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 /: 5th International Conference, held as part of the Services Conference Federation, SCF 2020, Honolulu, HI, USA, September 18-20, 2020, Proceedings. (2020)

• Record Type: Book
• Other Titles: ICIOT 2020
• Further Information: Note: Wei Song, Kisung Lee, Zhisheng Yan, Liang-Jie Zhang, Huan Chen (eds.).
• Other Names: Song, Wei; Lee, Kisung; Yan, Zhisheng; Zhang, Liang-Jie; Chen, Huan; Services Conference Federation., Conference, (2020) (Online); ICIOT (Conference), 5th
• 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
• Publisher Details: Cham : Springer
• Publication Date: 2020
• Copyright Date: 2020
• Extent: 1 online resource (161 pages)
• Subjects: 004.67/8; 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; Electronic books; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9783030596156
• Related ISBNs: 9783030596149
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.