| 000 | 02995nam a22005295i 4500 | ||
|---|---|---|---|
| 001 | 978-3-030-04603-3 | ||
| 003 | DE-He213 | ||
| 005 | 20240423125150.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 190101s2019 sz | s |||| 0|eng d | ||
| 020 |
_a9783030046033 _9978-3-030-04603-3 |
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| 024 | 7 |
_a10.1007/978-3-030-04603-3 _2doi |
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| 050 | 4 | _aQA76.9.D3 | |
| 072 | 7 |
_aUN _2bicssc |
|
| 072 | 7 |
_aCOM021000 _2bisacsh |
|
| 072 | 7 |
_aUN _2thema |
|
| 082 | 0 | 4 |
_a005.74 _223 |
| 100 | 1 |
_aWiktorski, Tomasz. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
| 245 | 1 | 0 |
_aData-intensive Systems _h[electronic resource] : _bPrinciples and Fundamentals using Hadoop and Spark / _cby Tomasz Wiktorski. |
| 250 | _a1st ed. 2019. | ||
| 264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2019. |
|
| 300 |
_aXII, 97 p. 27 illus., 1 illus. in color. _bonline resource. |
||
| 336 |
_atext _btxt _2rdacontent |
||
| 337 |
_acomputer _bc _2rdamedia |
||
| 338 |
_aonline resource _bcr _2rdacarrier |
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| 347 |
_atext file _bPDF _2rda |
||
| 490 | 1 |
_aSpringerBriefs in Advanced Information and Knowledge Processing, _x2524-5201 |
|
| 505 | 0 | _aIntroduction -- Hadoop 101 and reference scenario -- Functional abstraction -- Introduction to MapReduce -- Hadoop Architecture -- MapReduce algorithms and patterns -- NOSQL Databases -- Spark. | |
| 520 | _aData-intensive systems are a technological building block supporting Big Data and Data Science applications.This book familiarizes readers with core concepts that they should be aware of before continuing with independent work and the more advanced technical reference literature that dominates the current landscape. The material in the book is structured following a problem-based approach. This means that the content in the chapters is focused on developing solutions to simplified, but still realistic problems using data-intensive technologies and approaches. The reader follows one reference scenario through the whole book, that uses an open Apache dataset. The origins of this volume are in lectures from a master’s course in Data-intensive Systems, given at the University of Stavanger. Some chapters were also a base for guest lectures at Purdue University and Lodz University of Technology. | ||
| 650 | 0 | _aDatabase management. | |
| 650 | 0 | _aBig data. | |
| 650 | 0 | _aQuantitative research. | |
| 650 | 1 | 4 | _aDatabase Management. |
| 650 | 2 | 4 | _aBig Data. |
| 650 | 2 | 4 | _aData Analysis and Big Data. |
| 710 | 2 | _aSpringerLink (Online service) | |
| 773 | 0 | _tSpringer Nature eBook | |
| 776 | 0 | 8 |
_iPrinted edition: _z9783030046026 |
| 776 | 0 | 8 |
_iPrinted edition: _z9783030046040 |
| 830 | 0 |
_aSpringerBriefs in Advanced Information and Knowledge Processing, _x2524-5201 |
|
| 856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-030-04603-3 |
| 912 | _aZDB-2-SCS | ||
| 912 | _aZDB-2-SXCS | ||
| 942 | _cSPRINGER | ||
| 999 |
_c174971 _d174971 |
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