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Cloud Computing, Smart Grid and Innovative Frontiers in Telecommunications: 9th EAI International Conference, CloudComp 2019, and 4th EAI International Conference, SmartGIFT 2019, Beijing, China, December 4-5, 2019, and December 21-22, 2019

โœ Scribed by Xuyun Zhang, Guanfeng Liu, Meikang Qiu, Wei Xiang, Tao Huang


Publisher
Springer International Publishing;Springer
Year
2020
Tongue
English
Leaves
715
Series
Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 322
Edition
1st ed.
Category
Library

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โœฆ Synopsis


This book constitutes the refereed proceedings of the 9thInternational Conference on Cloud Computing, CloudComp 2019, and the 4th International Conference on Smart Grid and Innovative Frontiers in Telecommunications, SmartGIFT 2019, both held in Beijing, China, in December 2019. The55 full papers of both conferences were selected from 113 submissions. CloudComp 2019 presents recent advances and experiences in clouds, cloud computing and related ecosystems and business support. The papers are grouped thematically in tracks on cloud architecture and scheduling; cloud-based data analytics; cloud applications; and cloud security and privacy. SmartGIFT 2019 focus on all aspects of smart grids and telecommunications, broadly understood as the renewable generation and distributed energy resources integration, computational intelligence applications, information and communication technologies.

โœฆ Table of Contents


Front Matter ....Pages i-xxiv
Front Matter ....Pages 1-1
MCOPS-SPM: Multi-Constrained Optimized Path Selection Based Spatial Pattern Matching in Social Networks (Ying Guo, Lianzhen Zheng, Yuhan Zhang, Guanfeng Liu)....Pages 3-19
A Multi-objective Computation Offloading Method in Multi-cloudlet Environment (Kai Peng, Shuaiqi Zhu, Lixin Zheng, Xiaolong Xu, Victor C. M. Leung)....Pages 20-32
A Survey of QoS Optimization and Energy Saving in Cloud, Edge and IoT (Zhiguo Qu, Yilin Wang, Le Sun, Zheng Li, Dandan Peng)....Pages 33-46
A Multi-objective Computation Offloading Method for Hybrid Workflow Applications in Mobile Edge Computing (Kai Peng, Bohai Zhao, Xingda Qian, Xiaolong Xu, Lixin Zheng, Victor C. M. Leung)....Pages 47-62
An Introduction and Comparison of the Application of Cloud and Fog in IoT (Zheng Li, Yilin Wang)....Pages 63-75
Distributed Cloud Monitoring Platform Based on Log In-Sight (E. Haihong, Yuanxing Chen, Meina Song, Meijie Sun)....Pages 76-88
A Self-adaptive PSO-Based Dynamic Scheduling Method on Hierarchical Cloud Computing (Shunmei Meng, Weijia Huang, Xiaolong Xu, Qianmu Li, Wanchun Dou, Bowen Liu)....Pages 89-100
Application of Bluetooth Low Energy Beacons and Fog Computing for Smarter Environments in Emerging Economies (Mingxu Sun, Kondwani Michael Kamoto, Qi Liu, Xiaodong Liu, Lianyong Qi)....Pages 101-110
Near-Data Prediction Based Speculative Optimization in a Distribution Environment (Mingxu Sun, Xueyan Wu, Dandan Jin, Xiaolong Xu, Qi Liu, Xiaodong Liu)....Pages 111-122
Rendering of Three-Dimensional Cloud Based on Cloud Computing (Yonghua Xie, Xiaoyong Kou, Ping Li, Xiaolong Xu)....Pages 123-137
Front Matter ....Pages 139-139
Distributed Stochastic Alternating Direction Method of Multipliers for Big Data Classification (Huihui Wang, Xinwen Li, Xingguo Chen, Lianyong Qi, Xiaolong Xu)....Pages 141-153
Personalized Recommendation Algorithm Considering Time Sensitivity (Fuzhen Sun, Haiyan Zhuang, Jin Zhang, Zhen Wang, Kai Zheng)....Pages 154-162
Cloud-Based Master Data Platform for Smart Manufacturing Process (Lei Ren, Ziqiao Zhang, Chun Zhao, Guojun Zhang)....Pages 163-170
A Semi-supervised Classification Method for Hyperspectral Images by Triple Classifiers with Data Editing and Deep Learning (Guoming Zhang, Junshu Wang, Ge Shi, Jie Zhang, Wanchun Dou)....Pages 171-183
A Survey of Image Super Resolution Based on CNN (Qianxiong Xu, Yu Zheng)....Pages 184-199
Design and Development of an Intelligent Semantic Recommendation System for Websites (Zhiqiang Zhang, Heping Yang, Di Yang, Xiaowei Jiang, Nan Chen, Mingnong Feng et al.)....Pages 200-209
A Lightweight Neural Network Combining Dilated Convolution and Depthwise Separable Convolution (Wei Sun, Xijie Zhou, Xiaorui Zhang, Xiaozheng He)....Pages 210-220
Resource Allocation Algorithms of Vehicle Networks with Stackelberg Game (Ying Zhang, Guang-Shun Li, Jun-Hua Wu, Jia-He Yan, Xiao-Fei Sheng)....Pages 221-230
Research on Coordination Control Theory of Greenhouse Cluster Based on Cloud Computing (Xiangnan Zhang, Wenwen Gong, Yifei Chen, Dan Li, Yawei Wang)....Pages 231-239
Anomalous Taxi Route Detection System Based on Cloud Services (Yu Zi, Yun Luo, Zihao Guang, Lianyong Qi, Taoran Wu, Xuyun Zhang)....Pages 240-254
Collaborative Recommendation Method Based on Knowledge Graph for Cloud Services (Weijia Huang, Qianmu Li, Xiaoqian Liu, Shunmei Meng)....Pages 255-265
Efficient Multi-user Computation Scheduling Strategy Based on Clustering for Mobile-Edge Computing (Qing-Yan Lin, Guang-Shun Li, Jun-Hua Wu, Ying Zhang, JiaHe Yan)....Pages 266-274
Grazing Trajectory Statistics and Visualization Platform Based on Cloud GIS (Dong Li, Chuanjian Wang, Qilei Wang, Tianying Yan, Ju Wang, Wanlong Bing)....Pages 275-282
Cloud-Based AGV Control System (Xiangnan Zhang, Wenwen Gong, Haolong Xiang, Yifei Chen, Dan Li, Yawei Wang)....Pages 283-293
Front Matter ....Pages 295-295
A Parallel Drone Image Mosaic Method Based on Apache Spark (Yirui Wu, Lanbo Ge, Yuchi Luo, Deqiang Teng, Jun Feng)....Pages 297-311
CycleSafe: Safe Route Planning for Urban Cyclists (Mehdi Shah, Tianqi Liu, Sahil Chauhan, Lianyong Qi, Xuyun Zhang)....Pages 312-327
Prediction of Future Appearances via Convolutional Recurrent Neural Networks Based on Image Time Series in Cloud Computing (Zao Zhang, Xiaohua Li)....Pages 328-340
Video Knowledge Discovery Based on Convolutional Neural Network (JinJiao Lin, ChunFang Liu, LiZhen Cui, WeiYuan Huang, Rui Song, YanZe Zhao)....Pages 341-348
Time-Varying Water Quality Analysis with Semantical Mining Technology (Jun Feng, Qinghan Yu, Yirui Wu)....Pages 349-362
Data-Driven Fast Real-Time Flood Forecasting Model for Processing Concept Drift (Le Yan, Jun Feng, Yirui Wu, Tingting Hang)....Pages 363-374
A Survey on Dimension Reduction Algorithms in Big Data Visualization (Zheng Sun, Weiqing Xing, Wenjun Guo, Seungwook Kim, Hongze Li, Wenye Li et al.)....Pages 375-395
Quantum Searchable Encryption for Cloud Data Based on Delegating Quantum Computing (Yinsong Xu, Wenjie Liu, Junxiu Chen, Lian Tong)....Pages 396-409
Quantum Solution for the 3-SAT Problem Based on IBM Q (Ying Zhang, Yu-xiang Bian, Qiang Fan, Junxiu Chen)....Pages 410-423
Cloud Grazing Management and Decision System Based on WebGIS (Dong Li, Chuanjian Wang, Tianying Yan, Qilei Wang, Ju Wang, Wanlong Bing)....Pages 424-436
Application Design of Provincial Meteorological Service System Based on National Unified Meteorological Data Environment (Qing Chen, Ming Yang, You Zeng, Yefeng Chen, Shucheng Wu, Yun Xiao et al.)....Pages 437-446
Moving Vehicle Detection Based on Optical Flow Method and Shadow Removal (Min Sun, Wei Sun, Xiaorui Zhang, Zhengguo Zhu, Mian Li)....Pages 447-453
Refactor Business Process Models for Efficiency Improvement (Fei Dai, Miao Liu, Qi Mo, Bi Huang, Tong Li)....Pages 454-467
A New Model of Cotton Yield Estimation Based on AWS (Quan Xu, Chuanjian Wang, Jianguo Dai, Peng Guo, Guoshun Zhang, Yan Jiang et al.)....Pages 468-484
Front Matter ....Pages 485-485
Intelligent System Security Event Description Method (Jun Hou, Qianmu Li, Yini Chen, Shunmei Meng, Huaqiu Long, Zhe Sun)....Pages 487-499
Designing a Bit-Based Model to Accelerate Query Processing Over Encrypted Databases in Cloud (Sultan Almakdi, Brajendra Panda)....Pages 500-518
Review of Research on Network Flow Watermarking Techniques (Hui Chen, Qianmu Li, Shunmei Meng, Haiyuan Shen, Kunjin Liu, Huaqiu Long)....Pages 519-528
A Multi-objective Virtual Machine Scheduling Algorithm in Fault Tolerance Aware Cloud Environments (Heyang Xu, Pengyue Cheng, Yang Liu, Wei Wei, Wenjie Zhang)....Pages 529-543
PSVM: Quantitative Analysis Method of Intelligent System Risk in Independent Host Environment (Shanming Wei, Haiyuan Shen, Qianmu Li, Mahardhika Pratama, Meng Shunmei, Huaqiu Long et al.)....Pages 544-552
Coordinated Placement of Meteorological Workflows and Data with Privacy Conflict Protection (Tao Huang, Shengjun Xue, Yumei Hu, Qing Yang, Yachong Tian, Dan Zeng)....Pages 553-568
Method and Application of Homomorphic Subtraction of the Paillier Cryptosystem in Secure Multi-party Computational Geometry (Meng Liu, Yun Luo, Chi Yang, Dongliang Xu, Taoran Wu)....Pages 569-581
A Secure Data Access Control Scheme Without Bilinear Pairing in Edge Computing (Xiaofei Sheng, Junhua Wu, Guangshun Li, Qingyan Lin, Yonghui Yao)....Pages 582-593
Simulations on the Energy Consumption of WRF on Meteorological Cloud (Junwen Lu, Yongsheng Hao, Xianmei Hua)....Pages 594-602
A Survey of Information Intelligent System Security Risk Assessment Models, Standards and Methods (Zijian Ying, Qianmu Li, Shunmei Meng, Zhen Ni, Zhe Sun)....Pages 603-611
Front Matter ....Pages 613-613
Multiple Time Blocks Energy Harvesting Relay Optimizing with Time-Switching Structure and Decoding Cost (Chenxu Wang, Yanxin Yao, Zhengwei Ni, Rajshekhar V. Bhat, Mehul Motani)....Pages 615-626
Spectrum Sharing in Cognitive Radio Enabled Smart Grid: A Survey (Shuo Chen)....Pages 627-635
Colorization of Characters Based on the Generative Adversarial Network (Changtong Liu, Lin Cao, Kangning Du)....Pages 636-649
Enhanced LSTM Model for Short-Term Load Forecasting in Smart Grids (Jianing Guo, Yuexing Peng, Qingguo Zhou, Qingquan Lv)....Pages 650-662
Time-Switching Energy Harvesting Relay Optimizing Considering Decoding Cost (Wanqiu Hu, Yanxin Yao, Zhengwei Ni, Rajshekhar V. Bhat, Mehul Motani)....Pages 663-673
A Resource Allocation Scheme for 5G C-RAN Based on Improved Adaptive Genetic Algorithm (Xinyan Ma, Yingteng Ma, Dongtang Ma)....Pages 674-684
A Novel Adaptive Multiple-Access Scheme for Wireless Chip Area Network in the Smart Grid System (Xin-Yue Luo, Hao Gao, Xue-Hua Li)....Pages 685-698
Back Matter ....Pages 699-701

โœฆ Subjects


Computer Science; Computer Communication Networks; Computing Milieux; e-Commerce/e-business; Information Systems and Communication Service


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