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ORCID21st HPCC / 17th SmartCity / 5th DSS 2019: Zhangjiajie, China
- Zheng Xiao, Laurence T. Yang, Pavan Balaji, Tao Li, Keqin Li, Albert Y. Zomaya:
21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2019, Zhangjiajie, China, August 10-12, 2019. IEEE 2019, ISBN 978-1-7281-2058-4
Session HPCC 1: Parallel Algorithm Applications
- Shenghong Jiang, Yongmei Lei, Shuqing Wang, Dongxia Wang:
An Asynchronous ADMM Algorithm for Distributed Optimization with Dynamic Scheduling Strategy. 1-8 - Yi Li, Xu Tan, Rui Xue, Xiaochun Ye, Wenming Li, Da Wang, Hao Zhang, Dongrui Fan
:
A Sharing Path Awareness Scheduling Algorithm for Dataflow Architecture. 9-18 - Jianbo Zhang, Caikun Chen, Liang Tingnan, Hao Xia, Simin Zhou:
A Parallel Implementation of an XDraw Viewshed Algorithm with Spark. 19-28 - Penghong Wang, Lei Du, Zhihua Cui, Xingjuan Cai, Liping Xie:
A Multi-Objective Localization Algorithm with Real Average Distance in WSN. 29-36 - Hantao Xiong, Kenli Li, Xu Liu, Keqin Li:
A Multi-Block Grids Load Balancing Algorithm with Improved Block Partitioning Strategy. 37-44 - Xiangyu Lv, Wei Hu, Yonghao Wang:
A Dynamic Multi-Strategies Scheduling Algorithm for Heterogeneous Computing Systems. 45-50 - Tianfang Cheng, Yue Yang, Dapeng Qu:
A Forwarding Strategy Based on Recommendation Algorithm in Named Data Networking. 51-53 - Yao Liu, Qidan Liao, Jun Sun, Mengtao Hu, Li Liu, Lin Zheng:
A Heterogeneous Parallel Genetic Algorithm Based on SW26010 Processors. 54-61
Session HPCC 2: Parallel Data Structures and Algorithms and Computational Tuning
- Yaqiu Zhou, Yongmao Ren, Xu Zhou, Wanghong Yang, Yifang Qin:
A Scientific Data Traffic Scheduling Algorithm Based on Software-Defined Networking. 62-67 - Khin Nandar Win, Jianguo Chen, Guoqing Xiao, Yuedan Chen, Philippe Fournier-Viger:
A Parallel Crime Activity Clustering Algorithm Based on Apache Spark Cloud Computing Platform. 68-74 - Xiao Qi, Bin Liu, Yuancheng Li, Yanning Du, Yuxiang Li, Dangdang Niu:
A Parallel BMH String Matching Algorithm Based on OpenMP. 75-81 - Ran Zhao, Chao Li, Xiaowei Guo, Sijiang Fan, Yi Wang, Yi Liu, Canqun Yang:
A Lightweight Collective Communication Based Parallel Algorithm for the Greedy Point Selection in RBF Mesh Deformation. 82-89 - Chen Chen, Jianzhong Liu, Yanliang Zou, Tongliang Deng, Xiaomin Zhu, Shu Yin:
A Case Study on the Efficiency of User-Level Parallel File Systems. 90-97 - Shujin Cao, Kefeng Deng, Kaijun Ren, Xiaoyong Li, Tengfei Nie, Junqiang Song:
A Deadline-Constrained Scheduling Algorithm for Scientific Workflows in Clouds. 98-105
Session HPCC 3: Memory and File Systems
- Jinyuan Zhao, Zhigang Hu, Bing Xiong, Meiguang Zheng:
Performance Modelling and Optimization of Controller Cluster Deployments in Software-Defined WAN. 106-113 - Michelle Salomon, Sanjay Soundarajan, Jin H. Park:
PDMF: Parallel Dictionary Motif Finder on Multicore and GPU. 114-122 - Lei Zhu, Yan Liu, Zaimei Zhang:
ACWB: Access-Characteristic Write Buffer Management Scheme for Flash Memory. 123-129 - Rong Hu, Junjie Chen, Jianxun Liu, Qifeng Nian:
MDT: A Multi-Description Topic Based Clustering Approach for Composite-Service Discovery. 130-137 - Rui Zhang, Limin Xiao, Baicheng Yan, Bing Wei, Yi Zhou, Dong Wang:
A Source Code Analysis Method with Parallel Acceleration for Mining MPI Application Communication Counts. 138-145 - Jiang Wu, Bang Di, Jianhua Sun, Hao Chen, Xionghu Zhong, Daokun Hu, Chenlin Huang:
A Fast and Secure GPU Memory Allocator. 146-153 - Han Wu, Zhihao Shang, Katinka Wolter:
Performance Prediction for the Apache Kafka Messaging System. 154-161 - Yinan Li, Jigang Wu, Long Chen:
POEM+: Pricing Longer for Mobile Blockchain Computation Offloading with Edge Computing. 162-167
Session HPCC 4: Parallel Programming Model Optimizations
- Zekun Yin, Tianyu Zhang, André Müller, Hui Liu, Yanjie Wei, Bertil Schmidt, Weiguo Liu:
Efficient Parallel Sort on AVX-512-Based Multi-Core and Many-Core Architectures. 168-176 - Yaoqiang Xiao, Caixia Long, Jun Cao, Yating Chen, Yi Liu, Jing He, Zheng Xiao:
Chaotic Pilot and Synchronization Encryption of Optical OFDM System Based on Polar Code. 177-181 - Xiaomin Zhu, Yunhui Zeng, Yanjie Wei, Shengzhong Feng, Weiguo Liu, Pavan Balaji:
An Auto Code Generator for Stencil on SW26010. 182-190 - Thong Le Mai, Phat Thanh Do, Minh Thanh Chung, Nam Thoai:
An Apache Spark-Based Platform for Predicting the Performance of Undergraduate Students. 191-199 - Huihuang Yu, Zongwei Zhu, Xianglan Chen, Yuming Cheng, Yahui Hu, Xi Li:
Accelerating Distributed Training in Heterogeneous Clusters via a Straggler-Aware Parameter Server. 200-207 - Runyu Guan, Lianyang Li, Tao Wang, Yu Qin, Weiming Xiong, Qin Liu:
A Bayesian Improved Defense Model for Deceptive Attack in Honeypot-Enabled Networks. 208-214
Session HPCC 5: Optimizations for Deep Learning
- Fanrong Shi, Xianguo Tuo, Lili Ran, Zhenwen Ren, Simon X. Yang:
Fast Convergence Average Consensus-Based Time Synchronization with Innovative Implementation. 215-222 - Yusheng Yi, Jiang Xiao, Song Wu, Huichuwu Li, Hai Jin:
Failure Order: A Missing Piece in Disk Failure Processing of Data Centers. 223-230 - Di Kuang, Mengqiang Chen, Danyang Xiao, Weigang Wu:
Entropy-Based Gradient Compression for Distributed Deep Learning. 231-238 - Abed Alshreef, Jingling Yuan, Lin Li, Mesmin Junior Mbyamm K.:
Research on Adoption of Gene-Disease Identification and Recognition Phenotype Process in High-Performance Computing and Applications (HPCA) Research. 239-247 - Md Syadus Sefat, Semih Aslan, Jeffrey W. Kellington, Apan Qasem:
Accelerating HotSpots in Deep Neural Networks on a CAPI-Based FPGA. 248-256 - Hongtao Guan, Yijie Wang, Xingkong Ma, Yongmou Li:
A Distributed Class-Incremental Learning Method Based on Neural Network Parameter Fusion. 257-264 - Yingyao Rong, Jingjing Zhang, Jing Bian, Weigang Wu:
ERBFT: Efficient and Robust Byzantine Fault Tolerance. 265-272
Session HPCC 6: Machine Learning
- Xiaolong Liu, Jibao Wang, Ying Yang, Zigang Cao, Gang Xiong, Wei Xia:
Inferring Behaviors via Encrypted Video Surveillance Traffic by Machine Learning. 273-280 - Rafic Ayoubi, Jihad Daba, Samir Berjaoui:
FPGA Realization of MRC with Optimized Exponent for Adaptive Array Antennas. 281-288 - Xianya Fu, Rui Wang, Peixuan Zuo, Jiaming Zhou, Jia Zhai, Xiaodan Xie, Zhongzhi Luan, Depei Qian:
FLONet: Fewer Labeling Cost Active Learning for Deep Neural Network. 289-296 - Yiwei Lv, Minghao Hu, Chao Yang, YuanYan Tang, Hongjun Wang:
Extract, Attend, Predict: Aspect-Based Sentiment Analysis with Deep Self-Attention Network. 297-304 - Bo Wang, Jie Tang, Rui Zhang, Wei Ding, Shaoshan Liu, Deyu Qi:
Energy-Efficient Data Caching Framework for Spark in Hybrid DRAM/NVM Memory Architectures. 305-312 - Qinghao Shen, Ce Yu, Jian Xiao, Shanjiang Tang, Xiangfei Meng, Jianzeng Li:
Dynamic Scheduling of EDA Scientific Workflows in Hybrid Computing Environments. 313-320 - Shuqian An, Mingzhe Zhang, Xiaochun Ye, Da Wang, Hao Zhang, Dongrui Fan, Zhimin Tang:
C-MAP: Improving the Effectiveness of Mapping Method for CGRA by Reducing NoC Congestion. 321-328 - Minh-Tri Nguyen, Duong H. Le, Takuma Nakajima, Masato Yoshimi, Nam Thoai:
Attention-Based Neural Network: A Novel Approach for Predicting the Popularity of Online Content. 329-336 - Xin Zhou, Rongchun Li:
A Parallel Turbo Product Codes Decoder Based on Graphics Processing Units. 337-344 - Fei Peng, Guo-lou Ping, Shuang-kui Ge:
A Face Privacy Protection Scheme Using CNN Based ROI Editing. 345-352
Session HPCC 7: Computational Analysis
- Yuling Luo, Shuming Han, Junxiu Liu, Zhewei Liang, Su Yang:
Hash Hardware Generator Based on Mutual Perturbed Logistic Map. 353-358 - Zhuo Tang, Li Zhu, Yuquan Le, Kenli Li, Colin Cai:
Fusing Syntax and Word Embedding Knowledge for Measuring Semantic Similarity. 359-366 - Jianzeng Li, Xiangfei Meng, Jian Xiao, Ting Zhang, Huawen Sun, Xiuqian Peng:
Collaborative Management System Driven by Task Flow in Supercomputing Environment. 367-372 - Haiyang Pan, Yuhang Liu, Tianyue Lu, Mingyu Chen:
Characterizations and Architectural Implications of NVM's External DRAM Cache. 373-380 - Fangqi Wan, Guangjie Han, Gangyong Jia, Jian Wan, Congfeng Jiang:
Application-Grained Block I/O Analysis for Edge Computational Intelligent. 381-388 - Rakesh Pandey, Aryabartta Sahu:
Access-Aware Self-Adaptive Data Mapping onto 3D-Stacked Hybrid DRAM-PCM Based Chip-Multiprocessor. 389-396 - Li Ruan, Xiangrong Xu, Limin Xiao, Feng Yuan, Yin Li, Dong Dai:
A Comparative Study of Large-Scale Cluster Workload Traces via Multiview Analysis. 397-404 - Jiaqing Xu, Dongjing Cai, Jie He, Fuqiao Tang:
A Fault-Tolerant Routing Strategy with Graceful Performance Degradation for Fat-Tree Topology Supercomputer. 405-412
Session HPCC 8: Network Design and Monitoring
- Hongbo Li, Peng Cheng, Zhiguang Chen, Nong Xiao:
Pream: Enhancing HPC Storage System Performance with Pre-Allocated Metadata Management Mechanism. 413-420 - Peng Jiang, Peng Li, Tao Zhang, Weiyi Huang, Heng He, Lei Nie, Qin Liu:
Budget Constraint Roadside Units Placement for Traffic Flows Monitoring System with Reliability in Vehicular Networks. 421-428 - Susu Cui, Bo Jiang, Zhenzhen Cai, Zhigang Lu, Song Liu, Jian Liu:
A Session-Packets-Based Encrypted Traffic Classification Using Capsule Neural Networks. 429-436 - Yong Li, Zhi-Qun Song:
A Secure Wireless Communication Mechanism Based on Multi-WFRF. 437-442 - Meng Hao, Weizhe Zhang, Laurence Tianruo Yang:
PROFPRED: A Compiler-Level IR Based Performance Prediction Framework for MPI Industrial Applications. 443-451 - Mohamed Rahouti, Kaiqi Xiong, Tommy Chin, Peizhao Hu, Diogo Oliveira:
A Preemption-Based Timely Software Defined Networking Framework for Emergency Response Traffic Delivery. 452-459 - Na Lin, Feng Gao, Liang Zhao, Ahmed Al-Dubai, Zhiyuan Tan:
A 3D Smooth Random Walk Mobility Model for FANETs. 460-467
Session HPCC 9: Security
- Yudong Yan, Dan Tang, Sijia Zhan, Rui Dai, Jingwen Chen, Ningbo Zhu:
Low-Rate DoS Attack Detection Based on Improved Logistic Regression. 468-476 - Na Wang, Kun Zhu, Hongyan Qian, Ran Wang, Yuanyuan Xu:
Matching-Based Channel Assignment for Cooperative Sensing in Full-Duplex Cognitive Radio Networks. 477-483 - Zhong Liu, Xi Tian, Xiaowen Chen, Yuanwu Lei, Man Liao:
Efficient Large-Scale 1D FFT Vectorization on Multi-Core Vector Accelerator. 484-491 - Jiachen Zhu, Futai Zou:
Detecting Malicious Domains Using Modified SVM Model. 492-499 - Wajid Rafique, Xin He, Zifan Liu, Yuhu Sun, Wanchun Dou:
CFADefense: A Security Solution to Detect and Mitigate Crossfire Attacks in Software-Defined IoT-Edge Infrastructure. 500-509 - Tiago Barreto Goes Perez, Xiaobo Zhou, Liu Liu, Zhijun Ding:
Bottleneck-Aware Task Scheduling Based on Per-Stage and Multi-ML Profiling. 510-518 - Liang Zhao, Yufei Liu, Ahmed Al-Dubai, Zhiyuan Tan, Geyong Min, Lexi Xu:
A Learning-Based Vehicle-Trajectory Generation Method for Vehicular Networking. 519-526
Session HPCC 10: CPUs, GPUs, and Multi-Core Architectures
- Xinling Shen, Nan Li, Chao Liu, Mengnan Cai:
WMUD: A Whitelist Method of USB Devices Redirection for Virtual Desktop. 527-533 - Peilun Du, Zichang Sun, Haitao Zhang, Huadong Ma:
Feature-Aware Task Scheduling on CPU-FPGA Heterogeneous Platforms. 534-541 - Zaihong He, Jishun Kuang, Yanjie Tan, Wenjie Liu, Bin Sheng:
Design and Implementation of GPU Accelerated Active Storage in FastDFS. 542-551 - Omer Anjum, Simon Garcia De Gonzalo, Mert Hidayetoglu, Wen-Mei Hwu:
An Efficient GPU Implementation Technique for Higher-Order 3D Stencils. 552-561 - Qiqi Hu, Jianxi Chen, Dan Feng, Qing Yang, Bo Liu:
An Efficient Design and Implementation of Deduplication on Open-Channel SSDs. 562-569 - Can Peng, Chenlin Huang, Daokun Hu, Bang Di, Jianhua Sun, Hao Chen, Xionghu Zhong:
Address Randomization for Dynamic Memory Allocators on the GPU. 570-577 - Huang Huang, You Sheng, Lu Yutong:
A New Storage Workload Management Model for High-Performance I/O Systems. 578-582 - Jianguo Jiang, Qilei Yin, Zhixin Shi, Qiwen Wang, Wei Zhou:
A New Hybrid Approach for C&C Channel Detection. 583-590
Session HPCC 11: The Cloud and Virtual Systems
- Zhen Li, Hanbing Yao:
Dynamic Multi-Keyword Ranked Search Based on Simhash in Cloud Computing. 591-598 - Jian Wang, Chunxiao Ye, Yangfei Ou:
Dynamic Data Access Control for Multi-Authority Cloud Storage. 599-608 - S. M. Zobaed, Sahan Ahmad, Raju Gottumukkala, Mohsen Amini Salehi:
ClustCrypt: Privacy-Preserving Clustering of Unstructured Big Data in the Cloud. 609-616 - Xuan Liu, Bo Cheng, Yingting Li, Junliang Chen:
Availability-Aware Multi-Objective Virtual Cluster Allocation Optimization in Energy-Efficient Datacenters. 617-624 - Zhongxia Yan, Jingguo Ge, Yulei Wu, Hongbo Zheng, Liangxiong Li, Tong Li:
Automatic Virtual Network Embedding Based on Deep Reinforcement Learning. 625-631 - Huang Huang, Tong Xiao, Chuanying Li, Can Leng, Yutong Lu:
An Efficient Data Collection Module on Petascale Systems. 632-637 - Hamidreza Moradi, Wei Wang, Dakai Zhu:
Adaptive Performance Modeling and Prediction of Applications in Multi-Tenant Clouds. 638-645 - Rongkang Wang, Jianzhong Zhang, Yu Zhang, Mingxin Yin, Jingdong Xu:
A Real-Time Identification System for VoIP Traffic in Large-Scale Networks. 646-653
Session HPCC 12: HPC Systems
- Weihao Liang, Yong Chen, Hong An:
Interference-Aware I/O Scheduling for Data-Intensive Applications on Hierarchical HPC Storage Systems. 654-661 - Sahan Ahmad, S. M. Zobaed, Raju Gottumukkala, Mohsen Amini Salehi:
Edge Computing for User-Centric Secure Search on Cloud-Based Encrypted Big Data. 662-669 - Wenxu Zheng, Jianbin Fang, Chen Juan, Feihao Wu, Xiaodong Pan, Hao Wang, Xiaole Sun, Yuan Yuan, Min Xie, Chun Huang, Tao Tang, Zheng Wang:
Auto-Tuning MPI Collective Operations on Large-Scale Parallel Systems. 670-677 - Bo Wang, Fengyuan Ren:
An Empirical Study of Chunk Size Variation in DASH System. 678-686 - Takuya Fukuoka, Wataru Endo, Kenjiro Taura:
An Efficient Inter-Node Communication System with Lightweight-Thread Scheduling. 687-696 - Pasindu Tennage, Srinath Perera, Malith Jayasinghe, Sanath Jayasena:
An Analysis of Holistic Tail Latency Behaviors of Java Microservices. 697-705 - Dongli Zhou, Na Ruan, Weijia Jia:
A Robust Throughput Scheme for Bitcoin Network without Block Reward. 706-713 - Jianmin Zhang, Tiejun Li, Liquan Xiao:
A Reconfigurable Address Translation Cache for Interconnect Network of High Performance Computer. 714-717
Session HPCC 13: Image Encryption
- Shuliang Xu, Shenglan Liu, Lin Feng:
Neighborhood Graph Embedding for Nodes Clustering of Social Network. 718-725 - Xingjun Zhang, Xuan Zhang, Zhe Fu, Bocheng Yu, Scott Fowler:
Joint Distortion Estimation and Layer Selection of Unequal Error Protection for SVC Video Transmission over FSO Networks. 726-733 - Haichuan Wang, Xi Chen, Hongli Xu, Jianchun Liu, Liusheng Huang:
Joint Job Offloading and Resource Allocation for Distributed Deep Learning in Edge Computing. 734-741 - Bing Xiong, Rengeng Wu, Zhuofan Liao, Jin Wang:
Efficient Differentiated Storage Architecture for Large-Scale Flow Tables in OpenFlow Networks. 742-749 - Nathan Vance, Daniel Zhang, Dong Wang:
EdgeCache: A Game-Theoretic Edge-Based Content Caching System for Crowd Video Sharing. 750-757 - Majid Mumtaz, Junaid Akram, Ping Luo:
An RSA Based Authentication System for Smart IoT Environment. 758-765 - Yuhua Qiu, Xiaolong Xu, Fei Xia:
An Optimal Profit Route Planning Scheme Based on ACO-OPP. 766-773 - Fei Qi, Sijiang Huang, Tong Li, Haotian Yang, Xuejing Kang:
2D Henon-Chebyshev Chaotic Map for Image Encryption. 774-781
Session HPCC 14: Optimization Algorithms
- Xiao Liang, Heyao Chen:
HDSO: A High-Performance Dynamic Service Orchestration Algorithm in Hybrid NFV Networks. 782-787 - Li Lu, Bei Hua:
G-Match: A Fast GPU-Friendly Data Compression Algorithm. 788-795 - Zigeng Wang, Sanguthevar Rajasekaran:
Efficient Randomized Feature Selection Algorithms. 796-803 - Xiao Sun, Xiaolong Xu, Fei Xia:
CROA: A Content-Based Recommendation Optimization Algorithm for Personalized Knowledge Services. 804-810 - Xiaolong Liu, Ching-Yu Ho, Sifei Zheng, Shyan-Ming Yuan:
Comprehensive Evaluation of Large-Scale Parallel Matrix Factorization Algorithms. 811-818 - Juan Luo, Xin Fan, Luxiu Yin:
Communication-Aware and Energy Saving Virtual Machine Allocation Algorithm in Data Center. 819-826 - Jing Gao, Pei Shang Gu, Qing Ren, Xin Song:
Attitude Estimation Algorithm of Abnormal Gait Recognition with Dynamic Step Conjugate Gradient. 827-833 - Sijiang Fan, Xiaowei Guo, Chao Li, Ran Zhao, Yi Wang, Yi Liu, Canqun Yang:
APOAL: An Adaptive Parallel Optimization Algorithm for LBM Fluid Simulations. 834-840
Session HPCC 15: High Performance Systems
- Xiang Li, Guangping Xu, Hao Fan, Hongli Lu, Bo Tang, Yanbing Xue, Ziliang Zong:
Improving Read Performance of LSM-Tree Based KV Stores via Dual Grained Caches. 841-848 - Ruibang You, Zimu Yuan, Bibo Tu, Jie Cheng:
HP-SDDAN: High-Performance Software-Defined Data Access Network. 849-856 - Yan Liu, Guoqi Xie, Linlin Jin, Renfa Li:
Energy Optimization on Dynamic Multiple Functions Automotive Cyber-Physical Systems. 857-864 - Mianyang Yao, Long Chen, Tonglai Liu, Jigang Wu:
Energy Efficient Cooperative Edge Computing with Multi-Source Multi-Relay Devices. 865-870 - Xuelian Liu, Jigang Wu, Long Chen, Chengpeng Xia:
Efficient Auction Mechanism for Edge Computing Resource Allocation in Mobile Blockchain. 871-876 - Ruinan Nie, Jiawei Luo, Hoang Tu Nguyen:
Co-Regulatory Functional Module Detection Based on Affinity Propagation and Neighborhood Inflation. 877-884 - Aolong Zhou, Kaijun Ren, Xiaoyong Li, Wen Zhang, Xiaoli Ren:
Building Quick Resource Index List Using WordNet a