs: | Project Homepage | http://infolab.stanford.edu/stream/ |
| ID Code: | 535 | |
| Deposited By: | Import Account | |
| Deposited On: | 08 Mar 2002 16:00 | |
| Last Modified: | 25 Dec 2008 08:33 |
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