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ORCIDIEEE Transactions on Big Data, Volume 4
Volume 4, Number 1, March 2018
- Qiang Yang:
State of the Journal Editorial. 1 - Zhiqiang Wan, Haibo He
, Bo Tang:
A Generative Model for Sparse Hyperparameter Determination. 2-10 - Thu Yein Win, Huaglory Tianfield, Quentin Mair:
Big Data Based Security Analytics for Protecting Virtualized Infrastructures in Cloud Computing. 11-25 - Sergio Salinas, Changqing Luo, Xuhui Chen, Weixian Liao, Pan Li:
Efficient Secure Outsourcing of Large-Scale Sparse Linear Systems of Equations. 26-39 - Stefanos Antaris, Dimitrios Rafailidis:
In-Memory Stream Indexing of Massive and Fast Incoming Multimedia Content. 40-54 - Lei Chu, Robert C. Qiu, Xing He, Zenan Ling, Yadong Liu:
Massive Streaming PMU Data Modelling and Analytics in Smart Grid State Evaluation based on Multiple High-Dimensional Covariance Test. 55-64 - Ahmet Iscen, Teddy Furon, Vincent Gripon, Michael G. Rabbat, Hervé Jégou:
Memory Vectors for Similarity Search in High-Dimensional Spaces. 65-77 - Yang Cong, Ji Liu, Baojie Fan, Peng Zeng, Haibin Yu, Jiebo Luo:
Online Similarity Learning for Big Data with Overfitting. 78-89 - Hong-Han Shuai, De-Nian Yang, Chih-Ya Shen, Philip S. Yu, Ming-Syan Chen:
QMSampler: Joint Sampling of Multiple Networks with Quality Guarantee. 90-104 - Zhenfeng Shao, Jiajun Cai, Zhongyuan Wang:
Smart Monitoring Cameras Driven Intelligent Processing to Big Surveillance Video Data. 105-116 - Po-Shen Lee, Jevin D. West, Bill Howe:
Viziometrics: Analyzing Visual Information in the Scientific Literature. 117-129 - Yuxuan Jiang, Zhe Huang, Danny H. K. Tsang:
Towards Max-Min Fair Resource Allocation for Stream Big Data Analytics in Shared Clouds. 130-137
Volume 4, Number 2, June 2018
- Jinjun Chen, Honggang Wang:
Guest Editorial: Big Data Infrastructure I. 148-149 - Dongyao Wu, Liming Zhu, Qinghua Lu, Sherif Sakr:
HDM: A Composable Framework for Big Data Processing. 150-163 - Liang Zhao, Zhikui Chen, Yueming Hu, Geyong Min, Zhaohua Jiang:
Distributed Feature Selection for Efficient Economic Big Data Analysis. 164-176 - Huazhong Liu, Baoshun Liu, Laurence T. Yang, Man Lin, Yuhui Deng, Kashif Bilal, Samee U. Khan:
Thermal-Aware and DVFS-Enabled Big Data Task Scheduling for Data Centers. 177-190 - Zhenhua Chen, Jielong Xu, Jian Tang, Kevin A. Kwiat, Charles A. Kamhoua, Chonggang Wang:
GPU-Accelerated High-Throughput Online Stream Data Processing. 191-202 - Peng Sun, Yonggang Wen, Duong Nguyen Binh Ta, Haiyong Xie:
MetaFlow: A Scalable Metadata Lookup Service for Distributed File Systems in Data Centers. 203-216 - Rami Sellami, Bruno Defude:
Complex Queries Optimization and Evaluation over Relational and NoSQL Data Stores in Cloud Environments. 217-230 - Jun Wang, Xuhong Zhang, Jiangling Yin, Ruijun Wang, Huafeng Wu, Dezhi Han:
Speed Up Big Data Analytics by Unveiling the Storage Distribution of Sub-Datasets. 231-244 - Zheng Xu, Xiangfeng Luo, Yunhuai Liu, Kim-Kwang Raymond Choo, Vijayan Sugumaran, Neil Y. Yen, Lin Mei, Chuanping Hu:
From Latency, Through Outbreak, to Decline: Detecting Different States of Emergency Events Using Web Resources. 245-257 - Zhaojie Niu, Bingsheng He, Fangming Liu:
JouleMR: Towards Cost-Effective and Green-Aware Data Processing Frameworks. 258-272 - Yuhang Liu, Xian-He Sun:
CaL: Extending Data Locality to Consider Concurrency for Performance Optimization. 273-288 - Hua Fang, Zhaoyang Zhang:
An Enhanced Visualization Method to Aid Behavioral Trajectory Pattern Recognition Infrastructure for Big Longitudinal Data. 289-298
Volume 4, Number 3, September 2018
- Jinjun Chen, Honggang Wang:
Guest Editorial: Big Data Infrastructure II. 299-300 - Lianyong Qi, Xiaolong Xu, Xuyun Zhang, Wanchun Dou, Chunhua Hu, Yuming Zhou, Jiguo Yu:
Structural Balance Theory-Based E-Commerce Recommendation over Big Rating Data. 301-312 - Wenyun Dai, Longfei Qiu, Ana Wu, Meikang Qiu:
Cloud Infrastructure Resource Allocation for Big Data Applications. 313-324 - Xiaokang Wang, Laurence T. Yang, Huazhong Liu, M. Jamal Deen:
A Big Data-as-a-Service Framework: State-of-the-Art and Perspectives. 325-340 - Chunqiang Hu, Wei Li, Xiuzhen Cheng, Jiguo Yu, Shengling Wang, Rongfang Bie:
A Secure and Verifiable Access Control Scheme for Big Data Storage in Clouds. 341-355 - Yong Cui, Jian Song, Minming Li, Qingmei Ren, Yangjun Zhang, Xuejun Cai:
SDN-Based Big Data Caching in ISP Networks. 356-367 - Peng Zhang, Kai Yu, Jessica J. Yu, Samee U. Khan:
QuantCloud: Big Data Infrastructure for Quantitative Finance on the Cloud. 368-380 - Xiaodi Huang, Changqin Huang:
NGD: Filtering Graphs for Visual Analysis. 381-395 - Bo Wang, Jinlei Jiang, Yongwei Wu, Guangwen Yang, Keqin Li:
Accelerating MapReduce on Commodity Clusters: An SSD-Empowered Approach. 396-407 - Jun Wu, Kaoru Ota, Mianxiong Dong, Jianhua Li, Hongkai Wang:
Big Data Analysis-Based Security Situational Awareness for Smart Grid. 408-417 - Yongzhi Wang, Yulong Shen, Hua Wang, Jinli Cao, Xiaohong Jiang:
MtMR: Ensuring MapReduce Computation Integrity with Merkle Tree-Based Verifications. 418-431
Volume 4, Number 4, December 2018
- Zhuozhao Li, Harrison Chandler, Haiying Shen:
Analysis of Knowledge Sharing Activities on a Social Network Incorporated Discussion Forum: A Case Study of DISboards. 432-446 - Ming Cheung, James She, Ning Wang:
Characterizing User Connections in Social Media through User-Shared Images. 447-458 - Dapeng Dong, John Herbert:
Content-Aware Partial Compression for Textual Big Data Analysis in Hadoop. 459-472 - Weiwei Shi, Yongxin Zhu, Philip S. Yu, Jiawei Zhang, Tian Huang, Chang Wang, Yufeng Chen:
Effective Prediction of Missing Data on Apache Spark over Multivariable Time Series. 473-486 - Kun Kuang, Meng Jiang, Peng Cui, Hengliang Luo, Shiqiang Yang:
Effective Promotional Strategies Selection in Social Media: A Data-Driven Approach. 487-501 - Jian-Sheng Wu, Wei-Shi Zheng, Jian-Huang Lai, Ching Y. Suen:
Euler Clustering on Large-Scale Dataset. 502-515 - Katina Kralevska, Danilo Gligoroski, Rune Erlend Jensen, Harald Øverby:
HashTag Erasure Codes: From Theory to Practice. 516-529 - Yaqiang Yao, Yan Liu, Zhenyu Liu, Huanhuan Chen:
Human Activity Recognition with Posture Tendency Descriptors on Action Snippets. 530-541 - Xiao-Yang Liu, Xiaodong Wang:
LS-Decomposition for Robust Recovery of Sensory Big Data. 542-555 - Yuhong Li, Jie Bao, Yanhua Li, Yingcai Wu, Zhiguo Gong, Yu Zheng:
Mining the Most Influential k-Location Set from Massive Trajectories. 556-570 - Julie Yixuan Zhu, Chao Zhang, Huichu Zhang, Shi Zhi, Victor O. K. Li, Jiawei Han, Yu Zheng:
pg-Causality: Identifying Spatiotemporal Causal Pathways for Air Pollutants with Urban Big Data. 571-585 - Wenzhuo Xue, Hui Li, Yanguo Peng, Jiangtao Cui, Yu Shi:
Secure k Nearest Neighbors Query for High-Dimensional Vectors in Outsourced Environments. 586-599 - Yuhua Lin, Haiying Shen:
SmartQ: A Question and Answer System for Supplying High-Quality and Trustworthy Answers. 600-613 - Paolo Di Francesco, Francesco Malandrino, Luiz A. DaSilva:
Assembling and Using a Cellular Dataset for Mobile Network Analysis and Planning. 614-620
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