Title Internet of things -- ICIOT 2020 : 5th International Conference, held as part of the Services Conference Federation, SCF 2020, Honolulu, HI, USA, September 18-20, 2020, Proceedings / Wei Song, Kisung Lee, Zhisheng Yan, Liang-Jie Zhang, Huan Chen (eds.)

Published Cham, Switzerland : Springer, 2020

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Description 1 online resource Series Lecture notes in computer science ; 12405 LNCS sublibrary, SL 3, Information systems and applications, incl. internet/web, and HCI Lecture notes in computer science ; 12405. LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI. Contents Intro -- Preface -- Organization -- Conference Sponsor -- Services Society -- About the Services Conference Federation (SCF) -- Contents -- Image Privacy Protection by Particle Swarm Optimization Based Pivot Pixel Modification -- 1 Introduction -- 2 Related Works -- 3 System Model -- 3.1 Model Architecture -- 3.2 Problem Description -- 3.3 Model Components -- 4 Experiments -- 5 Conclusion -- References -- On Burial Depth of Underground Antenna in Soil Horizons for Decision Agriculture -- 1 Introduction -- 2 Related Work -- 3 Soil Characteristics -- 4 Relative Permittivity of Soil 4.1 The Impact of Soil on the Return Loss of an Antenna -- 4.2 The Impact of Soil on Bandwidth -- 4.3 The Impact of Soil on Path Loss -- 4.4 Channel Capacity of Wireless Underground Communications -- 5 Numerical Analysis -- 5.1 Same Soil Moisture Scenario -- 5.2 Water Infiltration Scenario -- 5.3 Water Retention Scenario -- 6 Conclusions -- References -- Deriving Interpretable Rules for IoT Discovery Through Attention -- 1 Introduction -- 2 Background: Attention-Based Model -- 3 Alexandr Algorithm -- 3.1 What Is the Central Idea? -- 3.2 How Are the Rules Extracted? -- 4 Evaluation -- 4.1 Dataset 4.2 Methodology -- 4.3 Results -- 5 Conclusion and Future Work -- References -- Combining Individual and Joint Networking Behavior for Intelligent IoT Analytics -- 1 Introduction -- 2 Dataset and the Exploratory Data Analysis -- 3 Demand Forecasting -- 3.1 Modeling Approach -- 3.2 Individual Model per Company -- 3.3 One Model for All Companies -- Without Normalization -- 3.4 One Model for All Companies -- with Normalization -- 4 Introducing Uncertainty to Forecasting Models -- 4.1 Prediction Interval Coverage Probability (PICP) -- 4.2 Evaluating Forecast with Uncertainty 5 Device Monitoring and Diagnostics -- 5.1 Cluster Devices Based on Their Traffic Patterns and Identify Anomalous Devices -- 6 Related Work -- 7 Conclusion -- References -- RelIoT: Reliability Simulator for IoT Networks -- 1 Introduction -- 2 Related Work -- 3 Reliability Framework for RelIoT -- 3.1 ns-3 Preliminary -- 3.2 Overview of the Proposed Framework -- 3.3 Integration with ns-3 -- 4 Modules and Device Behavior Modeling -- 4.1 Power Module -- 4.2 Performance Module -- 4.3 Temperature Module -- 4.4 Reliability Module -- 5 Experiments and Results -- 5.1 Validation and Evaluation 5.2 Reliability-Aware Management -- 6 Conclusion -- References -- NACK-Based Reliable Multicast Communication for Internet of Things Firmware Update -- 1 Introduction -- 2 Related Works -- 2.1 Related Standard Protocols -- 2.2 Firmware Update for IoT -- 3 Negative Type Option for CoAP -- 4 Protocol Description and Packet Loss Scenarios -- 4.1 Scenario A: The First Packet Is Lost -- 4.2 Scenario B: A Middle Packet Is Lost -- 4.3 Scenario C: The Last Packet Is Lost -- 5 Evaluations -- 5.1 Calculation of Total Number of Packets -- 5.2 Experimental Results -- 6 Conclusion -- References Summary This book constitutes the proceedings of the International Conference on Internet of Things, ICIOT 2020, held virtually as part of SCF 2020, in Honolulu, HI, USA, in September 2020. The 8 full and 4 short papers presented in this volume were carefully reviewed and selected from 20 submissions. The conference Internet of Things (ICIOT 2020) covers state-of-the-art technologies and best practices of Internet of Things, as well as emerging standards and research topics which would define the future of Internet of Things Notes International conference proceedings "This volume presents the accepted papers for the International Conference on Internet of Things (ICIOT 2020), held virtually during September 18-20, 2020"--Preface Includes author index Online resource; title from PDF title page (SpringerLink, viewed November 5, 2020) Subject Internet of things -- Congresses Network hardware. Information technology: general issues. Software Engineering. Machine learning. Artificial intelligence. Computer networking & communications. Computers -- Hardware -- Network Hardware. Computers -- Data Processing. Computers -- Software Development & Engineering -- General. Computers -- Intelligence (AI) & Semantics. Computers -- Networking -- General. Internet of things Genre/Form proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Form Electronic book Author Song, Wei Lee, Kisung Yan, Zhisheng Zhang, Liang-Jie Chen, Huan Services Conference Federation. Conference (2020 : Online) ISBN 9783030596156 303059615X

Other Titles ICIOT 2020

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