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ORCIDIEEE Transactions on Big Data, Volume 5
Volume 5, Number 1, March 2019
- Qiang Yang:
State of the Journal. 1 - Bingsheng He, Yunji Chen
, Jingren Zhou:
Guest Editors' Introduction: Special Issue on Big Data Systems on Emerging Architectures. 2-3 - Qingchao Cai, Hao Zhang, Wentian Guo, Gang Chen, Beng Chin Ooi, Kian-Lee Tan, Weng-Fai Wong:
MemepiC: Towards a Unified In-Memory Big Data Management System. 4-17 - Maziar Goudarzi:
Heterogeneous Architectures for Big Data Batch Processing in MapReduce Paradigm. 18-33 - Kun Wang, Chenhan Xu, Yan Zhang, Song Guo, Albert Y. Zomaya:
Robust Big Data Analytics for Electricity Price Forecasting in the Smart Grid. 34-45 - Xunyun Liu, Rajkumar Buyya:
Performance-Oriented Deployment of Streaming Applications on Cloud. 46-59 - Shlomi Dolev, Patricia Florissi, Ehud Gudes, Shantanu Sharma, Ido Singer:
A Survey on Geographically Distributed Big-Data Processing Using MapReduce. 60-80 - Zhen Jia, Wanling Gao, Yingjie Shi, Sally A. McKee, Zhenyan Ji, Jianfeng Zhan, Lei Wang, Lixin Zhang:
Understanding Processors Design Decisions for Data Analytics in Homogeneous Data Centers. 81-94 - Jonathon Edstrom, Dongliang Chen, Yifu Gong, Jinhui Wang, Na Gong:
Data-Pattern Enabled Self-Recovery Low-Power Storage System for Big Video Data. 95-105
Volume 5, Number 2, June 2019
- Milad Makkie, Xiang Li, Shannon Quinn, Binbin Lin, Jieping Ye, Geoffrey Mon, Tianming Liu:
A Distributed Computing Platform for fMRI Big Data Analytics. 109-119 - Shuhui Jiang, Yu Kong, Yun Fu:
Deep Geo-Constrained Auto-Encoder for Non-Landmark GPS Estimation. 120-133 - Mustafa H. Hajeer, Dipankar Dasgupta:
Handling Big Data Using a Data-Aware HDFS and Evolutionary Clustering Technique. 134-147 - Zhao Zhang, Lei Jia, Mingbo Zhao, Guangcan Liu, Meng Wang, Shuicheng Yan:
Kernel-Induced Label Propagation by Mapping for Semi-Supervised Classification. 148-165 - Scott Bruce, Zeda Li, Hsiang-Chieh Yang, Subhadeep Mukhopadhyay:
Nonparametric Distributed Learning Architecture for Big Data: Algorithm and Applications. 166-179 - Bo Lyu, Yanhua Li, Jie Fu, Andrew C. Trapp, Haiyong Xie, Yong Liao:
Scalable User-Substation Assignment with Big Data from Power Grids. 209-222 - Weihua Li, Quan Bai, Minjie Zhang:
SIMiner: A Stigmergy-Based Model for Mining Influential Nodes in Dynamic Social Networks. 223-237 - Chenxi Qiu, Haiying Shen, Liuhua Chen:
Towards Green Cloud Computing: Demand Allocation and Pricing Policies for Cloud Service Brokerage. 238-251 - Matthew Malensek, Walid Budgaga, Ryan Stern, Shrideep Pallickara, Sangmi Lee Pallickara:
Trident: Distributed Storage, Analysis, and Exploration of Multidimensional Phenomena. 252-265 - Mingyang Zhang, Haohao Fu, Yong Li, Sheng Chen:
Understanding Urban Dynamics From Massive Mobile Traffic Data. 266-278 - Hongjian Wang, Huaxiu Yao, Daniel Kifer, Corina Graif, Zhenhui Li:
Non-Stationary Model for Crime Rate Inference Using Modern Urban Data. 180-194 - Daniel Zhang, Dong Wang, Nathan Vance, Yang Zhang, Steven Mike:
On Scalable and Robust Truth Discovery in Big Data Social Media Sensing Applications. 195-208
Volume 5, Number 3, September 2019
- Kim-Kwang Raymond Choo, Mauro Conti, Ali Dehghantanha:
Special Issue on Big Data Applications in Cyber Security and Threat Intelligence - Part 1. 279-281 - Jemal H. Abawajy, Andrei Kelarev:
Iterative Classifier Fusion System for the Detection of Android Malware. 282-292 - Abdelrahman AlMahmoud, Ernesto Damiani, Hadi Otrok, Yousof Al-Hammadi:
Spamdoop: A Privacy-Preserving Big Data Platform for Collaborative Spam Detection. 293-304 - Waqas Haider, Jiankun Hu, Yi Xie, Xinghuo Yu, Qianhong Wu:
Detecting Anomalous Behavior in Cloud Servers by Nested-Arc Hidden SEMI-Markov Model with State Summarization. 305-316 - MingJian Tang, Mamoun Alazab, Yuxiu Luo:
Big Data for Cybersecurity: Vulnerability Disclosure Trends and Dependencies. 317-329 - Hui Cui, Robert H. Deng, Yingjiu Li, Guowei Wu:
Attribute-Based Storage Supporting Secure Deduplication of Encrypted Data in Cloud. 330-342 - Xiaofeng Ding, Li Wang, Zhiyuan Shao, Hai Jin:
Efficient Recommendation of De-Identification Policies Using MapReduce. 343-354 - Jun Feng, Laurence T. Yang, Guohui Dai, Wei Wang, Deqing Zou:
A Secure High-Order Lanczos-Based Orthogonal Tensor SVD for Big Data Reduction in Cloud Environment. 355-367 - Weixian Liao, Changqing Luo, Sergio Salinas, Pan Li:
Efficient Secure Outsourcing of Large-Scale Convex Separable Programming for Big Data. 368-378 - Deepak Puthal, Xindong Wu, Surya Nepal, Rajiv Ranjan, Jinjun Chen:
SEEN: A Selective Encryption Method to Ensure Confidentiality for Big Sensing Data Streams. 379-392 - Zheng Yan, Lifang Zhang, Wenxiu Ding, Qinghua Zheng:
Heterogeneous Data Storage Management with Deduplication in Cloud Computing. 393-407 - Arezou Soltani Panah, Ali Yavari, Ron G. van Schyndel, Dimitrios Georgakopoulos, Xun Yi:
Context-Driven Granular Disclosure Control for Internet of Things Applications. 408-422
Volume 5, Number 4, December 2019
- Kim-Kwang Raymond Choo, Mauro Conti, Ali Dehghantanha:
Special Issue on Big Data Applications in Cyber Security and Threat Intelligence - Part 2. 423-424 - Aniello Castiglione, Giuseppe Cattaneo, Giancarlo De Maio, Alfredo De Santis, Gianluca Roscigno:
A Novel Methodology to Acquire Live Big Data Evidence from the Cloud. 425-438 - Elias Bou-Harb, Martin Husák, Mourad Debbabi, Chadi Assi:
Big Data Sanitization and Cyber Situational Awareness: A Network Telescope Perspective. 439-453 - Binfeng Wang, Jun Zhang, Zili Zhang, Lei Pan, Yang Xiang, Dawen Xia:
Noise-Resistant Statistical Traffic Classification. 454-466 - Félix Iglesias, Tanja Zseby:
Pattern Discovery in Internet Background Radiation. 467-480 - Nour Moustafa, Jill Slay, Gideon Creech:
Novel Geometric Area Analysis Technique for Anomaly Detection Using Trapezoidal Area Estimation on Large-Scale Networks. 481-494 - Bin Cao, Jianwei Zhao, Zhihan Lv, Xin Liu:
3D Terrain Multiobjective Deployment Optimization of Heterogeneous Directional Sensor Networks in Security Monitoring. 495-505 - Weiren Yu, Jianxin Li, Md. Zakirul Alam Bhuiyan, Richong Zhang, Jinpeng Huai:
Ring: Real-Time Emerging Anomaly Monitoring System Over Text Streams. 506-519 - Zhiyong Zhang, Ranran Sun, Xiaoxue Wang, Changwei Zhao:
A Situational Analytic Method for User Behavior Pattern in Multimedia Social Networks. 520-528 - Zheng Xu, Lin Mei, Zhihan Lv, Chuanping Hu, Xiangfeng Luo, Hui Zhang, Yunhuai Liu:
Multi-Modal Description of Public Safety Events Using Surveillance and Social Media. 529-539 - Zhiqiang Wan, Haibo He:
AnswerNet: Learning to Answer Questions. 540-549 - Yichen Ding, Yanhua Li, Xun Zhou, Zhuojie Huang, Simin You, Jun Luo:
Sampling Big Trajectory Data for Traversal Trajectory Aggregate Query. 550-563 - Peng Zhang, Xiang Shi, Samee U. Khan:
QuantCloud: Enabling Big Data Complex Event Processing for Quantitative Finance Through a Data-Driven Execution. 564-575 - Yanhua Li, Guanxiong Liu, Zhi-Li Zhang, Jun Luo, Fan Zhang:
CityLines: Designing Hybrid Hub-and-Spoke Transit System with Urban Big Data. 576-587 - Shengkang Yu, Xi Li, Xueyi Zhao, Zhongfei Zhang, Fei Wu, Jingdong Wang, Yueting Zhuang, Xuelong Li:
A Bilinear Ranking SVM for Knowledge Based Relation Prediction and Classification. 588-600
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