TY  - BOOK
AU  - Song,Wei
AU  - Lee,Kisung
AU  - Yan,Zhisheng
AU  - Zhang,Liang-Jie
AU  - Chen,Huan
ED  - ICIOT (Conference)
ED  - Services Conference Federation.
TI  - 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 
T2  - Lecture notes in computer science
SN  - 9783030596156
AV  - QA76.5915 
U1  - 004.67/8 23
PY  - 2020///
CY  - Cham, Switzerland
PB  - Springer
KW  - Internet of things
KW  - Congresses
KW  - Internet des objets
KW  - Congrès
KW  - Network hardware
KW  - bicssc
KW  - Information technology: general issues
KW  - Software Engineering
KW  - Machine learning
KW  - Artificial intelligence
KW  - Computer networking & communications
KW  - Computers
KW  - Hardware
KW  - Network Hardware
KW  - bisacsh
KW  - Data Processing
KW  - Software Development & Engineering
KW  - General
KW  - Intelligence (AI) & Semantics
KW  - Networking
KW  - fast
KW  - Congress
KW  - proceedings (reports)
KW  - aat
KW  - Conference papers and proceedings
KW  - lcgft
KW  - Actes de congrès
KW  - rvmgf
N1  - 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; 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
N2  - 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
UR  - https://link.springer.com/10.1007/978-3-030-59615-6
ER  -