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ORCID22nd HPCC / 18th SmartCity / 6th DSS 2020: Yanuca Island, Cuvu, Fiji
- 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2020, Yanuca Island, Cuvu, Fiji, December 14-16, 2020. IEEE 2020, ISBN 978-1-7281-7649-9
The 22nd IEEE International Conference on HPCC (HPCC 2020)
I. Regular Papers
- Sahil Garg, Ling Zou, Xiaolong Xu:
Message from the SmartCity 2020 Program Chairs : HPCC-SmartCity-DSS 2020. 1 - Hamidreza Moradi, Wei Wang
, Dakai Zhu:
DiHi: Distributed and Hierarchical Performance Modeling of Multi-VM Cloud Running Applications. 1-10 - Razin Farhan Hussain, Alireza Pakravan, Mohsen Amini Salehi:
Analyzing the Performance of Smart Industry 4.0 Applications on Cloud Computing Systems. 11-18 - Shangrui Wu, Chavit Denninnart, Xiangbo Li, Yang Wang, Mohsen Amini Salehi:
Descriptive and Predictive Analysis of Aggregating Functions in Serverless Clouds: the Case of Video Streaming. 19-26 - Saiqin Long, Hao Yu, Zhetao Li, Shujuan Tian, Yun Li:
Energy efficiency evaluation based on QoS parameter specification for cloud systems. 27-34 - Chunhua Xiao, Yanyue Pan, Dandan Xu, Weichen Liu, Shuting Sun, Shi Qiu:
Load-aware Adaptive Cache Management Scheme for Enterprise-level Stackable Cryptographic File System*. 35-43 - Baofu Huang, Zhidan Liu, Kaishun Wu:
Structure Preserved Graph Reordering for Fast Graph Processing Without the Pain. 44-51 - Yuede Ji, Hang Liu, H. Howie Huang:
SWARMGRAPH: Analyzing Large-Scale In-Memory Graphs on GPUs. 52-59 - Kangkang Li, Yitao Qiu, Congfeng Jiang, Maciej Malawski, Jarek Nabrzyski:
Improving System Utilization on Wireless HPC Systems with Torus Interconnects. 60-69 - Tao Cai, Jiancong Shi, Dejiao Niu, Jie Wang, Fei Wang, Lei Li:
The Fine Grained Collaborative NVM File System. 70-77 - Dongdong Huo, Yu Wang, Chao Liu, Mingxuan Li, Yazhe Wang, Zhen Xu:
LAPE: A Lightweight Attestation of Program Execution Scheme for Bare-Metal Systems. 78-86 - Zhendong Su, Darong Liu, Lin Mu:
ResNet Based Parallel Intelligent System Design for Marine Search and Rescue. 87-96 - Xiaozhe Li, Renhai Chen, Guohua Yan, Zhiyong Feng:
CF-RDF: A Lightweight and Efficient Large Scale RDF Data Management System. 97-104 - Tao Fang, Junshi Chen, Mingfan Li, Ziyu Zhang, Hong An, Wenting Han:
Optimizing Astrophysical Simulation Software on Sunway Heterogeneous Manycore Architecture. 105-112 - Kaifang Zhang, Huayou Su, Peng Zhang, Yong Dou:
Optimization and Performance Modeling of Stencil Computations on ARM Architectures. 113-121 - Zhaoming Jiang, Zhuoran Song, Xiaoyao Liang, Naifeng Jing:
PRArch: Pattern-Based Reconfigurable Architecture for Deep Neural Network Acceleration. 122-129 - Xiaowei Guo, Chao Li, Wei Li, Yu Cao, Yi Liu, Ran Zhao, Sen Zhang, Canqun Yang:
Improving performance for simulating complex fluids on massively parallel computers by component loop-unrolling and communication hiding. 130-137 - Guilherme Weigert Cassales, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer, Hermes Senger:
Improving parallel performance of ensemble learners for streaming data through data locality with mini-batching. 138-146 - Chao Sun, Qinlong Kang, Ce Yu, Jie Wang, Xiaoteng Hu:
Batched Pattern-Aware Cache Management Strategy for Astronomical Time Series Sub-images Retrieval. 147-154 - Thiarles S. Medeiros, Janaina Schwarzrock, Antoni C. Navarro, Fábio Diniz Rossi, Marcelo Caggiani Luizelli, Antonio Carlos Schneider Beck, Arthur Francisco Lorenzon:
An Application-Driven Approach to Mitigate Aging by Tuning the TLP and Allocation Strategies. 155-162 - Chao Wang, Weixia Xu, Mingche Lai, Jijun Cao:
Design of Converged Network Coding Layer for the Ethernet and HPC High-Speed Network. 163-169 - Whit Schonbein, Scott Levy, W. Pepper Marts, Matthew G. F. Dosanjh, Ryan E. Grant:
Low-cost MPI Multithreaded Message Matching Benchmarking. 170-179 - Kaifang Zhang, Huayou Su, Peng Zhang, Yong Dou:
Data Layout Transformation for Stencil Computations Using ARM NEON Extension. 180-188 - Huiyu Wang, Zhaoyan Shen, Mengying Zhao, Xiaojun Cai, Zhiping Jia:
CLOCK-RWRF: A Read-Write-Relative-Frequency Page Replacement Algorithm for PCM and DRAM of Hybrid Memory. 189-196 - Qingcai Jiang, Lingyun Wan, Shizhe Jiao, Wei Hu, Junshi Chen, Hong An:
An Efficient Multi-GPU Implementation for Linear-Response Time-Dependent Density Functional Theory. 197-205 - Yipei Fang, Zhicheng Cai:
Reinforcement Learning based Heterogeneous Resource Provisioning for Cloud Web Applications. 206-213 - Qiufen Xia, Wenhao Ren, Mingchu Li, Jiankang Ren:
Age-Aware Query Evaluation for Big Data Analytics in Mobile Edge Clouds. 214-222 - Saiqin Long, Zhetao Li, Yun Xing, Shujuan Tian, Dongsheng Li, Rong Yu:
A Reinforcement Learning-Based Virtual Machine Placement Strategy in Cloud Data Centers. 223-230 - Gokul Madathupalyam Chinnappan, Bharadwaj Veeravalli:
Handling Large-Scale SAR Image Data on Network-based Compute systems using Divisible load paradigm. 231-238 - Janaina Schwarzrock, Hiago Mayk G. de A. Rocha, Antonio Carlos Schneider Beck, Arthur Francisco Lorenzon:
Effective Exploration of Thread Throttling and Thread/Page Mapping on NUMA Systems. 239-246 - Xiaoyang Qu, Jianzong Wang, Jing Xiao:
ParallelNAS: A Parallel and Distributed System for Neural Architecture Search. 247-254 - Ayesh Weerasinghe, Kalana Wijethunga, Randika Jayasekara, Indika Perera, Anuradha Wickramarachchi:
Resource Aware Task Clustering for Scientific Workflow Execution in High Performance Computing Environments. 255-262 - Ke Yu, Yun Yang, Hongwang Xiao, Jinjun Chen:
An Improved DVFS Algorithm for Energy-Efficient Real-time Task Scheduling. 263-272 - Manolis Pavlidakis, Stelios Mavridis, Nikos Chrysos, Angelos Bilas:
TReM: A Task Revocation Mechanism for GPUs. 273-282 - Xiao Zhang, Binbin Liu, Zian Gou, Jia Shi, Xiaonan Zhao:
DCache: A Distributed Cache Mechanism for HDFS based on RDMA. 283-291 - Kailin Tang, Zhifeng Hao, Ruichu Cai, Tom Z. J. Fu, Yin Yang, Li Wang, Marianne Winslett, Zhenjie Zhang:
DRS+: Load Shedding Meets Resource Auto-Scaling in Distributed Stream Processing. 292-301 - Runhua Zhang, Guowei Shen, Liangyi Gong, Chun Guo:
DSANA: A distributed machine learning acceleration solution based on dynamic scheduling and network acceleration. 302-311 - Dongzi Wang, Mingyang Geng, Bo Ding, Dawei Feng:
Ranked Communication Channel Confidence for Multi-Agent Reinforcement Learning. 312-319 - Yuhong Jiang, Rong Cong, Chang Shu, Anqi Yang, Zhiwei Zhao, Geyong Min:
Federated Learning Based Mobile Crowd Sensing with Unreliable User Data. 320-327 - Jianguo Jiang, Zhaoce Liu, Min Yu, Gang Li, Song Li, Chao Liu, Weiqing Huang:
HeterSupervise: Package-level Android Malware Analysis Based on Heterogeneous Graph. 328-335 - Hualong Huang, Kai Peng, Xiaolong Xu:
Profit-driven Computation Offloading for Mobile Edge Computing in Wireless Metropolitan Area Networks. 336-343 - Ye Yang, Haiyang Jiang, Yongzheng Liang, Yulei Wu, Yilong Lv, Xing Li, Gaogang Xie:
Isolation Guarantee for Efficient Virtualized Network I/O on Cloud Platform. 344-351 - Xuhui Zhang, Feilong Tang, Lijun Cao, Long Chen, Jiadi Yu, Wenchao Xu, Xingjun Zhang, Jianjun Lei, Zhibo Wang:
Dynamical Controller Placement Among SDN Space-Terrestrial Integrated Networks. 352-359 - Zhongfeng Jin, Nan Li, Chao Liu, Meimei Li, Shaohua An, Weiqing Huang:
A Spatial-Temporal Features Based Fingerprinting Method for Machine tools in DNC Networks. 360-368 - Wei Quan, Jinli Yan, Xuyan Jiang, Zhigang Sun:
On-line Traffic Scheduling optimization in IEEE 802.1Qch based Time-Sensitive Networks. 369-376 - Peng Dong, Min Gao, Feilong Tang, Lijun Cao, Xuhui Zhang, Ping Han, Yanqin Yang, Wenchao Xu, Xingjun Zhang:
Multi-Layer and Heterogeneous Resource Management in SDN-Based Space-Terrestrial Integrated Networks. 377-384 - Ziyue Lu, Guoming Tang, Baochao Chen, Bangbang Ren, Sheng Chen, Deke Guo:
AI-Aided Game: Enhancing the Defense Performance of Scale-Free Network via Deep Reinforcement Learning. 385-392 - Xiaopeng Yao, Guangxian Liang, Hejiao Huang, Chonglin Gu:
An Efficient Algorithm for Clarification of Rumors with Limited Costs in Social Networks. 393-400 - Hao Dong, Wei Mi, Yulei Wu, Lei Zhang, Jiadi Chen, Yuepeng E:
An Enhanced Data Plane for Network Event Processing in Software Defined Networking. 401-408 - Peipei Fu, Qingya Yang, Chang Liu, Zhenzhen Li, Gaopeng Gou, Gang Xiong, Li Guo:
Towards Aggregated Features: A Novel Proxy Detection Method Using NetFlow Data. 409-416 - Dezun Dong, Ke Wu:
Reducing Tail Latency in Proactive Congestion Control via Moderate Speculation. 417-424 - Xu Ma, Yifei Lu, Zhengzhi Xu:
DCTCP with Front Marking: Decouple ECN Control Loop From The Queuing Delay. 425-432 - Dinghuang Hu, Yang Bai, Dezun Dong, Shan Huang, Xiangke Liao:
Converging Credit-based and Reactive Datacenter Transport using ECN and RTT. 433-440 - Lei Xu, Gang Xiong, Gaopeng Gou, Jie Chen, Tianyu Cui, Tianyi Shan:
MTLH: Video QoE Monitoring for Encrypted Traffic via Multi-Task Learning with Hierarchy. 441-448 - Peijie Sun, Yuepeng E, Tong Li, Yulei Wu, Jingguo Ge, Junling You, Bingzhen Wu:
Context-Aware Learning for Anomaly Detection with Imbalanced Log Data. 449-456 - Yifan Shen, Ke Liu, Ziting Guo, Wenli Zhang, Guanghui Zhang, Vaneet Aggarwal, Mingyu Chen:
Freeway: An Order-less User-space Framework for Non-real-time Applications. 457-464 - Caiyun Huang, Yujia Zhu, Yong Sun, Qingyun Liu, Binxing Fang:
How Many Users Behind A Local Recursive DNS Server? Estimated by Delta-Time Cluster Model. 465-474 - Bin Chen, Yuan Yang, Mingwei Xu:
Job-aware Communication Scheduling for DML Training in Shared Cluster. 475-482 - Tong Kong, Liming Wang, Duohe Ma, Zhen Xu, Qian Yang, Zhitong Lu, Yijun Lu:
Automated Honeynet Deployment Strategy for Active Defense in Container-based Cloud. 483-490 - Yixin Li, Xi Luo, Liming Wang, Jing Yang, Zhen Xu:
SiegeCannon: Detecting Malicious Infrastructures by Analyzing Integral Characteristics of Involved Server Flocks. 491-498 - Guangxiong Wu, Feilong Tang, Lijun Cao, Ping Han, Yanqin Yang, Wenchao Xu, Xingjun Zhang:
Dynamic Processing while Transmitting for SDN-based Space-Terrestrial Integrated Networks. 499-506
II. Short Papers
- Cheng Dai, Hongqiang Cheng, Xingang Liu:
A Tucker Decomposition Based on Adaptive Genetic Algorithm for Efficient Deep Model Compression. 507-512 - Wei Hu, Chongwei Zheng, Yonghao Wang, Jin Zhang, Cen Chen, Zeng Zeng:
Efficient Design of Hybrid Half-band Multi-stage Filter Based on Simulated Annealing Algorithm. 513-518 - Pei Yang, Jing Liu, Cen Chen, Yucheng Ding, Chunhua Deng, Zeng Zeng:
An Efficient Low Delay Task Scheduling Algorithm Based on Ant Colony System in Heterogeneous Environments. 519-524 - Sen Zhang, Xiaowei Guo, Chao Li, Yi Liu, Ran Zhao, Canqun Yang:
Numerical Study of Fluid-Structure Interaction Dynamics under High-explosive Detonation on Massively Parallel Computers. 525-531 - Chi Zhu, Weixuan Shi, Zhiguang Chen, Nong Xiao, Yutong Lu:
An Efficient Approach to Vectorize the Hybrid Breadth-First Search. 532-537 - Dapeng Hu, Xuesong Jiang, Jian Wang:
An improved reinforcement learning approach to solve flow job scheduling problems. 538-544 - Rong Hu, Wangdong Yang, Xu Zhou, Kenli Li, Keqin Li:
Performance Analysis and Optimization for MTTKRP of Sparse Tensor on CPU and GPU. 545-550 - Miaomiao Tian, Zhen Xie, Hong Zhong, Zhili Chen:
Lightweight Proofs of Storage with Public Verifiability from Lattices. 551-558 - Sahithi Tummalapalli, Lov Kumar, Lalita Bhanu Murthy Neti, Aneesh Krishna:
An Empirical Analysis on the Role of WSDL Metrics in Web Service Anti-Pattern Prediction. 559-564 - Octavian Mart, Catalin Negru, Florin Pop, Aniello Castiglione:
Observability in Kubernetes Cluster: Automatic Anomalies Detection using Prometheus. 565-570 - Bei Wang, Yifeng Chen, Chaofeng Hou:
Communication Optimization Strategy for Molecular Dynamics Simulation on Sunway TaihuLight. 571-578 - Dan Meng, Hongyu Li, Fan Zhu, Xiaolin Li:
FedMONN: Meta Operation Neural Network for Secure Federated Aggregation. 579-584 - Jia Liu, Renhua Liu, Kaijun Ren, Xiaoyong Li, Jianjian Xiang, Shaohua Qiu:
High-Performance Object Detection for Optical Remote Sensing Images with Lightweight Convolutional Neural Networks. 585-592 - Junxiu Liu, Dong Jiang, Yuling Luo, Senhui Qiu:
Multi-Ring on-Chip Interconnected Architecture for Spiking Neural Network Hardware Implementations. 593-598 - Linli Xu, Jing Han, Lianfa Bai:
Dual-loss path CNNs fusion architecture for image restoration with scattered data. 599-606 - Xiaoyan Zhuo, Iman Nandi, Taha Azzaoui, Seung Woo Son:
A Neural Network-Based Optimal Tile Size Selection Model for Embedded Vision Applications. 607-612 - Feng Xue, Weiwei Fang, Wenyuan Xu, Qi Wang, Xiaodong Ma, Yi Ding:
EdgeLD: Locally Distributed Deep Learning Inference on Edge Device Clusters. 613-619 - Hongliang Li, Ting Sun, Xiang Li, Haixiao Xu:
Job Placement Strategy with Opportunistic Resource Sharing for Distributed Deep Learning Clusters. 620-627 - Guomei Shi, Li Li, Jun Wang, Wenyan Chen, Kejiang Ye, Chengzhong Xu:
HySync: Hybrid Federated Learning with Effective Synchronization. 628-633 - Fan Wu, Huanghe Liu, Zongwei Zhu, Cheng Ji, Chun Jason Xue:
Overcoming Memory Constraint for Improved Target Classification Performance on Embedded Deep Learning Systems. 634-639 - Limeng Zhang, Shiming Li, Lianhua Qu, Ziyang Kang, Shiying Wang, Jihua Chen, Lei Wang:
MAMAP: Congestion Relieved Memetic Algorithm based Mapping Method for Mapping Large-Scale SNNs onto NoC-based Neuromorphic Hardware. 640-647 - Xuncheng Liu, Jingyi Wang, Weizhan Zhang, Qinghua Zheng:
Mobile Real-time Facial Expression Tracking with the Assistant of Public AI-as-a-Service. 648-654 - Yu Wu, Duo Liu, Xianzhang Chen, Jinting Ren, Renping Liu, Yujuan Tan, Zilin Zhang:
MobileRE: A Hybrid Fault Tolerance Strategy Combining Erasure Codes and Replicas for Mobile Distributed Cluster. 655-660 - Yu Liu, Xiaoting Wang, Min Cheng, Jie Wang, Yi Zhang:
An Efficient Task Offloading Strategy in Cloud-Edge Computing Under Deadline Constraints. 661-667 - Chuanwen Hu, Yuebin Bai, Rui Wang, Chang Liu, Xiaolin Wang:
CCIED: Cache-aided Collaborative Intelligence Between Edge Devices. 668-673 - Qingran Yan, Linhua Ma, Jin Sun:
Novel Bat Algorithms for Scheduling Independent Tasks in Collaborative Internet-of-Things. 674-681 - Mingchang Wei, Hongzhen Yang, Maolin Pan, Chaomeng Zhang, Yang Yu:
An Algorithm Controlling Response Time of Multi-Service Application Based On Bayesian Optimization. 682-687 - Jing Liu, Yifu Zhang, Yang Liu, Pei Yang, Cen Chen, Ziqi Zhu, Zeng Zeng:
A Balanced Cost Fault-Tolerant Scheduling Algorithm in Heterogeneous Real-Time Systems. 688-693 - Xiaomin Zhu, Yaqian Zhao, Pavan Balaji:
Probing the Underlying Implementation Mechanisms of SW26010. 694-699 - Qiyu Chen, Zhesi Cui, Gang Liu, Jia Liu, Xiaogang Ma:
CPU-MIC Acceleration of Multiple-point Statistical Simulation on Tianhe-2. 700-707 - Jian Zhou, Feifei Chu, Xin Li, Haoyang Ma, Fu Xiao, Lijuan Sun:
Water Quality Prediction Approach Based on t-SNE and SA-BiLSTM. 708-714 - Shuixiang Li, Ruixuan Li, Yu Zhang, Yongfeng Huang:
CBI: A Data Access Control System Based on Cloud and Blockchain Integration. 715-721 - Zhenquan Ding, Lei Cui, Haiqiang Fei, Longchuan Yan, Zhiyu Hao, Yijing Wang:
A High-Efficiency and Comprehensive Dynamic Behavior Analysis System for Malware based on Hardware Virtualization. 722-727 - Feng Wang, Yanjun Wu:
Keyword Search Technology in Content Addressable Storage System. 728-735 - Wenjie Chen, Qunfang He, Shen Li, Bo Xiao, Mingsong Chen, Zhilei Chai:
Parallel Implementation of H.265 Intra-Frame Coding Based on FPGA Heterogeneous Platform. 736-743 - Alexis Lescouet, Elisabeth Brunet, François Trahay, Gaël Thomas:
Transparent Overlapping of Blocking Communication in MPI Applications. 744-749 - Jun Hu, Bo Li:
A Deep Learning Framework Based On Spatio-Temporal Attention Mechanism For Traffic Prediction. 750-757 - Zeqiang Chen, Peng Li, Junlei Xiao, Lei Nie, Yu Liu:
An Order Dispatch System Based on Reinforcement Learning for Ride Sharing Services. 758-763 - Binbin Huang, Dongjin Yu, Linxuan Pan, Zhongjin Li, Haiyang Hu, Victor Chang:
Deep learning based multiple energy harvesting users cooperative task execution. 764-771 - Haobo Li, Ratan Dey, Lei Gong, Chao Wang:
Chameleon: Image Style Transfer Based on Image Classification Networks. 772-777 - Lubna B. Mohammed, Alagan Anpalagan, Ahmed Shaharyar Khwaja, Muhammad Jaseemuddin:
Mobility-Aware Latency-Efficient Cache Placement in Mobile Edge Networks. 778-785 - Haipeng Du, Weizhan Zhang, Xuanyu Wang, Shouqin Huang, Qinghua Zheng:
Building Scenarios on Mobile Network Testbed with a Transmission Characteristics Similarity Model. 786-793 - Tong Kong, Liming Wang, Duohe Ma, Kai Chen, Zhen Xu, Yijun Lu:
ConfigRand: A Moving Target Defense Framework against the Shared Kernel Information Leakages for Container-based Cloud. 794-801 - Gaoyu Song, Xingang Liu, Xin Zeng, Hengguang Luo, Dayu Wang, Boxuan Zhang:
A Deep-Shallow Network for Passive Underwater Target Recognition. 802-807 - Penghui Sun, Suping Wu, Kui Lin:
Attention-guided Multi-view Stereo Network For Depth Estimation. 808-815 - Emmanuel Antwi-Boasiako, Shijie Zhou, Yongjian Liao, Qihe Liu:
Privacy-Preservation in Distributed Deep Neural Networks via Encryption of Selected Gradients. 816-823 - Abba Garba, Qinwen Hu, Zhong Chen, Muhammad Rizwan Asghar:
BB-PKI: Blockchain-Based Public Key Infrastructure Certificate Management. 824-829 - Xiuhong Zou, Chenyang Li, Kejing He:
Bycon: a Byzantine-Fault-Tolerant Consensus Algorithm. 830-835 - Mingjuan Qiu, Ming Zhan, Liangxi Liu, Yi Deng, Xiaohong Luo:
Weighting Factors Optimization for NB-LDPC Codes Based on Extended Min-Sum Algorithm. 836-840 - Hao Yang, Keyi Wang, Renjie Sun, Xiaoyang Wang:
Fast Algorithms for Spatial K-Core Discovery and Maintenance. 841-846 - Qingcun Zhu, Xuesong Jiang, Xiumei Wei:
Importance ranking method of multiple attributes of network nodes. 847-854 - Yunhe Cui, Qing Qian, Huanlai Xing, Saifei Li:
LNAD: Towards Lightweight Network Anomaly Detection in Software-Defined Networking. 855-860 - Esther Palomar, Carlos Cruz, Ignacio G. Bravo, Alfredo Gardel Vicente:
Performance Evaluation of a Collaborative IoT Framework for Energy-Efficient Communities. 861-866 - Jianfei Peng, Hang Gao, Liang Liu, Ningwei Li, Xiangyu Xu:
TBM: An Efficient Trajectory-Based Multicast Routing Protocol for Sparse UAV networks. 867-872 - Weifeng Liu, Linping Wu, Xiaowen Xu, Meng Guo:
Designing Optimized Topologies for On-Chip Massive Data Communication. 873-880 - Shuhui Fan, Haoran Xu, Shaojing Fu, Ming Xu:
Smart Ponzi Scheme Detection using Federated Learning. 881-888 - Ripon Patgiri:
sxKV: A Novel Secured and Bidirectional Key-Value Data Structure. 889-896 - Nooshin Eghbal, Paul Lu:
A Parallel Data Stream Layer for Large Data Workloads on WANs. 897-902 - Guoqiang Yao, Hang Chen, Jianhao Hu:
An Initial Parameters Optimization Scheme for High-performance EP Based MIMO Detection. 903-908 - Gang Yang, Shiling Zhu, Qiang Li, Kesong Zhao:
UWB/INS Based Indoor Positioning and NLOS Detection Algorithm for Firefighters. 909-916 - Yi Shen, Chunming Wu, Qiumei Cheng, Dezhang Kong:
AFTM: An Adaptive Flow Table Management Scheme for OpenFlow Switches. 917-922 - Wei Hu, Chongwei Zheng, Yonghao Wang, Jing Liu, Cen Chen, Zeng Zeng:
A Novel Economical Design of Multistage Decimators for Low Latency Audio Applications. 923-929 - Yixuan Zan, Xiaojuan Li, Yong Guan, Rui Wang, Jie Zhang:
Formal Modeling and Verification of EDCA Based on Probabilistic Model Checking. 930-937 - Bingyang Li, Wen Wang, Xiaofei Zhang, Meng Zhang:
Automatic Modulation Classification Using Combination of Variational Mode Decomposition and Multifractal Analysis. 938-943 - Xiaojie Ding, Wang Yang, Fan Wu:
Adaptive Video Streaming Transmission Mechanism Based on Wireless NDN. 944-949 - Huiling Chen, Dong Wang, Chenxi Liu:
Towards Semantic Travel Behavior Prediction for Private Car Users. 950-957 - Huijun Dai, Min Zhu, Li Wang, Jianlong Zhao, Xiaolin Gui, Guangyu Peng:
GPTE: Efficient Graph Partitioning-based Traffic Engineering in Hybrid SDN/IP Networks. 958-966 - Xiaoyang Qu, Jianzong Wang, Jing Xiao:
Quantization and Knowledge Distillation for Efficient Federated Learning on Edge Devices. 967-972 - Weirong Liu, Xingju Shao, Chenglong Wang, Xin Gu, Fu Jiang, Jun Peng:
An Online Reinforcement Learning Offloading Method for Delay-Sensitive Vehicular Service. 973-978 - Haibo Deng, Shiqun Yin, Xiaohong Deng, Shiwei Li:
Value-based Algorithms Optimization with Discounted Multiple-step Learning Method in Deep Reinforcement Learning. 979-984 - Xiaojuan Wei, Jinglin Li, Quan Yuan, Zhe Zhang, Yangyang Zha, Fangchun Yang:
Enabling Self-defined Navigation on Road Graph via Double Rewarded Generalized VIN. 985-990 - Huizhen Hao, Xutong Jiang, Yuhu Sun, Wanchun Dou, Qing Gu:
A Method for Classification of Heavy Mineral Based on Machine Learning. 991-998 - Xiaoyu Zhang, Wei Liu, Fangchun Yang:
A Neural Model for Automatic Bidding of Contract Bridge. 999-1005 - Yali Ji, Ruowei Gui, Xiaolin Gui, Huijun Dai:
Group - oriented Location Privacy Protection for Mobile Users. 1006-1014 - Wenbin Zhu, Qun Ma, Zhaoyan Shen, Tianyu Wang, Liang Ma, Zhiping Jia:
HF-BF: A Hotness-aware Fine-grained Bloom Filter for Unique Address Checking in IoT Blockchain. 1015-1020 - Yuchao Zhang, Shuang Wu, Wendong Wang, Zhuoyun Zhang, Yunbo Han:
HttpDNS: A Flexible Architecture for Edge Server Exploration and Selection in 5G Network. 1021-1029 - Youhua Xia, Libing Wu, Jiong Jin, Tiehua Zhang, Xi Zheng:
Privacy-Aware Key Task Scheduling in Vehicular Networks Based on Incentive Mechanism. 1030-1035 - Xiyuan Liu, Jia Wu, Senpeng Chen:
Efficient Hyperparameters optimization Through Model-based Reinforcement Learning and Meta-Learning. 1036-1041 - Mumuxin Cai, Nan Sang, Xupeng Wang, Jingyu Zhang:
Adversarial point cloud perturbations to attack deep object detection models. 1042-1049 - Chanying Huang, Kedong Yan:
A Blockchain Based Fast Authentication Framework for IoT Networks with Trusted Hardware. 1050-1056 - Rahul Mishra, Dharavath Ramesh, Damodar Reddy Edla:
Deletable Blockchain based Secure EHR Storage Scheme in Multi-Cloud Environment. 1057-1064 - Daniele Izzi, Annalisa Massini:
Optimal all-to-all personalized communication on Butterfly networks through a reduced Latin square. 1065-1072
The 18th IEEE International Conference on Smart City (SmartCity 2020)
- Priyanka Trivedi, Farhana H. Zulkernine:
Componentry Analysis of Intelligent Transportation Systems in Smart Cities towards a Connected Future. 1073-1079 - Takfarinas Saber, Laurentiu Capatina, Anthony Ventresque:
Analysis of Urban Traffic Incidents Through Road Network Features. 1080-1087 - Sayda Elmi, Kian-Lee Tan:
Travel Time Prediction in Missing Data Areas: Feature-based Transfer Learning Approach. 1088-1095 - Catherine Inibhunu, Carolyn McGregor:
A Privacy Preserving Framework for Smart Cities utilising IoT, Smart Buildings and Big Data. 1096-1103 - Takfarinas Saber, Côme Cachard, Anthony Ventresque:
RONIN: a SUMO Interoperable Mesoscopic Urban Traffic Simulator. 1104-1111 - Han Sun, Yu Chen, Alexander J. Aved, Erik Blasch:
Collaborative Multi-Object Tracking as an Edge Service using Transfer Learning. 1112-1119 - Beilei Cui, Erxiang Ren, Li Luo:
An Intelligent Traffic Light Control System Based on Dual Mode Special Vehicle Identification. 1120-1125 - Jianyong Zhu, Xu Wang, Tianyu Wo, Chunming Hu:
Hybrid Resource Orchestration and Scheduling for Cyber-Physical-Human Systems. 1126-1133 - Tiancai Li, Yiping Wen, Zheng Tan, Hong Chen:
Edge Intelligence Empowered Distribution Path Planning with Internet of Vehicles. 1134-1141 - Wayoud Bouzeraib, Afifa Ghenai, Nadia Zeghib:
A Multi-Objective Genetic GAN Oversampling: Application to Intelligent Transport Anomaly Detection\. 1142-1149 - Raiful Hasan, Ragib Hasan:
BeaCloud: A Generic Architecture for Sustainable Smart City using Bluetooth Beacons. 1150-1157 - Jingjing Wang, Joon Goo Park:
IEEE 802.11 WLAN based Indoor Positioning Algorithm using Weight Grey Prediction Model. 1158-1165 - Bo-Lung Tsai, Kwei-Jay Lin, Yuheng Cao, Yu Meng:
DynaScale: An Intelligent Image Scale Selection Framework for Visual Matching in Smart IoT. 1166-1173 - Xin Zeng, Xingang Liu, Gaoyu Song, Dayu Wang, Hengguang Luo, Boxuan Zhang:
Adversarial Training for Underwater Target Recognition in Complex Marine Conditions. 1174-1179 - Yiling Jia, Che-Rung Lee:
Vector Field Model for Trajectory Data and Its Application in Similarity Query. 1180-1187 - Amir Sinaeepourfard, Ali Dorri:
Distributed-to-Centralized Data Management through Blockchain Technologies in Large-Scale IoT Networks of Multicampus University. 1188-1194 - Lingling Shen, Xiaotong Wu, Datong Wu, Xiaolong Xu, Lianyong Qi:
A Survey on Randomized Mechanisms for Statistical Learning under Local Differential Privacy. 1195-1202 - Calvin S. H. Hoi, Carson K. Leung, Joglas Souza:
Prediction of Food Preparation Time for Smart City. 1203-1210 - Penggui Huang, Bi Huang, Fan Zhao, Yanfeng Zhang, Mingong Chen:
Deep ConvLSTM-Inception Network for Traffic Prediction in Smart Cities. 1211-1218 - Saud Al Harbi, Talal Halabi, Martine Bellaïche:
Fog Computing Security Assessment for Device Authentication in the Internet of Things. 1219-1224 - Pengyu Yu, Yirui Wu, Benze Wu:
A Novel Developer Portrait Model based on Bert-Capsule Network. 1225-1232 - Pengyu Yu, Yirui Wu, Shun Zhao:
A Novel SMOTE Algorithm based Portrait Model for Programmers. 1233-1240 - Guiliang Li, Biao Tang, Bo Li, Xinyuan Luo, Yong Liang:
Image Recognition System of Pointer Meter in Substation. 1241-1245
The 6th IEEE International Conference on Data Science and Systems (DSS 2020)
I. Regular Papers
- Chan Su, Jianguo Wei:
Hybrid Model of Vehicle Recognition Based on Convolutional Neural Network. 1246-1251 - Samin Mohammadi, Mathieu Chapon:
Investigating the Performance of Fine-tuned Text Classification Models Based-on Bert. 1252-1257 - Lingkai Yang, Sally I. McClean, Mark P. Donnelly, Kashaf Khan, Kevin Burke:
Analysing Business Process Anomalies Using Discrete-time Markov chains. 1258-1265 - Kostas Kolomvatsos:
A Proactive Uncertainty Driven Model for Data Synopses Management in Pervasive Applications. 1266-1273 - Limin Shi, Chao Zhu:
Selective Combination based on Diversity-Accuracy Balance in Outlier Ensembles. 1274-1281 - Daojun Han, Jinyu Chen, Lei Zhang, Yatian Shen, Xueheng Wang, Yihua Gao:
Access control of blockchain based on dual-policy attribute-based encryption. 1282-1290 - Jingpeng Hao, Xubin Chen, Yifan Qiao, Yuyang Zhang, Tong Zhang:
On the Design of SMR HDD Block Device Driver. 1291-1299 - Krishna Teja Chitty-Venkata, Arun K. Somani:
Calibration Data-based CNN Filter Pruning for Efficient Layer Fusion. 1300-1307 - Kohei Sugihara, Osamu Tatebe:
Design of Direct Read from Sparse Segments in MPI-IO. 1308-1315 - Shengbin Liang, Bin Zhu, Yuying Zhang, Suying Cheng, Jiangyong Jin:
A Double Channel CNN-LSTM Model for Text Classification. 1316-1321 - Zhixi Li, Vincent W. L. Tam, Lawrence K. Yeung, Zhenglong Li:
Applying An Adaptive Multi-Population Optimization Algorithm to Enhance Machine Learning Models for Computational Finance. 1322-1329 - Qirong Cai, Jingli Wu, Rui Du, Zhen Zhang, Ke Pan:
Improving the Identification of Co-occurring Driver Pathways by Integrating Multi-Omics Data. 1330-1337
II. Short Papers
- Chan Su, Jianguo Wei:
Expression Recognition of Dual Channels Model System Based on Mini_Xception_SE. 1338-1343 - Qiaoyu Li, Wei Yang, Ying Liu, Xiaofang Liu, Yaohong Zhao, Jun Chu, Haitao Zeng, Xuefeng Zhao, Chao Deng, Junlan Feng:
Customer Segment Application of Machine Learning in Business Operation of China Mobile. 1344-1349 - Dianzhu Gao, Jun Peng, Shengnan Wang, Yijun Cheng, Yingze Yang, Yun Cheng, Yao Lu, Xiaoyong Zhang:
Health Status Assessment for Equalizing Reservoir Control System based on HIs and BP Network. 1350-1355 - Francesca Pafferi, Gaetano Zazzaro, Angelo Martone, Paolo Bifulco, Luigi Pavone:
Temporal Analysis for Epileptic Seizure Detection by Using Data Mining Approach. 1356-1363 - Ke Yuan, Yabing Huang, Qian Tang:
The impact of social and economic development on the spread of infectious respiratory diseases, push or constrain? Empirical research from China based on machine learning methods. 1364-1369 - Siyuan Shang, Carson K. Leung, Yubo Chen, Adam G. M. Pazdor:
Spatial Data Science of COVID-19 Data. 1370-1375
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