000 04093nam a22006015i 4500
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
024 7 _a10.1007/978-3-030-43494-6
_2doi
050 4 _aTK5105.5-5105.9
072 7 _aUKN
_2bicssc
072 7 _aCOM069000
_2bisacsh
072 7 _aUKN
_2thema
082 0 4 _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
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
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
650 0 _aTelecommunication.
_910437
650 0 _aElectric power production.
_927574
650 0 _aControl engineering.
_931970
650 0 _aSystem theory.
_93409
650 0 _aControl theory.
_93950
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