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5th CBD 2017: Shanghai, China
- Fifth International Conference on Advanced Cloud and Big Data, CBD 2017, Shanghai, China, August 13-16, 2017. IEEE Computer Society 2017, ISBN 978-1-5386-1072-5
Session 1: Keynote
- Jianwen Su, Yan Tang:
Business Intelligence Revisited. 1-6
Session 2: Cloud Computing and Applications I
- Guowei Huang, Lingjing Kong, Keke Wu, Zhi Chen:
A Bandwidth Allocation Policy for Helpers in Cloud-Assisted P2P Video-on-Demand Systems. 7-12 - Yiwen Li, Jian Yu:
A Dual-Buffer Based Acceleration Strategy for FW Block Algorithm on GPUS. 13-19 - Wenjiang Ding, Wei Li, Runhuan Zhang, Qianqian Zhang, Chenhao Yang:
A Large Scale Data Transmission Control Mechanism across Data Centers. 20-25 - Zhen Du, Zhuging Xu, Fang Dong, Dian Shen:
A Novel Solution of Cloud Operating System Based on X11 and Docker. 26-32 - Shasha Liao, Hongjie Zhang
, Guansheng Shu, Jing Li:
Adaptive Resource Prediction in the Cloud Using Linear Stacking Model. 33-38 - Yi Zhang, Jin Sun, Zebin Wu:
An Heuristic for Bag-of-Tasks Scheduling Problems with Resource Demands and Budget Constraints to Minimize Makespan on Hybrid Clouds. 39-44 - Tianlei Zheng, Yuqun Zhang, Xi Zheng
BigVM: A Multi-Layer-Microservice-Based Platform for Deploying SaaS. 45-50 - Wei Zheng, Bugingo Emmanuel
Cost Optimization for Scheduling Scientific Workflows on Clouds under Deadline Constraints. 51-56
Session 3: Cloud Computing and Applications II
- Juan Luo
Dynamic Flow Scheduling for Power Optimization of Data Center Networks. 57-62 - Jian Chen, Jinghui Zhang, Aibo Song:
Efficient Data and Task Co-Scheduling for Scientific Workflow in Geo-Distributed Datacenters. 63-68 - Yifei Lu, Xiaoting Fan, Lei Qian:
EQF: An Explicit Queue-Length Feedback for TCP Congestion Control in Datacenter Networks. 69-74 - Dongyang Li
Estimating SDN Traffic Matrix Based on Online Informative Flow Measurement Method. 75-80 - Jibin Wang, Bohan Wang:
PCMSim: A Hybrid Memory System Simulator for the Cloud Storage. 81-86 - Jing Chen, Chunxiao Wang, Fei Liu, Yinglong Wang:
Research and Implementation of a Software Online Testing Platform Model Based on Cloud Computing. 87-93 - Fei Xie, Jun Yan
Towards Cost Reduction in Cloud-Based Workflow Management through Data Replication. 94-99
Session 4: Big Data and Applications I
- Yao Du, Runqun Xiong, Jiahui Jin, Junzhou Luo:
A Cost-Efficient Data Placement Algorithm with High Reliability in Hadoop. 100-105 - Tianyi Zhang, Jianing Zhang, Chengming Yang:
A Data Replenishment Method for Self Regulating Sail-Assisted Ships Considering Big Data. 106-110 - Yang Gao, Keqiu Li, Heng Qi:
A Decision Support Scheme for Cloud Storage. 111-116 - Yunhao Li, Jiahui Jin, Runqun Xiong, Junzhou Luo:
A Distributed Approach for Constructing Generalized Suffix Tree on Spark by Using Optimized Elastic Range Algorithm. 117-122 - Wenyuan Xu, Yun Li, Liting Wei, Zheng Wu:
A Feature-Based Food Recommendation on Apache Spark. 123-128 - Shangdong Liu, Yi-mu Ji, Dianchao Zhang, Yongge Yuan, Jian Gong, Ruchuan Wang:
An Online Prediction Algorithm of Traffic in Big Data Based on the Storm. 129-134 - Qian Hao, Yue Li, Li Min Wang, Mei Wang:
An Ontology-Based Data Organization Method. 135-140
Session 5: Big Data and Applications II
- Zhiyun Zheng, Ning Wang, Dun Li, Zhimeng Du, Zhenfei Wang:
Consistent Hash Based Flexible Redundant Data Partition Strategy. 141-146 - Dongzhan Zhang, Chengfa Liao, Wenjing Yan, Ran Tao, Wei Zheng:
Data Deduplication Based on Hadoop. 147-152 - Aiping Zhou, Huisheng Zhu, Lijun Liu, Chengang Zhu:
Detection of Super Nodes for Network Data Streams with Filtering Strategy. 153-158 - Chaoquan Zhang, Bo Mao:
Distributed Processing Practice of the 3D City Model Based on HBase. 159-163 - Leigang Dong, Guohua Liu:
Finding Compositional Skyline Based on Sharing Strategy. 164-169 - Zhisong Fu, Zhengwei Wu, Houyi Li, Yize Li, Min Wu, Xiaojie Chen, Xiaomeng Ye, Benquan Yu, Xi Hu:
GeaBase: A High-Performance Distributed Graph Database for Industry-Scale Applications. 170-175 - Xurui Li
Intelligent Anti-Money Laundering Solution Based upon Novel Community Detection in Massive Transaction Networks on Spark. 176-181 - Longbin Zhang, Yuxiang Wang, Xiaoliang Xu:
Logic-Partition Based Gaussian Sampling for Online Aggregation. 182-187
Session 6: Social Computing and Applications I
- Yiwei Song, Kaiwen Gu, Huakang Li, Guozi Sun:
A Lexical Updating Algorithm for Sentiment Analysis on Chinese Movie Reviews. 188-193 - Bo Zhang, Cui Mu, Qin Zhao, Zhangjie Peng, Junhong Ding, Bo Liu:
A Multidimensional Comprehensive Recommendation Method Based on Social Network. 194-199 - Tianyuan Zhuang, Pengwei Wang
A Novel Method for Open Relation Extraction from Public Announcements of Chinese Listed Companies. 200-205 - Jun Zhang, Lai Tu, Fan Zhang, Benxiong Huang:
A Real-Time Bus Transfer Scheme Recommendation Systems. 206-212 - Wenxiu Xu, Yonghong Guo, Leilei Shi, Lu Liu
A Search Strategy for Social Resource in Decentralized Social Networks. 213-219 - Yufeng Wang, Jie Huang, Qun Jin, Jianhua Ma:
ABT: An Effective Ability-Balanced Team Based Incentive Mechanism in Crowdsourcing System. 220-225 - Chaobo He, Xiang Fei
Community Discovery in Large-Scale Complex Networks Using Distributed SimRank Nonnegative Matrix Factorization. 226-231
Session 7: Social Computing and Applications II
- Jingya Zhou, Jianxi Fan, Jin Wang, Xi Wang, Baolei Cheng:
Cost-Efficient Influence Maximization in Online Social Networks. 232-237 - Jiuxin Cao, Shuai Xu
Efficient Fine-Grained Location Prediction Based on User Mobility Pattern in LBSNs. 238-243 - Anzuruni Maulidi Katunka, Cairong Yan, Kossonon Brandou Serge, Zhaohui Zhang:
K-Truss Based Top-Communities Search in Large Graphs. 244-249 - Zeyu Zhang, Weiping Zhu:
Location and Motion Prediction of Consumers in a Large Shopping Mall. 250-255 - Huali Xiao, Li Sun, Shaohong Kong, Guiwei Gong, Fan Zhang:
Passenger Travel Path Estimation Algorithm Based on High Accuracy Location Data. 256-260 - Ding Jing, Hongzi Zhu:
VOut: Mining Sampled GPS Trace for Taximeter Fraud. 261-266
Session 8: Cloud Security and Applications
- Biaokai Zhu, Jumin Zhao, Deng-Ao Li, Hong Wang, Ruiqin Bai, Yanxia Li, Bin Yang:
Dynamic Cloud Access Control via Accelerometers Using Customized Actions of Occupants. 267-272 - Peng Meng, Guopeng Zhou, Juan Meng:
Fast Identification of Encrypted Traffic via Large-Scale Sparse Screening. 273-278 - Gaofeng He, Bingfeng Xu, Haiting Zhu:
Identifying Mobile Applications for Encrypted Network Traffic. 279-284 - Guixiang Tian, Li Lu, Muhammad Jawad Hussain:
Detecting Clocking Attack in Contactless Access Control Systems. 285-290
Session 9: Machine Learning and Miscellaneous I
- Li Tian, Guorui Li, Cong Wang:
A Data Reconstruction Algorithm Based on Neural Network for Compressed Sensing. 291-295 - Xiang Li, Jinfu Chen, Zhechao Lin, Lin Zhang, Zibin Wang, Minmin Zhou, Wanggen Xie:
A Mining Approach to Obtain the Software Vulnerability Characteristics. 296-301 - Fusheng Xu, Zhongxiang Huang, Xueying Zhu:
A New Design of Real-Time Traffic Index Model for Freeway. 302-307 - Hongyan Sun, Genlin Ji, Bin Zhao, Xintao Liu:
A Parallel Algorithm for Mining Time Relaxed Gradual Clustering Pattern Based on Spatio-Temporal Trajectories. 308-313 - Hao Jiang, Xu He:
An Improved Algorithm for Frequent Itemsets Mining. 314-317 - Suna Yin, Dehua Chen, Jiajin Le:
Deep Neural Network Based on Translation Model for Diabetes Knowledge Graph. 318-323 - Bo Guo, Hao Wang, Zhaojun Yu, Yu Sun:
Detecting Spammers in E-Commerce Website via Spectrum Features of User Relation Graph. 324-330 - Chengchao Yu, Rui Zhao, Zhihua Wei:
Improved Candidate Answers Ranking for QA. 331-336
Session 10: Machine Learning and Miscellaneous II
- Yeqiang Lin, Mehrzad Lavassani
PixVid: Capturing Temporal Correlated Changes in Time Series. 337-342 - Jieyi Wang, Yongkun Wang, Yaohui Jin:
RBTA: A Multivariate Time-Series Method for City Incidents Mining and Forecasting. 343-348 - Wei Liang, Xiaokang Zhou, Suzhen Huang, Chunhua Hu, Qun Jin:
Recommendation for Cross-Disciplinary Collaboration Based on Potential Research Field Discovery. 349-354 - Shoujian Yu, Guangyi Feng:
Search for Top-K Spatial Objects Based on Various-Widths Clustering. 362-367 - Lu Zhang, Yang Yuan, Zhiang Wu, Jie Cao:
Semi-SGD: Semi-Supervised Learning Based Spammer Group Detection in Product Reviews. 368-373 - Renjie Fan, Zhiwen Yu
Target Distribution Guided Network Sampling. 374-379 - Yihan Guo, Shaoyong Wang, Lin Zheng, Mingming Lu:
Trajectory Data Driven Transit-Transportation Planning. 380-384
Session 11: Machine Learning and Miscellaneous III
- Cairong Yan, Shuhua Xu, Yan Huang, Yongfeng Huang, Zhaohui Zhang:
Two-Phase Neural Network Model for Pollution Concentrations Forecasting. 385-390 - Xiang Zhang, Erjing Lin, Siyao Pi:
Predicting Object Types in Linked Data by Text Classification. 391-396 - Bing Tian, Liang Li, Yansheng Qu, Li Yan:
Video Object Detection for Tractability with Deep Learning Method. 397-401 - Xiaoling Fu, Zheng Tan, Chungang Yan, Zhong Li, Cheng Wang, Cheng-Xiang Wang
Your Body Defines Your Fall Detection System: A Somatotype-Based Feature Selection Method. 402-407 - Chengsi Qi, Guanglin Zhang, Wenqiang Zhang, Demin Li:
An Indoor TV White Space Resource Collecting and APs Locations Selecting Scheme. 408-413 - Yun Xiao, Haohan Gao, Jia Ding, Xuanhong Wang, Xianjia Meng:
An Outlier Detection Method and Its Application for Earthen Ruins Data Monitored by WSN. 414-419 - Tao Wu, Panlong Yang, Yubo Yan, Xunpeng Rao, Ping Li, Wanru Xu:
ORSCA: Optimal Route Selection and Communication Association for Drones in WSNs. 420-424
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