{"product_id":"resource-management-for-ondemand-missioncritical-internet-of-things-applications-9781119716099","title":"Resource Management for OnDemand MissionCritical","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cb\u003eRESOURCE MANAGEMENT FOR ON-DEMAND MISSION-CRITICAL INTERNET OF THINGS APPLICATIONS\u003c\/b\u003e \u003cp\u003e\u003cb\u003eDiscover an insightful and up-to-date treatment of resource management in Internet of Things technology\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003eIn \u003ci\u003eResource Management for On-Demand Mission-Critical Internet of Things Applications\u003c\/i\u003e, an expert team of engineers delivers an insightful analytical perspective on modeling and decision support for mission-critical Internet of Things applications. The authors dissect the complex IoT ecosystem and provide a cross-layer perspective on the design and operation of IoT, especially in the context of smart and connected communities. \u003c\/p\u003e\u003cp\u003e The book offers an economic perspective on resource management in IoT systems with a particular emphasis on three main areas: spectrum management via reservation, allocation of cloud\/fog resources to IoT applications, and resource provisioning to smart city service requests. It leverages theories from dynamic mechanism design, optimal control theory,\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003ePreface \u003c\/b\u003e\u003ci\u003exiii\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003eAcknowledgments \u003c\/b\u003e\u003ci\u003exvii\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003eAcronyms \u003c\/b\u003e\u003ci\u003exix\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart I Introduction \u003c\/b\u003e\u003ci\u003e1\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e1 Internet of Things-Enabled Systems and Infrastructure \u003c\/b\u003e\u003ci\u003e3\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e1.1 Cyber–Physical Realm of IoT \u003ci\u003e3\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e1.2 IoT in Mission-Critical Applications \u003ci\u003e4\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e1.3 Overview of the Book \u003ci\u003e4\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e1.3.1 Main Topics \u003ci\u003e5\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e1.3.1.1 Dynamic Reservation ofWireless Spectrum Resources \u003ci\u003e5\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e1.3.1.2 Dynamic Cross-Layer Connectivity Using Aerial Networks \u003ci\u003e5\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e1.3.1.3 Dynamic Processes Over Multiplex Spatial Networks and\u003c\/p\u003e \u003cp\u003eReconfigurable Design \u003ci\u003e6\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e1.3.1.4 Sequential Resource Allocation Under Spatio-Temporal\u003c\/p\u003e \u003cp\u003eUncertainties \u003ci\u003e7\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e1.3.2 Notations \u003ci\u003e8\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e2 Resource Management in IoT-Enabled Interdependent\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003eInfrastructure \u003c\/b\u003e\u003ci\u003e9\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e2.1 System Complexity and Scale \u003ci\u003e9\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e2.2 Network Geometry and Dynamics \u003ci\u003e10\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e2.3 On-Demand MC-IoT Services and Decision Avenues \u003ci\u003e11\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e2.4 Performance Metrics \u003ci\u003e12\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e2.5 Overview of Scientific Methodologies \u003ci\u003e12\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eTrim Size: 6in x 9in Single Column Farooq716099 ftoc.tex V1 - 06\/02\/2021 12:07pm Page viii\u003c\/p\u003e \u003cp\u003e_\u003c\/p\u003e \u003cp\u003e_ _\u003c\/p\u003e \u003cp\u003e_\u003c\/p\u003e \u003cp\u003e\u003cb\u003eviii \u003c\/b\u003e\u003ci\u003eContents\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart II Design Challenges in MC-IoT \u003c\/b\u003e\u003ci\u003e15\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e3 Wireless Connectivity Challenges \u003c\/b\u003e\u003ci\u003e17\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e3.1 Spectrum Scarcity and Reservation Based Access \u003ci\u003e17\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e3.2 Connectivity in Remote Environments \u003ci\u003e19\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e3.3 IoT Networks in Adversarial Environments \u003ci\u003e22\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e4 Resource and Service Provisioning Challenges \u003c\/b\u003e\u003ci\u003e25\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e4.1 Efficient Allocation of Cloud Computing Resources \u003ci\u003e25\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e4.2 Dynamic Pricing in the Cloud \u003ci\u003e27\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e4.3 Spatio-Temporal Urban Service Provisioning \u003ci\u003e31\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart III Wireless Connectivity Mechanisms for MC-IoT \u003c\/b\u003e\u003ci\u003e35\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e5 Reservation-Based Spectrum Access Contracts \u003c\/b\u003e\u003ci\u003e37\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e5.1 Reservation of Time–Frequency Blocks in the Spectrum \u003ci\u003e37\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e5.1.1 Network Model \u003ci\u003e38\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e5.1.2 Utility of Spectrum Reservation \u003ci\u003e39\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e5.2 Dynamic Contract Formulation \u003ci\u003e39\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e5.2.1 Objective of Network Operator \u003ci\u003e40\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e5.2.2 Spectrum Reservation Contract \u003ci\u003e40\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e5.2.2.1 Operator Profitability \u003ci\u003e40\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e5.2.2.2 IC and IR Constraints \u003ci\u003e41\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e5.2.3 Optimal Contracting Problem \u003ci\u003e41\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e5.2.4 Solution to the Optimization Problem \u003ci\u003e42\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e5.3 Mission-Oriented Pricing and Refund Policies \u003ci\u003e44\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e5.4 Summary and Conclusion \u003ci\u003e47\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e6 Resilient Connectivity of IoT Using Aerial Networks \u003c\/b\u003e\u003ci\u003e49\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e6.1 Connectivity in the Absence of Backhaul Networks \u003ci\u003e49\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e6.2 Aerial Base Station Modeling \u003ci\u003e50\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e6.3 Dynamic Coverage and ConnectivityMechanism \u003ci\u003e52\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e6.3.1 MAP–MSD Matching \u003ci\u003e53\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e6.3.2 MAP Dynamics and Objective \u003ci\u003e54\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e6.3.3 Controller Design \u003ci\u003e55\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e6.3.3.1 Attractive and Repulsive Function \u003ci\u003e55\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e6.3.3.2 Velocity Consensus Function \u003ci\u003e56\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e6.3.4 Individual Goal Function \u003ci\u003e56\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e6.3.5 Cluster Centers \u003ci\u003e57\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e6.4 Performance Evaluation and Simulation Results \u003ci\u003e58\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e6.4.1 Results and Discussion \u003ci\u003e59\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e6.4.1.1 Simulation Parameters \u003ci\u003e59\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eTrim Size: 6in x 9in Single Column Farooq716099 ftoc.tex V1 - 06\/02\/2021 12:07pm Page ix\u003c\/p\u003e \u003cp\u003e_\u003c\/p\u003e \u003cp\u003e_ _\u003c\/p\u003e \u003cp\u003e_\u003c\/p\u003e \u003cp\u003e\u003ci\u003eContents \u003c\/i\u003e\u003cb\u003eix\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e6.4.1.2 Resilience \u003ci\u003e61\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e6.4.1.3 Comparison \u003ci\u003e64\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e6.5 Summary and Conclusion \u003ci\u003e68\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart IV Secure Network DesignMechanisms \u003c\/b\u003e\u003ci\u003e69\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e7 Wireless IoT Network Design in Adversarial\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003eEnvironments \u003c\/b\u003e\u003ci\u003e71\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e7.1 Adversarial Network Scenarios \u003ci\u003e71\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e7.2 Modeling Device Capabilities and Network Heterogeneity \u003ci\u003e71\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e7.2.1 Network Geometry \u003ci\u003e72\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e7.2.2 Network Connectivity \u003ci\u003e73\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e7.2.2.1 Intra-layer Connectivity \u003ci\u003e73\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e7.2.2.2 Network-wide Connectivity \u003ci\u003e74\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e7.3 Information Dissemination Under Attacks \u003ci\u003e76\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e7.3.1 Information Dynamics \u003ci\u003e77\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e7.3.1.1 Single Message Propagation \u003ci\u003e78\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e7.3.1.2 MultipleMessage Propagation \u003ci\u003e79\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e7.3.2 Steady State Analysis \u003ci\u003e80\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e7.4 Mission-Specific Network Optimization \u003ci\u003e81\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e7.4.1 Equilibrium Solution \u003ci\u003e81\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e7.4.2 Secure and Reconfigurable Network Design \u003ci\u003e87\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e7.5 Simulation Results and Validation \u003ci\u003e91\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e7.5.1 Mission Scenarios \u003ci\u003e92\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e7.5.1.1 Intelligence \u003ci\u003e92\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e7.5.1.2 Encounter Battle \u003ci\u003e93\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e7.6 Summary and Conclusion \u003ci\u003e96\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e8 Network DefenseMechanisms Against Malware\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003eInfiltration \u003c\/b\u003e\u003ci\u003e97\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e8.1 Malware Infiltration and Botnets \u003ci\u003e97\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e8.1.1 Network Model \u003ci\u003e97\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e8.1.2 Threat Model \u003ci\u003e99\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e8.2 PropagationModeling and Analysis \u003ci\u003e101\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e8.2.1 Modeling of Malware and Information Evolution \u003ci\u003e101\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e8.2.2 State Space Representation and Dynamics \u003ci\u003e102\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e8.2.3 Analysis of Equilibrium State \u003ci\u003e104\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e8.3 Patching Mechanism for Network Defense \u003ci\u003e109\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e8.3.1 Simulation Results \u003ci\u003e115\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e8.3.2 Simulation and Validation \u003ci\u003e120\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e8.4 Summary and Conclusion \u003ci\u003e124\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eTrim Size: 6in x 9in Single Column Farooq716099 ftoc.tex V1 - 06\/02\/2021 12:07pm Page x\u003c\/p\u003e \u003cp\u003e_\u003c\/p\u003e \u003cp\u003e_ _\u003c\/p\u003e \u003cp\u003e_\u003c\/p\u003e \u003cp\u003e\u003cb\u003ex \u003c\/b\u003e\u003ci\u003eContents\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart V Resource ProvisioningMechanisms \u003c\/b\u003e\u003ci\u003e125\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e9 Revenue Maximizing Cloud Resource Allocation \u003c\/b\u003e\u003ci\u003e127\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e9.1 Cloud Service Provider Resource Allocation Problem \u003ci\u003e127\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e9.2 Allocation and Pricing Rule \u003ci\u003e128\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e9.3 Dynamic Revenue Maximization \u003ci\u003e129\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e9.3.1 Adaptive and Resilient Allocation and Pricing Policy \u003ci\u003e134\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e9.4 Numerical Results and Discussions \u003ci\u003e135\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e9.5 Summary and Conclusion \u003ci\u003e139\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e10 Dynamic Pricing of Fog-Enabled MC-IoT Applications \u003c\/b\u003e\u003ci\u003e141\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e10.1 Edge Computing and Delay Modeling \u003ci\u003e142\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e10.2 Allocation Efficiency and Quality of Experience \u003ci\u003e143\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e10.2.1 Allocation Policy \u003ci\u003e144\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e10.2.2 Pricing Policy \u003ci\u003e145\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e10.3 Optimal Allocation and Pricing Rules \u003ci\u003e146\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e10.3.1 Single VMI Case \u003ci\u003e146\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e10.3.2 Multiple VMI Case \u003ci\u003e149\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e10.3.3 Expected Revenue \u003ci\u003e155\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e10.3.4 Implementation of Dynamic VMI Allocation and\u003c\/p\u003e \u003cp\u003ePricing \u003ci\u003e156\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e10.4 Numerical Experiments and Discussion \u003ci\u003e158\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e10.4.1 Experiment Setup \u003ci\u003e158\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e10.4.2 Simulation Results \u003ci\u003e158\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e10.4.3 Comparison with Other Approaches \u003ci\u003e160\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e10.5 Summary and Conclusion \u003ci\u003e164\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e11 Resource Provisioning to Spatio-Temporal Urban\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003eServices \u003c\/b\u003e\u003ci\u003e165\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e11.1 Spatio-TemporalModeling of Urban Service Requests \u003ci\u003e165\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e11.1.1 Characterization of Service Requests \u003ci\u003e166\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e11.1.2 Utility of Resource Allocation \u003ci\u003e167\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e11.1.3 Problem Definition \u003ci\u003e169\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e11.2 Optimal Dynamic Allocation Mechanism \u003ci\u003e169\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e11.2.1 Dynamic Programming Solution \u003ci\u003e170\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e11.2.2 Computation and Implementation \u003ci\u003e172\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e11.3 Numerical Results and Discussion \u003ci\u003e174\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e11.3.1 Special Cases \u003ci\u003e174\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e11.3.1.1 Power Law Utility \u003ci\u003e174\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e11.3.1.2 Exponential Utility \u003ci\u003e176\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e11.3.2 Performance Evaluation and Comparison \u003ci\u003e178\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e11.4 Summary and Conclusions \u003ci\u003e180\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eTrim Size: 6in x 9in Single Column Farooq716099 ftoc.tex V1 - 06\/02\/2021 12:07pm Page xi\u003c\/p\u003e \u003cp\u003e_\u003c\/p\u003e \u003cp\u003e_ _\u003c\/p\u003e \u003cp\u003e_\u003c\/p\u003e \u003cp\u003e\u003ci\u003eContents \u003c\/i\u003e\u003cb\u003exi\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart VI Conclusion \u003c\/b\u003e\u003ci\u003e183\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e12 Challenges and Opportunities in the IoT Space \u003c\/b\u003e\u003ci\u003e185\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e12.1 Broader Insights and Future Directions \u003ci\u003e185\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e12.1.1 Distributed Cross-Layer Intelligence for Mission-Critical IoT\u003c\/p\u003e \u003cp\u003eServices \u003ci\u003e185\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e12.1.1.1 Secure and Resilient Networking for Massive IoT Networks \u003ci\u003e185\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e12.1.1.2 Autonomic Networked CPS: From Military to Civilian\u003c\/p\u003e \u003cp\u003eApplications \u003ci\u003e186\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e12.1.1.3 Strategic Resource Provisioning for Mission-Critical IoT\u003c\/p\u003e \u003cp\u003eServices \u003ci\u003e187\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e12.2 Future Research Directions \u003ci\u003e187\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e12.2.1 Distributed Learning and Data Fusion for Security and Resilience in\u003c\/p\u003e \u003cp\u003eIoT-Driven Urban Applications \u003ci\u003e188\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e12.2.1.1 Data-Driven Learning and Decision-Making for Smart City Service\u003c\/p\u003e \u003cp\u003eProvisioning \u003ci\u003e188\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e12.2.1.2 Market Design for On-Demand and Managed IoT-Enabled Urban\u003c\/p\u003e \u003cp\u003eServices \u003ci\u003e189\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e12.2.1.3 Proactive Resiliency Planning and Learning for Disaster\u003c\/p\u003e \u003cp\u003eManagement in Cities \u003ci\u003e190\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e12.2.2 Supply Chain Security and Resilience of IoT \u003ci\u003e190\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e12.3 Concluding Remarks \u003ci\u003e191\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003eBibliography \u003c\/b\u003e\u003ci\u003e193\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003eIndex \u003c\/b\u003e\u003ci\u003e207\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e_\u003c\/p\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Title","offer_id":49407129649495,"sku":"9781119716099","price":97.85,"currency_code":"GBP","in_stock":false}],"url":"https:\/\/bookcurl.com\/products\/resource-management-for-ondemand-missioncritical-internet-of-things-applications-9781119716099","provider":"Book Curl","version":"1.0","type":"link"}