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2020 IEEE 22nd International Conference on High Performance Computing and Communications; IEEE 18th International Conference on Smart City; IEEE 6th International Conference on Data Science and Systems (HPCC/SmartCity/DSS)

Dec. 14 2020 to Dec. 16 2020

Yanuca Island, Cuvu, Fiji

ISBN: 978-1-7281-7649-9

Table of Contents

[Title page i]Freely available from IEEE.pp. 1-1
[Title page iii]Freely available from IEEE.pp. 3-3
CopyrightsFreely available from IEEE.pp. 4-4
Table of contentsFreely available from IEEE.pp. 5-30
Message from HPCC 2020 General ChairsFreely available from IEEE.pp. 31-31
Message from HPCC 2020 Program ChairsFreely available from IEEE.pp. 32-32
Message from HPCC 2020 Steering ChairsFreely available from IEEE.pp. 33-33
HPCC 2020 Organizing CommitteeFreely available from IEEE.pp. 34-41
Message from SmartCity 2020 General ChairsFreely available from IEEE.pp. 42-42
Message from the SmartCity 2020 Program Chairs : HPCC-SmartCity-DSS 2020Freely available from IEEE.pp. 1-1
by Sahil Garg, Ling Zou, Xiaolong Xu
Message from SmartCity 2020 Steering ChairsFreely available from IEEE.pp. 44-44
SmartCity 2020 Organizing CommitteeFreely available from IEEE.pp. 45-46
Message from DSS 2020 General ChairsFreely available from IEEE.pp. 47-47
Message from DSS 2020 Program ChairsFreely available from IEEE.pp. 48-48
Message from DSS 2020 Steering ChairsFreely available from IEEE.pp. 49-49
DSS 2020 Organizing CommitteeFreely available from IEEE.pp. 50-52
DiHi: Distributed and Hierarchical Performance Modeling of Multi-VM Cloud Running ApplicationsFull-text access may be available. Sign in or learn about subscription options.pp. 1-10
by Hamidreza Moradi, Wei Wang, Dakai Zhu
Analyzing the Performance of Smart Industry 4.0 Applications on Cloud Computing SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 11-18
by Razin Farhan Hussain, Alireza Pakravan, Mohsen Amini Salehi
Descriptive and Predictive Analysis of Aggregating Functions in Serverless Clouds: the Case of Video StreamingFull-text access may be available. Sign in or learn about subscription options.pp. 19-26
by Shangrui Wu, Chavit Denninnart, Xiangbo Li, Yang Wang, Mohsen Amini Salehi
Energy efficiency evaluation based on QoS parameter specification for cloud systemsFull-text access may be available. Sign in or learn about subscription options.pp. 27-34
by Saiqin Long, Hao Yu, Zhetao Li, Shujuan Tian, Yun Li
Load-aware Adaptive Cache Management Scheme for Enterprise-level Stackable Cryptographic File SystemFull-text access may be available. Sign in or learn about subscription options.pp. 35-43
by Chunhua Xiao, Yanyue Pan, Dandan Xu, Weichen Liu, Shuting Sun, Shi Qiu
Structure Preserved Graph Reordering for Fast Graph Processing Without the PainFull-text access may be available. Sign in or learn about subscription options.pp. 44-51
by Baofu Huang, Zhidan Liu, Kaishun Wu
SWARMGRAPH: Analyzing Large-Scale In-Memory Graphs on GPUsFull-text access may be available. Sign in or learn about subscription options.pp. 52-59
by Yuede Ji, Hang Liu, H. Howie Huang
Improving System Utilization on Wireless HPC Systems with Torus InterconnectsFull-text access may be available. Sign in or learn about subscription options.pp. 60-69
by Kangkang Li, Yitao Qiu, Congfeng Jiang, Maciej Malawski, Jarek Nabrzyski
The Fine Grained Collaborative NVM File SystemFull-text access may be available. Sign in or learn about subscription options.pp. 70-77
by Tao Cai, Jiancong Shi, Dejiao Niu, Jie Wang, Fei Wang, Lei Li
LAPE: A Lightweight Attestation of Program Execution Scheme for Bare-Metal SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 78-86
by Dongdong Huo, Yu Wang, Chao Liu, Mingxuan Li, Yazhe Wang, Zhen Xu
ResNet Based Parallel Intelligent System Design for Marine Search and RescueFull-text access may be available. Sign in or learn about subscription options.pp. 87-96
by Zhendong Su, Darong Liu, Lin Mu
CF-RDF: A Lightweight and Efficient Large Scale RDF Data Management SystemFull-text access may be available. Sign in or learn about subscription options.pp. 97-104
by Xiaozhe Li, Renhai Chen, Guohua Yan, Zhiyong Feng
Optimizing Astrophysical Simulation Software on Sunway Heterogeneous Manycore ArchitectureFull-text access may be available. Sign in or learn about subscription options.pp. 105-112
by Tao Fang, Junshi Chen, Mingfan Li, Ziyu Zhang, Hong An, Wenting Han
Optimization and Performance Modeling of Stencil Computations on ARM ArchitecturesFull-text access may be available. Sign in or learn about subscription options.pp. 113-121
by Kaifang Zhang, Huayou Su, Peng Zhang, Yong Dou
PRArch: Pattern-Based Reconfigurable Architecture for Deep Neural Network AccelerationFull-text access may be available. Sign in or learn about subscription options.pp. 122-129
by Zhaoming Jiang, Zhuoran Song, Xiaoyao Liang, Naifeng Jing
Improving performance for simulating complex fluids on massively parallel computers by component loop-unrolling and communication hidingFull-text access may be available. Sign in or learn about subscription options.pp. 130-137
by Xiao-Wei Guo, Chao Li, Wei Li, Yu Cao, Yi Liu, Ran Zhao, Sen Zhang, Canqun Yang
Improving parallel performance of ensemble learners for streaming data through data locality with mini-batchingFull-text access may be available. Sign in or learn about subscription options.pp. 138-146
by Guilherme Cassales, Heitor Gomes, Albert Bifet, Bernhard Pfahringer, Hermes Senger
Batched Pattern-Aware Cache Management Strategy for Astronomical Time Series Sub-images RetrievalFull-text access may be available. Sign in or learn about subscription options.pp. 147-154
by Chao Sun, Qinlong Kang, Ce Yu, Jie Wang, Xiaoteng Hu
An Application-Driven Approach to Mitigate Aging by Tuning the TLP and Allocation StrategiesFull-text access may be available. Sign in or learn about subscription options.pp. 155-162
by Thiarles S. Medeiros, Janaina Schwarzrock, Antoni C. Navarro, Fábio D. Rossi, Marcelo C. Luizelli, Antonio Carlos S. Beck, Arthur F. Lorenzon
Design of Converged Network Coding Layer for the Ethernet and HPC High-Speed NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 163-169
by Chao Wang, Weixia Xu, Mingche Lai, Jijun Cao
Low-cost MPI Multithreaded Message Matching BenchmarkingFull-text access may be available. Sign in or learn about subscription options.pp. 170-179
by Whit Schonbein, Scott Levy, W. Pepper Marts, Matthew G. F. Dosanjh, Ryan E. Grant
Data Layout Transformation for Stencil Computations Using ARM NEON ExtensionFull-text access may be available. Sign in or learn about subscription options.pp. 180-188
by Kaifang Zhang, Huayou Su, Peng Zhang, Yong Dou
CLOCK-RWRF: A Read-Write-Relative-Frequency Page Replacement Algorithm for PCM and DRAM of Hybrid MemoryFull-text access may be available. Sign in or learn about subscription options.pp. 189-196
by Huiyu Wang, Zhaoyan Shen, Mengying Zhao, Xiaojun Cai, Zhiping Jia
An Efficient Multi-GPU Implementation for Linear-Response Time-Dependent Density Functional TheoryFull-text access may be available. Sign in or learn about subscription options.pp. 197-205
by Qingcai Jiang, Lingyun Wan, Shizhe Jiao, Wei Hu, Junshi Chen, Hong An
Reinforcement Learning based Heterogeneous Resource Provisioning for Cloud Web ApplicationsFull-text access may be available. Sign in or learn about subscription options.pp. 206-213
by Yipei Fang, Zhicheng Cai
Age-Aware Query Evaluation for Big Data Analytics in Mobile Edge CloudsFull-text access may be available. Sign in or learn about subscription options.pp. 214-222
by Qiufen Xia, Wenhao Ren, Mingchu Li, Jiankang Ren
A Reinforcement Learning-Based Virtual Machine Placement Strategy in Cloud Data CentersFull-text access may be available. Sign in or learn about subscription options.pp. 223-230
by Saiqin Long, Zhetao Li, Yun Xing, Shujuan Tian, Dongsheng Li, Rong Yu
Handling Large-Scale SAR Image Data on Network-based Compute systems using Divisible load paradigmFull-text access may be available. Sign in or learn about subscription options.pp. 231-238
by Gokul Madathupalyam Chinnappan, Bharadwaj Veeravalli
Effective Exploration of Thread Throttling and Thread/Page Mapping on NUMA SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 239-246
by Janaina Schwarzrock, Hiago Mayk G. de A. Rocha, Antonio Carlos S. Beck, Arthur F. Lorenzon
ParallelNAS: A Parallel and Distributed System for Neural Architecture SearchFull-text access may be available. Sign in or learn about subscription options.pp. 247-254
by Xiaoyang Qu, Jianzong Wang, Jing Xiao
Resource Aware Task Clustering for Scientific Workflow Execution in High Performance Computing EnvironmentsFull-text access may be available. Sign in or learn about subscription options.pp. 255-262
by Ayesh Weerasinghe, Kalana Wijethunga, Randika Jayasekara, Indika Perera, Anuradha Wickramarachchi
An Improved DVFS Algorithm for Energy-Efficient Real-time Task SchedulingFull-text access may be available. Sign in or learn about subscription options.pp. 263-272
by Ke Yu, Yun Yang, Hongwang Xiao, Jinjun Chen
TReM: A Task Revocation Mechanism for GPUsFull-text access may be available. Sign in or learn about subscription options.pp. 273-282
by Manos Pavlidakis, Stelios Mavridis, Nikos Chrysos, Angelos Bilas
DCache: A Distributed Cache Mechanism for HDFS based on RDMAFull-text access may be available. Sign in or learn about subscription options.pp. 283-291
by Xiao Zhang, Binbin Liu, Zian Gou, Jia Shi, Xiaonan Zhao
DRS+: Load Shedding Meets Resource Auto-Scaling in Distributed Stream ProcessingFull-text access may be available. Sign in or learn about subscription options.pp. 292-301
by Kailin Tang, Zhifeng Hao, Ruichu Cai, Tom Z. J. Fu, Yin Yang, Li Wang, Marianne Winslett, Zhenjie Zhang
DSANA: A distributed machine learning acceleration solution based on dynamic scheduling and network accelerationFull-text access may be available. Sign in or learn about subscription options.pp. 302-311
by Runhua Zhang, Guowei Shen, Liangyi Gong, Chun Guo
Ranked Communication Channel Confidence for Multi-Agent Reinforcement LearningFull-text access may be available. Sign in or learn about subscription options.pp. 312-319
by Dongzi Wang, Mingyang Geng, Bo Ding, Dawei Feng
Federated Learning Based Mobile Crowd Sensing with Unreliable User DataFull-text access may be available. Sign in or learn about subscription options.pp. 320-327
by Yuhong Jiang, Rong Cong, Chang Shu, Anqi Yang, Zhiwei Zhao, Geyong Min
HeterSupervise: Package-level Android Malware Analysis Based on Heterogeneous GraphFull-text access may be available. Sign in or learn about subscription options.pp. 328-335
by Jianguo Jiang, Zhaoce Liu, Min Yu, Gang Li, Song Li, Chao Liu, Weiqing Huang
Profit-driven Computation Offloading for Mobile Edge Computing in Wireless Metropolitan Area NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 336-343
by Hualong Huang, Kai Peng, Xiaolong Xu
Isolation Guarantee for Efficient Virtualized Network I/O on Cloud PlatformFull-text access may be available. Sign in or learn about subscription options.pp. 344-351
by Ye Yang, Haiyang Jiang, Yongzheng Liang, Yulei Wu, Yilong Lv, Xing Li, Gaogang Xie
Dynamical Controller Placement Among SDN Space-Terrestrial Integrated NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 352-359
by Xuhui Zhang, Feilong Tang, Lijun Cao, Long Chen, Jiadi Yu, Wenchao Xu, Xingjun Zhang, Jianjun Lei, Zhibo Wang
A Spatial-Temporal Features Based Fingerprinting Method for Machine tools in DNC NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 360-368
by Zhongfeng Jin, Nan Li, Chao Liu, Meimei Li, Shaohua An, Weiqing Huang
On-line Traffic Scheduling optimization in IEEE 802.1Qch based Time-Sensitive NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 369-376
by Wei Quan, Jinli Yan, Xuyan Jiang, Zhigang Sun
Multi-Layer and Heterogeneous Resource Management in SDN-Based Space-Terrestrial Integrated NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 377-384
by Peng Dong, Min Gao, Feilong Tang, Lijun Cao, Xuhui Zhang, Ping Han, Yanqin Yang, Wenchao Xu, Xingjun Zhang
AI-Aided Game: Enhancing the Defense Performance of Scale-Free Network via Deep Reinforcement LearningFull-text access may be available. Sign in or learn about subscription options.pp. 385-392
by Ziyue Lu, Guoming Tang, Baochao Chen, Bangbang Ren, Sheng Chen, Deke Guo
An Efficient Algorithm for Clarification of Rumors with Limited Costs in Social NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 393-400
by Xiaopeng Yao, Guangxian Liang, Hejiao Huang, Chonglin Gu
An Enhanced Data Plane for Network Event Processing in Software Defined NetworkingFull-text access may be available. Sign in or learn about subscription options.pp. 401-408
by Hao Dong, Wei Mi, Yulei Wu, Lei Zhang, Jiadi Chen, E Yuepeng
Towards Aggregated Features: A Novel Proxy Detection Method Using NetFlow DataFull-text access may be available. Sign in or learn about subscription options.pp. 409-416
by Peipei Fu, Qingya Yang, Chang Liu, Zhenzhen Li, Gaopeng Gou, Gang Xiong, Li Guo
Reducing Tail Latency in Proactive Congestion Control via Moderate SpeculationFull-text access may be available. Sign in or learn about subscription options.pp. 417-424
by Dezun Dong, Ke Wu
DCTCP with Front Marking: Decouple ECN Control Loop From The Queuing DelayFull-text access may be available. Sign in or learn about subscription options.pp. 425-432
by Xu Ma, Yifei Lu, Zhengzhi Xu
Converging Credit-based and Reactive Datacenter Transport using ECN and RTTFull-text access may be available. Sign in or learn about subscription options.pp. 433-440
by Dinghuang Hu, Yang Bai, Dezun Dong, Shan Huang, Xiangke Liao
MTLH: Video QoE Monitoring for Encrypted Traffic via Multi-Task Learning with HierarchyFull-text access may be available. Sign in or learn about subscription options.pp. 441-448
by Lei Xu, Gang Xiong, Gaopeng Gou, Jie Chen, Tianyu Cui, Tianyi Shan
Context-Aware Learning for Anomaly Detection with Imbalanced Log DataFull-text access may be available. Sign in or learn about subscription options.pp. 449-456
by Peijie Sun, E Yuepeng, Tong Li, Yulei Wu, Jingguo Ge, Junling You, Bingzhen Wu
Freeway: An Order-less User-space Framework for Non-real-time ApplicationsFull-text access may be available. Sign in or learn about subscription options.pp. 457-464
by Yifan Shen, Ke Liu, Ziting Guo, Wenli Zhang, Guanghui Zhang, Vaneet Aggarwal, Mingyu Chen
How Many Users Behind A Local Recursive DNS Server? Estimated by Delta-Time Cluster ModelFull-text access may be available. Sign in or learn about subscription options.pp. 465-474
by Caiyun Huang, Yujia Zhu, Yong Sun, Qingyun Liu, Binxing Fang
Job-aware Communication Scheduling for DML Training in Shared ClusterFull-text access may be available. Sign in or learn about subscription options.pp. 475-482
by Bin Chen, Yuan Yang, Mingwei Xu
Automated Honeynet Deployment Strategy for Active Defense in Container-based CloudFull-text access may be available. Sign in or learn about subscription options.pp. 483-490
by Tong Kong, Liming Wang, Duohe Ma, Zhen Xu, Qian Yang, Zhitong Lu, Yijun Lu
SiegeCannon: Detecting Malicious Infrastructures by Analyzing Integral Characteristics of Involved Server FlocksFull-text access may be available. Sign in or learn about subscription options.pp. 491-498
by Yixin Li, Xi Luo, Liming Wang, Jing Yang, Zhen Xu
Dynamic Processing while Transmitting for SDN-based Space-Terrestrial Integrated NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 499-506
by Guangxiong Wu, Feilong Tang, Lijun Cao, Ping Han, Yanqin Yang, Wenchao Xu, Xingjun Zhang
A Tucker Decomposition Based on Adaptive Genetic Algorithm for Efficient Deep Model CompressionFull-text access may be available. Sign in or learn about subscription options.pp. 507-512
by Cheng Dai, Hongqiang Cheng, Xingang Liu
Efficient Design of Hybrid Half-band Multi-stage Filter Based on Simulated Annealing AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 513-518
by Wei Hu, Chongwei Zheng, Yonghao Wang, Jin Zhang, Cen Chen, Zeng Zeng
An Efficient Low Delay Task Scheduling Algorithm Based on Ant Colony System in Heterogeneous EnvironmentsFull-text access may be available. Sign in or learn about subscription options.pp. 519-524
by Pei Yang, Jing Liu, Cen Chen, Yucheng Ding, Chunhua Deng, Zeng Zeng
Numerical Study of Fluid-Structure Interaction Dynamics under High-explosive Detonation on Massively Parallel ComputersFull-text access may be available. Sign in or learn about subscription options.pp. 525-531
by Sen Zhang, Xiao-Wei Guo, Chao Li, Yi Liu, Ran Zhao, Canqun Yang
An Efficient Approach to Vectorize the Hybrid Breadth-First SearchFull-text access may be available. Sign in or learn about subscription options.pp. 532-537
by Chi Zhu, Weixuan Shi, Zhiguang Chen, Nong Xiao, Yutong Lu
An improved reinforcement learning approach to solve flow job scheduling problemsFull-text access may be available. Sign in or learn about subscription options.pp. 538-544
by Dapeng Hu, Xuesong Jiang, Jian Wang
Performance Analysis and Optimization for MTTKRP of Sparse Tensor on CPU and GPUFull-text access may be available. Sign in or learn about subscription options.pp. 545-550
by Rong Hu, Wangdong Yang, Xu Zhou, Kenli Li, Keqin Li
Lightweight Proofs of Storage with Public Verifiability from LatticesFull-text access may be available. Sign in or learn about subscription options.pp. 551-558
by Miaomiao Tian, Zhen Xie, Hong Zhong, Zhili Chen
An Empirical Analysis on the Role of WSDL Metrics in Web Service Anti-Pattern PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 559-564
by Sahithi Tummalapalli, Lov Kumar, Lalita Bhanu Murthy Neti, Aneesh Krishna
Observability in Kubernetes Cluster: Automatic Anomalies Detection using PrometheusFull-text access may be available. Sign in or learn about subscription options.pp. 565-570
by Octavian Mart, Catalin Negru, Florin Pop, Aniello Castiglione
Communication Optimization Strategy for Molecular Dynamics Simulation on Sunway TaihuLightFull-text access may be available. Sign in or learn about subscription options.pp. 571-578
by Bei Wang, Yifeng Chen, Chaofeng Hou
FedMONN: Meta Operation Neural Network for Secure Federated AggregationFull-text access may be available. Sign in or learn about subscription options.pp. 579-584
by Dan Meng, Hongyu Li, Fan Zhu, Xiaolin Li
High-Performance Object Detection for Optical Remote Sensing Images with Lightweight Convolutional Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 585-592
by Jia Liu, Renhua Liu, Kaijun Ren, Xiaoyong Li, Jianjian Xiang, Shaohua Qiu
Multi-Ring on-Chip Interconnected Architecture for Spiking Neural Network Hardware ImplementationsFull-text access may be available. Sign in or learn about subscription options.pp. 593-598
by Junxiu Liu, Dong Jiang, Yuling Luo, Senhui Qiu
Dual-loss path CNNs fusion architecture for image restoration with scattered dataFull-text access may be available. Sign in or learn about subscription options.pp. 599-606
by Linli Xu, Jing Han, Lianfa Bai
A Neural Network-Based Optimal Tile Size Selection Model for Embedded Vision ApplicationsFull-text access may be available. Sign in or learn about subscription options.pp. 607-612
by Xiaoyan Zhuo, Iman Nandi, Taha Azzaoui, Seung Woo Son
EdgeLD: Locally Distributed Deep Learning Inference on Edge Device ClustersFull-text access may be available. Sign in or learn about subscription options.pp. 613-619
by Feng Xue, Weiwei Fang, Wenyuan Xu, Qi Wang, Xiaodong Ma, Yi Ding
Job Placement Strategy with Opportunistic Resource Sharing for Distributed Deep Learning ClustersFull-text access may be available. Sign in or learn about subscription options.pp. 620-627
by Hongliang Li, Ting Sun, Xiang Li, Haixiao Xu
HySync: Hybrid Federated Learning with Effective SynchronizationFull-text access may be available. Sign in or learn about subscription options.pp. 628-633
by Guomei Shi, Li Li, Jun Wang, Wenyan Chen, Kejiang Ye, ChengZhong Xu
Overcoming Memory Constraint for Improved Target Classification Performance on Embedded Deep Learning SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 634-639
by Fan Wu, Huanghe Liu, Zongwei Zhu, Cheng Ji, Chun Jason Xue
MAMAP: Congestion Relieved Memetic Algorithm based Mapping Method for Mapping Large-Scale SNNs onto NoC-based Neuromorphic HardwareFull-text access may be available. Sign in or learn about subscription options.pp. 640-647
by Limeng Zhang, Shiming Li, Lianhua Qu, Ziyang Kang, Shiying Wang, Jihua Chen, Lei Wang
Mobile Real-time Facial Expression Tracking with the Assistant of Public AI-as-a-ServiceFull-text access may be available. Sign in or learn about subscription options.pp. 648-654
by Xuncheng Liu, Jingyi Wang, Weizhan Zhang, Qinghua Zheng
MobileRE: A Hybrid Fault Tolerance Strategy Combining Erasure Codes and Replicas for Mobile Distributed ClusterFull-text access may be available. Sign in or learn about subscription options.pp. 655-660
by Yu Wu, Duo Liu, Xianzhang Chen, Jinting Ren, Renping Liu, Yujuan Tan, Zilin Zhang
An Efficient Task Offloading Strategy in Cloud-Edge Computing Under Deadline ConstraintsFull-text access may be available. Sign in or learn about subscription options.pp. 661-667
by Yu Liu, Xiaoting Wang, Min Cheng, Jie Wang, Yi Zhang
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