Table of Contents

• Message from the IEEE SmartData 2021 General Chairs: iThings-GreenCom-CPSCom-SmartData-Cybermatics 2021Jiuyong Li, Aniello Castiglione. [doi]
• Message from the iThings 2021 Program Chairs: iThings-GreenCom-CPSCom-SmartData-Cybermatics 2021Prem Prakash Jayaraman, Karan Mitra, Haipeng Dai. [doi]
• Message from the iThings 2021 General Chairs: iThings-GreenCom-CPSCom-SmartData-Cybermatics 2021Dimitrios Georgakopoulos, Schahram Dustdar, Tao Gu. [doi]
• Message from the CPSCom 2021 Program Chairs: iThings-GreenCom-CPSCom-SmartData-Cybermatics 2021James Xi Zheng, Tom H. Luan, Xiao Liu 0004. [doi]
• Message from the GreenCom 2021 General Chairs and Program Chairs: iThings-GreenCom-CPSCom-SmartData-Cybermatics 2021Dusit Niyato, Yan Zhang 0002, Sheng Wen. [doi]
• Message from the CPSCom 2021 General Chairs: iThings-GreenCom-CPSCom-SmartData-Cybermatics 2021Tari Zahir, Ruidong Li. [doi]
• uTimer: A Uniform Low-level Timer API for RIOT OSNiels Gandraß, Michel Rottleuthner, Thomas C. Schmidt. 1-8 [doi]
• Vehicular Grouping Protocol: Towards Cyber Physical Network IntelligenceDuaa Zuhair Al-Hamid, Adnan Al-Anbuky. 9-16 [doi]
• Low-Cost Internet of Things Based Real- Time Pavement Monitoring SystemKorkut Bekiroglu, Ali Tekeoglu, Jiayue Shen, Ilker Boz. 17-22 [doi]
• Integrating 6LoWPAN Security with RPL Using The Chained Secure Mode FrameworkAhmed Raoof, Chung-Horng Lung, Ashraf Matrawy. 23-28 [doi]
• A Machine Learning Regression Approach for Throughput Estimation in an IoT EnvironmentAroosa Hameed, John Violos, Nina Santi, Aris Leivadeas, Nathalie Mitton. 29-36 [doi]
• A Lightweight Central Learning Approach for Arrhythmia Detection from ECG SignalsAbdulla Aboumadi, Elias Yaacoub, Khalid Abualsaud. 37-42 [doi]
• LDoS Attacker Detection Algorithms in Zigbee NetworkSatoshi Okada, Daisuke Miyamoto, Yuji Sekiya, Hideki Takase, Hiroshi Nakamura. 43-50 [doi]
• MobileDLSearch: Ontology-based Mobile Platform for Effective Sharing and Reuse of Deep Learning ModelsZhangcheng Qiang, Yuxin Zhang, Pari Delir Haghighi, Abdur Rahim Mohammad Forkan, Prem Prakash Jayaraman, Junyao Deng. 51-58 [doi]
• Tremble: TRansparent Emission Monitoring with BLockchain EndorsementAlexander Nußbaum, Johannes Schütte, Luoyao Hao, Henning Schulzrinne, Florian Alt. 59-64 [doi]
• An Effective Approach to Protecting Low-Power and Lossy IoT Networks Against Blackhole AttacksKent Sanders, Stephen S. Yau. 65-72 [doi]
• Towards Group Activity Recognition and Analysis for Improving the Safety of Automated VehiclesAmin Abken, Seng W. Loke, Arkady B. Zaslavsky. 73-82 [doi]
• Real-Time Sound Event Classification for Human Activity of Daily Living using Deep Neural NetworkAh Hyun Yuh, Soon-Ju Kang. 83-88 [doi]
• Quality and Cost Aware Service Selection in IoT-Context Management PlatformsKanaka Sai Jagarlamudi, Arkady B. Zaslavsky, Seng W. Loke, Alireza Hassani, Alexey Medvedev. 89-98 [doi]
• Protecting LoRaWan data against untrusted network serversPoliana de Moraes, Arlindo Flávio da Conceição. 99-106 [doi]
• Multi-UAVs for Bushfire Situational Awareness: a Comparison of Environment Traversal AlgorithmsReza Bairam Zadeh, Arkady B. Zaslavsky, Seng W. Loke, Somaiyeh Mahmoud Zadeh. 107-114 [doi]
• Low Rate DoS Attack Detection in IoT - SDN using Deep LearningHarun Surej Ilango, Maode Ma, Rong Su. 115-120 [doi]
• MUDirect: Protecting P2P IoT Devices with MUDYehuda Afek, Anat Bremler-Barr, David Hay, Avraham Shalev. 121-129 [doi]
• A Development Method for Safe Node-RED Systems using Discrete Controller SynthesisTakuto Yamauchi, Takanori Hirano, Jialong Li, Takafumi Kawasaki, Yin Chen, Akira Tsuge, Tadashi Okoshi, Jin Nakazawa, Nobukazu Yoshioka, Georgios Palaiokrassas, Antonios Litke, Kenji Tei. 130-137 [doi]
• Extracting Threat Intelligence Related IoT Botnet From Latest Dark Web Data CollectionKeisuke Furumoto, Mitsuhiro Umizaki, Akira Fujita, Takahiko Nagata, Takeshi Takahashi, Daisuke Inoue. 138-145 [doi]
• Flow Anomaly Telemetry Driven by Programmable Data PlaneXinyue Jiang, Risheng Deng, Dong Zhang, Chunming Wu 0001. 146-152 [doi]
• Energy Consumption Modelling of Next Generation Mobile Crosshaul NetworksLine M. P. Larsen, Sarah Ruepp, Michael S. Berger, Henrik Lehrmann Christiansen. 153-160 [doi]
• Advanced energy model and spectral efficiency optimization in short-range wireless sensor networksMarie-Anne Lacroix, Romuald Rocher, Pascal Scalart. 161-167 [doi]
• Power Allocation & MRC Analysis for Single Input Multi Output Non-Orthogonal Multiple Access SystemMohamed Gaballa, Maysam Abbod, Muna Albasman. 168-173 [doi]
• A Hybrid Spatiotemporal Attack in Continuous LBS QueriesYongjie Zhan, Le Li, Yuwen Qian, Chuan Ma, Ming Ding 0001, Bo Liu 0001. 174-181 [doi]
• Generating High-quality Movie Tags from Social Reviews: A Learning-driven ApproachZhenxiao Luo, Guopin Tang, Chen Wang, Yipeng Zhou, James Xi Zheng, Jessie Hui Wang, Gang Liu, Di Wu 0001. 182-189 [doi]
• Device Placement for Autonomous Vehicles using Reinforcement LearningJinkai Zheng, Phil K. Mu, Ziqian Man, Tom H. Luan, Lin X. Cai, Hangguan Shan. 190-196 [doi]
• A non-contact mental fatigue detection method for space medical experiment using multi-feature fusion modelYu Yan, Shuai Ding 0001, Zijie Yue, Hui Yang, Lina Qu, Yinghui Li. 197-203 [doi]
• Quantum Machine Learning for Electricity Theft Detection: an Initial InvestigationLianting Xue, Long Cheng, Yuancheng Li, Ying Mao. 204-208 [doi]
• FLZip: An Efficient and Privacy-Preserving Framework for Cross-Silo Federated LearningXiaojie Feng, Haizhou Du. 209-216 [doi]
• Vulnerability Characterization and Privacy Quantification for Cyber-Physical SystemsArpan Bhattacharjee, Shahriar Badsha, Md Tamjid Hossain, Charalambos Konstantinou, Xueping Liang. 217-223 [doi]
• Offensive and Defensive Countermeasure Technology of Return-Oriented ProgrammingZixuan Xu, Jingci Zhang, Shang Ai, Chen Liang, Lu Liu, Yuanzhang Li. 224-228 [doi]
• Motion Resistant Facial Video based Heart Rate Estimation Method using Head-Mounted CameraJidong Geng, Chao Zhang, Haoyuan Gao, Yang Lv, Xiaopei Wu. 229-237 [doi]
• GPDP: Game-Enhanced Personalized Differentially Private Smart CommunityYuping Zhang, Youyang Qu, Longxiang Gao, Bruce Gu, Lei Cui 0006, Xuemeng Zhai. 238-243 [doi]
• A Secure Cloud-Edge Collaborative Logistic Regression ModelChen Wang, Jian Xu, Long Yin. 244-253 [doi]
• Side-Channel Analysis-Based Model Extraction on Intelligent CPS: An Information Theory PerspectiveQianqian Pan, Jun Wu 0001, Xi Lin, Jianhua Li 0001. 254-261 [doi]
• Taxonomy And Survey Of Performance Prediction Systems For The Distributed Systems Including The CloudsSena Seneviratne, Liyanage C. De Silva, Sanjeeva Witharana. 262-268 [doi]
• The Registration-based Scheduling for Avoiding Collision using the Triggered RAW for IEEE 802.11ahChung-Ming Huang, Shu-Hang Huang. 269-275 [doi]
• GauPro: An Accuracy-Improved Indoor Positioning System Based on Beacon Probabilistic FingerprintYu Zhang, Zhongzheng Lai, Dong Yuan, Wei Bao, Bing Bing Zhou, Jing Qiu, Shen Wang, Stewart Adams. 276-283 [doi]
• Digital Twins bonds society with cyber-physical Energy Systems: a literature reviewAlì Aghazadeh Ardebili, Antonella Longo, Antonio Ficarella. 284-289 [doi]
• Impact of image compression on CNN performance metrics for CPS nodes at the Arctic TundraSteffen Randrup, Issam Raïs, John Markus Bjørndalen, Phuong Hoai Ha, Otto J. Anshus. 290-297 [doi]
• A Quick Recovery Strategy for Network Failure under Multipath Multicast TransmissionsChao Xu 0003, Jessie Hui Wang, Rui Li, Tao Yu, Jilong Wang 0001. 298-305 [doi]
• On Dynamic Resource Allocation for Blockchain Assisted Federated Learning over Wireless ChannelsXiumei Deng, Jun Li 0004, Long Shi, Zhe Wang, Jessie Hui Wang, Taotao Wang. 306-313 [doi]
• Intelligent Data-Driven Vessel Trajectory Prediction in Marine Transportation Cyber-Physical SystemRyan Wen Liu, Maohan Liang, Jiangtian Nie, Xianjun Deng, Zehui Xiong, Jiawen Kang, Helin Yang, Yang Zhang 0025. 314-321 [doi]
• Research on Social Attribute Aware-based Vehicular Opportunistic Routing ProtocolJieying Zhou, Junyao Zheng, Pengfei He, Weigang Wu. 322-329 [doi]
• SAFSN: A Self-Attention Based Neural Network for Encrypted Mobile Traffic ClassificationChengyuan Zhang, Changqing An, Jessie Hui Wang, Ziyi Zhao, Tao Yu, Jilong Wang 0001. 330-337 [doi]
• Revocable Outsourcing Multi-Authority ABE for Medical Data in Mobile CloudArthur Sandor Voundi Koe, Juan Tang, Shan Ai, Hongyang Yan, Shiwen Zhang. 338-345 [doi]
• Automatic Generation of Workflows for Efficient Design Space Exploration for Cyber-Physical SystemsYon Vanommeslaeghe, Joachim Denil, Bert Van Acker, Paul De Meulenaere. 346-351 [doi]
• Speeding up Block Propagation in Bitcoin Network: A Cut-through Relaying SchemeLihao Zhang, Taotao Wang, Soung Chang Liew. 352-358 [doi]
• Citizenly: A platform to encourage data-driven decision making for the community by the communityMd Towhidul Absar Chowdhury, Naveen Sharma. 359-364 [doi]
• May SARS-CoV-2 be prevented by an indoor air monitoring smart data service?Antonella Longo, Alì Aghazadeh Ardebili, Marco Zappatore, Divya Pragna Mulla. 365-371 [doi]
• Smart Data Analytics on COVID-19 DataCarson K. Leung, Chenru Zhao, Hao Zheng. 372-379 [doi]
• 2Cloud: A Novel Cloud System for Mobile Health Big Data ManagementJake Stauffer, Qingxue Zhang. 380-383 [doi]
• Optimized Route Calculation Technology with Smart Building PlatformHideya Yoshiuchi. 384-390 [doi]
• Question-Answer Generation for Data AugmentationJuei-Yian Lin, Jhih-Yuan Huang, Wei-Po Lee. 391-397 [doi]