000 | 04093nam a22006015i 4500 | ||
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001 | 978-3-030-43494-6 | ||
003 | DE-He213 | ||
005 | 20220801215604.0 | ||
007 | cr nn 008mamaa | ||
008 | 200625s2020 sz | s |||| 0|eng d | ||
020 |
_a9783030434946 _9978-3-030-43494-6 |
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024 | 7 |
_a10.1007/978-3-030-43494-6 _2doi |
|
050 | 4 | _aTK5105.5-5105.9 | |
072 | 7 |
_aUKN _2bicssc |
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_aCOM069000 _2bisacsh |
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_aUKN _2thema |
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_a004.6 _223 |
245 | 1 | 0 |
_aBig Data Analytics for Cyber-Physical Systems _h[electronic resource] / _cedited by Shiyan Hu, Bei Yu. |
250 | _a1st ed. 2020. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2020. |
|
300 |
_aXI, 270 p. 97 illus., 64 illus. in color. _bonline resource. |
||
336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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347 |
_atext file _bPDF _2rda |
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505 | 0 | _aCyber-Physical Systems: An Overview -- An Utility-Driven Data Transmission Optimization Strategy in Large Scale Cyber-Physical Systems -- Advanced Communications in Cyber Physical Systems -- A Framework for Speculative Job Scheduling on Mobile Cloud Resources -- Cyber-physical Autonomous Vehicular System (CAVS): A MAC Layer Perspective -- A CPS-enhanced Subway Operations Safety System Based on the Short-term Prediction of the Passenger Flow -- A CPS-Aware Crowd Evacuation Simulation -- Smart Building Sensor Drift Calibration -- Fault Tolerance-Aware Design Technique for Cyber-Physical Digital Micro -- Uncertainty Analysis and Optimization in Cyber-Physical Systems of Reservoir production -- The Optimization of Maritime Search and Rescue Simulation System Based on CPS -- A CPS-improved data estimation model for flash food early warning sensor network -- Index. | |
520 | _aThis book highlights research and survey articles dedicated to big data techniques for cyber-physical system (CPS), which addresses the close interactions and feedback controls between cyber components and physical components. The book first discusses some fundamental big data problems and solutions in large scale distributed CPSs. The book then addresses the design and control challenges in multiple CPS domains such as vehicular system, smart city, smart building, and digital microfluidic biochips. This book also presents the recent advances and trends in the maritime simulation system and the flood defence system. Helps readers understand the fundamentals of how big data analytics and optimization are involved in developing the cyber-physical systems; Presents readers with practical tools and design methodologies for implementing highly efficient big data based cyber-physical systems; Introduces recent advances and trends in leveraging big data techniques in a wide spectrum of domains of cyber-physical systems. | ||
650 | 0 |
_aComputer networks . _931572 |
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650 | 0 |
_aTelecommunication. _910437 |
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650 | 0 |
_aElectric power production. _927574 |
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650 | 0 |
_aControl engineering. _931970 |
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650 | 0 |
_aSystem theory. _93409 |
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650 | 0 |
_aControl theory. _93950 |
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650 | 1 | 4 |
_aComputer Communication Networks. _945273 |
650 | 2 | 4 |
_aCommunications Engineering, Networks. _931570 |
650 | 2 | 4 |
_aElectrical Power Engineering. _931821 |
650 | 2 | 4 |
_aMechanical Power Engineering. _932122 |
650 | 2 | 4 |
_aControl and Systems Theory. _931972 |
650 | 2 | 4 |
_aSystems Theory, Control . _931597 |
700 | 1 |
_aHu, Shiyan. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _945274 |
|
700 | 1 |
_aYu, Bei. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _945275 |
|
710 | 2 |
_aSpringerLink (Online service) _945276 |
|
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783030434939 |
776 | 0 | 8 |
_iPrinted edition: _z9783030434953 |
776 | 0 | 8 |
_iPrinted edition: _z9783030434960 |
856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-030-43494-6 |
912 | _aZDB-2-ENG | ||
912 | _aZDB-2-SXE | ||
942 | _cEBK | ||
999 |
_c77652 _d77652 |