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_a9783319204482 _9978-3-319-20448-2 |
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_a10.1007/978-3-319-20448-2 _2doi |
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_aSpringer _cSpringer _dRU-ToGU |
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_aCOM021000 _2bisacsh |
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_a005.74 _223 |
| 100 | 1 |
_aWang, Dan. _eauthor. _9467443 |
|
| 245 | 1 | 0 |
_aSublinear Algorithms for Big Data Applications _helectronic resource _cby Dan Wang, Zhu Han. |
| 260 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2015. |
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| 300 |
_aXI, 85 p. 30 illus., 20 illus. in color. _bonline resource. |
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| 336 |
_atext _btxt _2rdacontent |
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_acomputer _bc _2rdamedia |
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_aonline resource _bcr _2rdacarrier |
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| 490 | 1 |
_aSpringerBriefs in Computer Science, _x2191-5768 |
|
| 505 | 0 | _aIntroduction -- Basics for Sublinear Algorithms -- Applications for Wireless Sensor Networks -- Applications for Big Data Processing -- Applications for a Smart Grid -- Concluding Remarks. | |
| 520 | _aThe brief focuses on applying sublinear algorithms to manage critical big data challenges. The text offers an essential introduction to sublinear algorithms, explaining why they are vital to large scale data systems. It also demonstrates how to apply sublinear algorithms to three familiar big data applications: wireless sensor networks, big data processing in Map Reduce and smart grids. These applications present common experiences, bridging the theoretical advances of sublinear algorithms and the application domain. Sublinear Algorithms for Big Data Applications is suitable for researchers, engineers and graduate students in the computer science, communications and signal processing communities. | ||
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_aComputer Science. _9155490 |
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_aComputer communication systems. _9460401 |
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_aDatabase management. _9566224 |
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_aelectrical engineering. _9312089 |
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_aComputer Science. _9155490 |
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_aDatabase Management. _9566226 |
| 650 | 2 | 4 |
_aComputer Communication Networks. _9566243 |
| 650 | 2 | 4 |
_aCommunications Engineering, Networks. _9566275 |
| 700 | 1 |
_aHan, Zhu. _eauthor. _9445898 |
|
| 710 | 2 |
_aSpringerLink (Online service) _9143950 |
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| 773 | 0 | _tSpringer eBooks | |
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_aSpringerBriefs in Computer Science, _9412137 |
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| 856 | 4 | 0 | _uhttp://dx.doi.org/10.1007/978-3-319-20448-2 |
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| 999 | _c415163 | ||