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ORCID20th HPCC / 16th SmartCity / 4th DSS 2018: Exeter, United Kingdom
- 20th IEEE International Conference on High Performance Computing and Communications; 16th IEEE International Conference on Smart City; 4th IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2018, Exeter, United Kingdom, June 28-30, 2018. IEEE 2018, ISBN 978-1-5386-6614-2
Session HPCC-1: Parallel Algorithm Applications
- Xianyun Wu, Ru Wang, Yunsong Li, Kai Liu:
Parallel Computing Implementation for Real-Time Image Dehazing Based on Dark Channel. 1-5 - Wenjing Wei, Changrong Li, Jun Guo:
Improved Parallel Algorithms for Sequential Minimal Optimization of Classification Problems. 6-13 - Fei Wang, Xuanhua Shi, Dongxiao Yu, Zhixiang Ke, Hai Jin, Song Wu:
SDPA: An Optimizer for Program Analysis of Data-Parallel Applications. 14-21 - Meikang Qiu, Keke Gai
:
Heterogeneous Assignment of Functional Units with Gaussian Execution Time on A Tree. 22-29 - Ming Zeng, Viktoria Fodor:
On the Performance of Parallel Processing in Dynamic Resource Sharing Systems. 30-36
Session HPCC-2: Parallel Data Structures and Algorithms and Computational Tuning
- Haoran Li, Harumichi Yokoyama, Takuya Araki:
Merge-Based Parallel Sparse Matrix-Sparse Vector Multiplication with a Vector Architecture. 43-50 - Jiaqi Liu, Qingfeng Du, Jincheng Xu:
A Learning-Based Adjustment Model with Genetic Algorithm of Function Point Estimation. 51-58 - Yongquan Feng, Wenjing Yang, Liaoyuan Sun, Zhipeng Lin, Yongjun Zhang:
High-Performance Implementation of Matrix-Free Runge-Kutta Discontinuous Galerkin Method for Euler Equations. 59-66 - Qiaobin Fu, Nicholas P. Timkovich, Pierre Riteau, Kate Keahey:
A Step Towards Hadoop Dynamic Scaling. 67-74 - Peng Cheng, Yutong Lu, Yunfei Du, Zhiguang Chen:
Accelerating Scientific Workflows with Tiered Data Management System. 75-82 - Xiaohui Huang, Lizhe Wang, Jining Yan, Ze Deng, Shaoyuan Wang, Yan Ma:
Towards Building a Distributed Data Management Architecture to Integrate Multi-Sources Remote Sensing Big Data. 83-90 - Rami Ibrahim, M. Omair Shafiq:
Towards a New Approach for Empowering the MR-DBSCAN Clustering for Massive Data Using Quadtree. 91-98
Session HPCC-3: Memory and File Systems I
- Grant Mackey, Michael Agun, Mark A. Heinrich, Rob Ryan, Jie Yu:
Igloos Make the Cold Bearable: A Novel HDD Technology for Cold Storage. 99-108 - Anke Kreuzer, Jorge Amaya, Norbert Eicker, Raphaël Léger, Estela Suarez:
The DEEP-ER Project: I/O and Resiliency Extensions for the Cluster-Booster Architecture. 109-116 - Nana Wang, Qingzheng Sun, Yi Liu, Depei Qian:
Mitigating I/O Impact of Checkpointing on Large Scale Parallel Systems. 117-123 - Ningxin Zheng, Quan Chen, Chen Chen, Minyi Guo:
CLIBE: Precise Cluster-Level I/O Bandwidth Enforcement in Distributed File System. 124-131 - Ze Deng, Lizhe Wang, Junde Chu, Xiaohui Huang, Wei Han, Albert Y. Zomaya:
An Indexing Approach for Efficient Supporting of Continuous Spatial Approximate Keyword Queries. 132-139
Session HPCC-4: Memory and File Systems II
- Yujing Feng, Taoran Xiang, Xiaochun Ye, Dongrui Fan, Da Wang, Dongdong Wu, Zhimin Tang:
Optimizing the Efficiency of Data Transfer in Dataflow Architectures. 140-149 - Junpeng Niu, Jun Xu, Grant Mackey, Lihua Xie:
Networked Storage System Simulation and Performance Analysis. 150-157 - Qiuping Dai, Hui Li:
An Advanced TCAM-SRAM Architecture for Ranges Towards Minimizing Packet Classifiers. 158-163 - Carlos Ramón Rangel, Alvaro Wong, Dolores Rexachs, Emilio Luque:
Improving SPMD Applications through Reduced Cache Miss Rate. 164-171 - Yanchao Zhu, Yi Liu, Mingzhen Li, Depei Qian:
Block-Checksum-Based Fault Tolerance for Matrix Multiplication on Large-Scale Parallel Systems. 172-179
Session HPCC-5: Parallel Programming Model Optimizations
- Feihao Wu, Chen Cui, Juan Chen, Yong Dong, Wenxu Zheng, Xiaodong Pan:
ARMetis: OpenFOAM Oriented AR Based Mesh Partitioning Optimization Method. 180-187 - Peng Xiao, Zigeng Wang, Sanguthevar Rajasekaran:
Novel Speedup Techniques for Parallel Singular Value Decomposition. 188-195 - Chenxu Wang, Tingting Cai, Guang Suo, Yutong Lu, Enqiang Zhou:
DistForest: A Parallel Random Forest Training Framework Based on Supercomputer. 196-204 - Jianrui Chen, Li Zhang, Fei Hao, Zhao Huang:
Community Detection in Temporal Networks with Dynamical Differential Equations. 205-210 - Takuya Edamatsu, Daisuke Takahashi:
Acceleration of Large Integer Multiplication with Intel AVX-512 Instructions. 211-218
Session HPCC-6: Optimizations for Deep Learning
- Qiao Pan, Chunru Yu, Dehua Chen, Lan Xiang:
Joint Extraction of Entities and Relations of Breast Ultrasound Reports Based on Deep Learning. 219-225 - Anh-Tu Ngoc Tran, Huu-Phu Nguyen, Minh-Tri Nguyen, Thanh-Dang Diep, Nguyen Quang-Hung, Nam Thoai:
pyMIC-DL: A Library for Deep Learning Frameworks Run on the Intel® Xeon Phi™ Coprocessor. 226-234 - Kalthoum Zaouali, Rojdi Rekik, Ridha Bouallegue:
Deep Learning Forecasting Based on Auto-LSTM Model for Home Solar Power Systems. 235-242 - Taoran Xiang, Yujing Feng, Xiaochun Ye, Xu Tan, Wenming Li, Yatao Zhu, Meng Wu, Hao Zhang, Dongrui Fan:
Accelerating CNN Algorithm with Fine-Grained Dataflow Architectures. 243-251 - Qiucen Li, Fangming Zhong, Liang Zhao:
Adaptive Multimodal Hypergraph Learning for Image Classification. 252-257
Session HPCC-7: Machine Learning I
- Xiaoteng Hu, Ce Yu, Bingyao Li, Shanjiang Tang, Jian Xiao, Yanyan Huang:
GAIDR: An Efficient Time Series Subsets Retrieval Method for Geo-Distributed Astronomical Data. 258-265 - Zhikui Chen, Xiru Qiu, Liang Zhao, Jianing Du:
Dual Graph-Regularized Multi-view Feature Learning. 266-273 - Jun Li, Peiyuan Sun, Qianren Mao, Jianxin Li:
Path-Graph Fusion Based Community Detection over Heterogeneous Information Network. 274-281 - Tian Lan, Chen Li, Jianxin Li:
Mining Semantic Variation in Time Series for Rumor Detection Via Recurrent Neural Networks. 282-289 - Guohao Huang, Hao Jiang, Jing Xie, Yuanyuan Zeng, Shuwen Yi:
Online Learning Framework Based on User-Centric Access Behavior. 290-297 - Pan Qiao, Yanhong Jin, Dehua Chen, Yuanyuan Zhang:
Image and Text Fusion for Character-Based Breast Cancer Classification. 298-305
Session HPCC-8: Machine Learning II
- Jingyu Zhang, Yefu Wu, Haojun Huang, Guolin Hou:
A New Human Eye Tracking Method Based on Tracking Module Feedback TLD Algorithm. 306-312 - Ting Zhang, Hui Chi, Zhaolian Ouyang:
Detecting Research Focus and Research Fronts in the Medical Big Data Field Using Co-word and Co-citation Analysis. 313-320 - Yong Wang, Li Li:
An Improved Personalized Recommendation Based on Purchasing Power and Browsed Images. 321-328 - Zhuang Zou, Jingguo Ge, Hongbo Zheng, Yulei Wu, Chunjing Han, Zhongjiang Yao:
Encrypted Traffic Classification with a Convolutional Long Short-Term Memory Neural Network. 329-334 - Zhongjiang Yao, Jingguo Ge, Yulei Wu, Xiaodan Zhang, Qiang Li, Lei Zhang, Zhuang Zou:
Meek-Based Tor Traffic Identification with Hidden Markov Model. 335-340 - Liang Zhao, Ahmed Abdulkadir, Xiaochun Tang, Na Lin, Cuiwei Liu, Jiajia Li:
A Weather-Assisted Driver Experiences Based Path Selection Method. 341-345
Session HPCC-9: Machine Learning III
- Tingting Luan, Zhongmin Yan, Shidong Zhang, Yongqing Zheng:
Fraudster Detection Based on Label Propagation Algorithm. 346-353 - Guangping Xu, Yi Zhang, Sheng Lin, Kai Shi, Quan Yu, Chi Wan Sung:
PM-RAD: An Efficient Restore Algorithm in Deduplication by Pattern Matching. 354-361 - Ying Yang, Cuicui Kang, Gaopeng Gou, Zhen Li, Gang Xiong:
TLS/SSL Encrypted Traffic Classification with Autoencoder and Convolutional Neural Network. 362-369 - Yanfang Liu, Jianghua Lv, Shilong Ma:
A Real Time Anomaly Detection Method Based on Variable N-Gram for Flight Data. 370-376 - Mei Yu, Jie Zhang, Tianyi Xu, Mankun Zhao, Zhiqiang Liu, Ruiguo Yu, Mengrui Pan, Hongyue Mao:
A Knowledge Recommendation Algorithm Based on Time Migration. 377-383
Session HPCC-10: Computational Analysis
- Lu Shen, Jiagao Wu, Yongrong Wang, Linfeng Liu:
Towards Load Balancing for LSH-based Distributed Similarity Indexing in High-Dimensional Space. 384-391 - Yongnan Li:
An Improved Molecular Computation Model of Integer Power Using Self-Assembly of DNA Tiles. 392-399 - Zhipeng Lin, Xinhai Xu, Wenjing Yang, Hao Li, Yongquan Feng, Yongjun Zhang:
A Layered Communication Optimization Method Based on OpenFOAM. 400-407 - Yixian Shen:
Teno: An Efficient High-Throughput Computing Job Execution Framework on Tianhe-2. 408-415 - Hui Xia, Ligang He, Bin Wang, Cheng Chang, Xie Han, Carsten Maple:
Developing Offloading-Enabled Application Development Frameworks for Android Mobile Devices. 416-421 - Libo Jiao, Hao Yin, Haojun Huang, Dongchao Guo, Yongqiang Lyu:
Computation Offloading for Multi-user Mobile Edge Computing. 422-429
Session HPCC-11: Network Design and Monitoring I
- Qiang Liu, Nageswara S. V. Rao:
On Concavity and Utilization Analytics of Wide-Area Network Transport Protocols. 430-438 - Karthikeyan Arunachalam, Jamsheed Manja Ppallan, Sweta Jaiswal, Rohit Shankar Lingappa, Vikash Balasubramanian, Karthikeyan Subramaniam:
Layer 4 Accelerator (L4A) for Optimizing Network Protocol Latencies in Mobile Devices. 439-448 - Sukhdeep Singh, Ravneet Kour, Yaswanth Kumar Gulla, Navrati Saxena, Abhishek Roy, Bharat J. R. Sahu:
SPEAD: Smart P-GW for Enhanced Access Discovery and Selection for NGCN. 449-456 - Shadi Sadeghpour, Muhammad Jaseemuddin, Saleh Kharbish:
Cluster-Based Cache Placement in 5G Network. 457-465 - Chunjing Han, Chunhong Zhao, Zhuang Zou, Haina Tang, Junling You:
PATIP-TREE: An Efficient Method to Look up the Network Address Attribution Information. 466-473
Session HPCC-12: Network Design and Monitoring II
- Yuxiang Ma, Yulei Wu, Jun Li, Jingguo Ge:
A New Architecture for Distributed Computing in Named Data Networking. 474-479 - Junbao Zhang, Haojun Huang, Changlin Yang, Jizhao Liu, Yinting Fan:
Destination-Aware Social Routing for Mobile Opportunistic Networks. 480-486 - Lubna B. Mohammed, Muhammad Jaseemuddin, Alagan Anpalagan:
Fuzzy Soft-Set Based Approach for Femto-Caching in Wireless Networks. 487-494 - Lun Li, Zhiyu Hao, Yongzheng Zhang, Yongji Liu, Dahui Li:
Modeling for Traffic Replay in Virtual Network. 495-502 - Ahmad Fadel, Bernard Cousin, Ayman Khalil:
User Selection in 5G Heterogeneous Networks Based on Millimeter-Wave and Beamforming. 503-509
Session HPCC-13: Network Design and Monitoring III
- Christopher E. Giles, Christina L. Peterson, Mark A. Heinrich:
A Fast Discrete Event Driven Simulation Methodology for Computer Architectural Simulation. 510-517 - Jingren Chen, Yefu Wu, Haojun Huang, Bing Wu, Guolin Hou:
Driving-Data-Driven Platform of Driving Behavior Spectrum for Vehicle Networks. 518-525 - Satish Kumar, Paras Vishnoi, Arnab Sarkar, Arijit Sur:
QoE Aware Resource Allocation for Multi-view Video Flows in LTE. 526-532 - Nirmala Shenoy, Shashank Rudroju, Jennifer Schneider:
An Emergency Internet Bypass Lane Protocol. 533-540 - Jie Cui, Qinghe Lu, Hong Zhong, Miaomiao Tian, Lu Liu:
SMCLBRT: A Novel Load-Balancing Strategy of Multiple SDN Controllers Based on Response Time. 541-546 - Xu Chen, Feng Shi, Fei Yin, Zenghui Wei, Xiaojun Wang:
An Efficient Distributed Minimal Routing Algorithm for Triplet-Based WK-recursive Network. 547-554
Session HPCC-14: Security
- Rihab Boussada, Mohamed Elhoucine Elhdhili, Leïla Azouz Saïdane:
A Lightweight Privacy-Preserving Solution for IoT: The Case of E-Health. 555-562 - Shunan Ma:
Towards Effective Genetic Trust Evaluation in Open Network. 563-569 - Ping Zhao, Hongbo Jiang, Chen Wang, Haojun Huang:
Non-asymptotic Bound on the Performance of k-Anonymity against Inference Attacks. 570-577
Session HPCC-15: CPUs, GPUs and Multi-core Architectures I
- Zhaoyun Chen, Lei Luo, Wei Quan, Yang Shi, Jie Yu, Mei Wen, Chunyuan Zhang:
Multiple CNN-based Tasks Scheduling across Shared GPU Platform in Research and Development Scenarios. 578-585 - Chengxin Guo, Hong Chen, Cuiping Li, Tianzhen Wu:
A Memory Access Reduced Sort on Multi-core GPU. 586-593 - Mingzhen Li, Yi Liu, Hailong Yang, Zhongzhi Luan, Depei Qian:
Multi-role SpTRSV on Sunway Many-Core Architecture. 594-601 - Ran Zheng, Qingyue Hu, Hai Jin:
GPUPerfML: A Performance Analytical Model Based on Decision Tree for GPU Architectures. 602-609 - Rodrigo Escobar, Rajendra V. Boppana:
Performance Prediction of Parallel CPU and GPU Applications Using Fractals. 610-617
Session HPCC-16: CPUs, GPUs and Multi-core Architectures II
- Shiqing Zhang, YaoHua Yang, Li Shen, Zhiying Wang:
Efficient Data Communication between CPU and GPU through Transparent Partial-Page Migration. 618-625 - Keiichiro Fukazawa, Masatsugu Ueda, Yuichi Inadomi, Mutsumi Aoyagi, Takayuki Umeda, Koji Inoue:
Performance Analysis of CPU and DRAM Power Constrained Systems with Magnetohydrodynamic Simulation Code. 626-631 - Yichan Li, Jing-Yang Gao, Cheng Ling, Haoyu Zhang:
GPU Parallelism of Phylogenetic Likelihood Estimates for Protein Data. 632-639 - Alexandre da Costa Sena, Leandro A. J. Marzulo, Aline de Paula Nascimento, Cristina Nader Vasconcelos:
A Malleable Vectorized Auction Algorithm for Modern Multicore Architectures. 640-648 - Shizhao Chen, Jianbin Fang, Donglin Chen, Chuanfu Xu, Zheng Wang:
Adaptive Optimization of Sparse Matrix-Vector Multiplication on Emerging Many-Core Architectures. 649-658
Session HPCC-17: CPUs, GPUs and Multi-core Architectures III
- Sanjay Moulik, Rajesh Devaraj, Arnab Sarkar:
HETERO-SCHED: A Low-Overhead Heterogeneous Multi-core Scheduler for Real-Time Periodic Tasks. 659-666 - Kaiqi Zhou, Bo Wan, X. I. Li, B. O. Zhang, Caixu Zhao, Chao Wang:
Supporting Predictable Servant-Based Execution Model on Multicore Platforms. 667-674 - Shashank Adavally, Krishna Kavi:
3D-DRAM Performance for Different OpenMP Scheduling Techniques in Multicore Systems. 675-683 - Yu Zhang, Yu-Fen Yu, Jiankang Chen:
SMR: Scalable MapReduce for Multicore Systems. 684-691
Session HPCC-18: The Cloud and Virtual Systems I
- Honggang Zhou, Yunchun Li, Jie Jia, Weichen Qi, Hailong Yang:
SparkOT: Diagnosing Operation Level Inefficiency in Spark. 692-699 - Wenlong Tian, Ruixuan Li, Weijun Xiao, Zhiyong Xu:
PTS-Dep: A High-Performance Two-Party Secure Deduplication for Cloud Storage. 700-707 - Wei Ling, Chen Tian, Lin Ma, Ziang Hu:
Lite-Service: A Framework to Build and Schedule Telecom Applications in Device, Edge and Cloud. 708-717 - Mimouna Alkhonaini, Hoda El-Sayed:
Minimizing Delay Recovery in Migrating Data between Physical Server and Cloud Computing Using Reed-Solomon Code. 718-724 - Mimouna Alkhonaini, Hoda El-Sayed:
Optimizing Performance in Migrating Data between Non-cloud Infrastructure and Cloud Using Parallel Computing. 725-732
Session HPCC-19: The Cloud and Virtual Systems II
- Yulei Xue, Haitao Zhang, Huadong Ma:
Performance Evaluation of Image and Video Cloud Services. 733-741 - Hussain Al-Aqrabi, Richard Hill:
Dynamic Multiparty Authentication of Data Analytics Services Within Cloud Environments. 742-749 - Hong Ding, Chuang Zhang, Xiaojun Chen, Jinqiao Shi, Wenan Wang:
Cloud-MOM: A Content-Based Real-Time Message-Oriented Middleware for Cloud. 750-757 - Arthur Souza, Nélio Cacho, Ayman Noor, Prem Prakash Jayaraman, Alexander B. Romanovsky, Rajiv Ranjan:
Osmotic Monitoring of Microservices between the Edge and Cloud. 758-765 - Kudamaduwage Pubudu Nuwanthika Jayasena, Lin Li, Mohamed E. Abd Elaziz, Shengwu Xiong:
Multi-objective Energy Efficient Resource Allocation Using Virus Colony Search (VCS) Algorithm. 766-773 - Song Xu, Lei Liu, Lizhen Cui, Xiujuan Chang, Hui Li:
Resource Scheduling for Energy-Efficient in Cloud-Computing Data Centers. 774-780
Session HPCC-20: HPC Systems
- Zongze Li, Matthew Davidson, Song Fu, Sean Blanchard, Michael Lang:
Event Block Identification and Analysis for Effective Anomaly Detection to Build Reliable HPC Systems. 781-788 - Kishwar Ahmed, Jason Liu, Kazutomo Yoshii:
Enabling Demand Response for HPC Systems through Power Capping and Node Scaling. 789-796 - Song Wu, Fei Chen, Hai Jin, Liwei Lin, Rui Li:
Radar: Reducing Tail Latencies for Batched Stream Processing with Blank Scheduling. 797-804 - Alireza Ashayer, Seyedfaraz Yasrobi, Sam Thomas, Nasseh Tabrizi:
Performance Analysis of Hadoop Cluster for User Behavior Analysis. 805-809 - Shang Li, Po-Chun Huang, Bruce L. Jacob:
Exascale Interconnect Topology Characterization and Parameter Exploration. 810-819 - Thanh-Chung Dao:
In-Memory Hadoop on Supercomputers Using Memcached-Like Nodes for Data Storage Only. 820-827
Session AHPCN-1: Machine Learning I
- Chen Chen, Ben-yan Chen:
Complex Portfolio Selection Using Improving Particle Swarm Optimization Approach. 828-835 - Qinyun Liu, Qing Duan, Hongji Yang, William C. C. Chu:
A Hybrid Business Outlier Detection Algorithm Basing on Creative Computing Methods. 836-841 - Xiaoqun Yuan, Xiaowen Tong, Qing Fang, Wenhai Sun, Wenjing Lou:
A Service Strategy Selection in Collaboration Model for the Business Growth of Content Providers. 842-847 - Yu Liu, Jing Li, Yunlei Zhang, Jinna Lv, Bai Wang:
A High Performance Implementation of A Unified CRF Model for Trust Prediction. 848-853 - Bohang Chen, Qiongxia Huang, Yiping Chen, Li Cheng, Riqing Chen:
Deep Neural Networks for Multi-class Sentiment Classification. 854-859
Session AHPCN-2: Machine Learning II
- Raad Bin Tareaf, Philipp Berger, Patrick Hennig, Christoph Meinel:
ASEDS: Towards Automatic Social Emotion Detection System Using Facebook Reactions. 860-866 - Sapna Sapna, N. S. Sreenivasalu, Kolin Paul:
DAPP: Accelerating Training of DNN. 867-872 - Sean McDaniel-Gray, David L. Boothe, Alfred B. Yu, Dale R. Shires, Michela Taufer:
Leveraging In Situ Data Analysis to Enable Computational Steering of Brain's Neocortex Simulations with GENESIS. 873-880