| 000 | 02293nam a2200289 a 4500 | ||
|---|---|---|---|
| 999 |
_c30344 _d30344 |
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| 001 | 65340 | ||
| 020 | _a9783540286073 | ||
| 082 | _a006.7876 DA TA | ||
| 245 | 1 | 0 |
_aData stream management : _bprocessing high-speed data streams / _cEdited by Minos Garofalakis, Johannes Gehrke, Rajeev Rastogi |
| 260 |
_aHeidelberg : _bSpringer, _cc2016. |
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| 300 |
_avii, 537 p. : _bill. ; _c25 cm. |
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| 490 | _aData-centric systems and applications | ||
| 505 | 0 | _aPart I: Introduction -- Part II: Computation of Basic Stream Synopses -- Part III: Mining Data Streams -- Part IV: Advanced Topics -- Part V: Systems and Architectures -- Part VI: Applications. . | |
| 520 | _aWe live in the era of ℓ́ℓBig Dataℓ́ℓ: Petabytes of digital information are generated daily, and need to be processed and analyzed for interesting patterns and trends. Besides volume, a defining characteristic of Big Data is its velocity; that is, data is instantiated in the form of continuous, high-speed data streams that arrive at rapid rates, and need to be processed and analyzed on a continuous (24x7) basis. Such data streams pose very difficult challenges for conventional data-management architectures, which are built primarily on the concept of persistent, static data collections. This volume focuses on the theory and practice of data stream management, and the novel challenges this emerging domain poses for data-management algorithms, systems, and applications. The collection of chapters, contributed by authorities in the field, offers a comprehensive introduction to both the algorithmic/theoretical foundations of data streams, as well as the streaming systems and applications built in different domains. | ||
| 650 | 7 |
_aStreaming technology (Telecommunications) _9897 |
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| 650 | 7 |
_aComputer Science _9898 |
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| 650 | 7 |
_aDatabase Management _9580 |
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| 650 | 7 |
_aData Mining and Knowledge Discovery _9899 |
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| 650 | 7 |
_aBig Data /Analytics _9900 |
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| 650 | 7 |
_aData Structures _9901 |
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| 650 | 7 |
_aInformation Storage and Retrieval _9902 |
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| 700 |
_aGarofalakis, Minos, _eEdited by _9903 |
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| 700 |
_aGehrke, Johannes, _eEdited by _9904 |
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| 700 |
_aRastogi, Rajeev, _eEdited by _9905 |
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| 856 |
_uhttps://uowd.box.com/s/wua39222hn4dlnwq4gmkwimjlfpu6j0g _zLocation Map |
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| 942 |
_cREGULAR _2ddc |
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