Ausgabe 2/2017
Special Issue: The big data research and development in Cluster Computing; Big Data Computing; Big Data and Smart Computing; Advances in Big Data Programming System Software and HPC Convergence; Advances in Scalable Computing Techniques; Sustainable Clusters and Cloud Computing; Advances in Multimedia-based Cloud-Computing for Healthcare; AI techniques for cluster computing and sensor networks; Collaborative Processing of Big Data; Convergence of Internet of Things and Cloud Computing
Inhalt (74 Artikel)
RETRACTED ARTICLE: Capture-removal model sampling estimation based on big data
Zhichao Li, Siyun Gan, Ru Jia, Jun Fang
Distance learning techniques for ontology similarity measuring and ontology mapping
Wei Gao, Mohammad Reza Farahani, Adnan Aslam, Sunilkumar Hosamani
Knowledge entity learning and representation for ontology matching based on deep neural networks
Lirong Qiu, Jia Yu, Qiumei Pu, Chuncheng Xiang
The energy emission computing of land consolidation from the dual perspectives clustering method
Yanbin Wu, Yapeng Zhou, Yiqiang Guo, Li Wang
Trend analysis of variations in carbon stock using stock big data
Yanbin Wu, Yiqiang Guo, Lin Liu, Ni Huang, Li Wang
Research on contaminant sources identification of uncertainty water demand using genetic algorithm
Yan Xuesong, Sun Jie, Hu Chengyu
Combining the big data analysis and the threat intelligence technologies for the classified protection model
Yuan Tao, Yu-xiang Zhang, Si-yuan Ma, Ke Fan, Mo-yan Li, Feng-ming Guo, Zheng Xu
MIPE: a practical memory integrity protection method in a trusted execution environment
Rui Chang, Liehui Jiang, Wenzhi Chen, Yang Xiang, Yuxia Cheng, Abdulhameed Alelaiwi
A Spark-based genetic algorithm for sensor placement in large scale drinking water distribution systems
Chengyu Hu, Guo Ren, Chao Liu, Ming Li, Wei Jie
The implementation of a cloud city traffic state assessment system using a novel big data architecture
Chao-Tung Yang, Shuo-Tsung Chen, Yin-Zhen Yan
Research on parallelized real-time map matching algorithm for massive GPS data
Hongyu Wang, Jin Li, Zhenshan Hou, Ruochen Fang, Wenbo Mei, Jian Huang
Optimized combinatorial clustering for stochastic processes
Jumi Kim, Wookey Lee, Justin Jongsu Song, Soo-Bok Lee
High-performance data mining with intelligent SSD
Yong-Yeon Jo, Sang-Wook Kim, Sung-Woo Cho, Duck-Ho Bae, Hyunok Oh
A multiple RSU collaborative scheduling scheme for data services in vehicular ad hoc networks
Kyoungsoo Bok, Jongtae Lim, Seungwan Hong, Jaesoo Yoo
Predicting HPC parallel program performance based on LLVM compiler
Weizhe Zhang, Meng Hao, Marc Snir
SmallClient for big data: an indexing framework towards fast data retrieval
Aisha Siddiqa, Ahmad Karim, Victor Chang
High-performance social networking: microblog community detection based on efficient interactive characteristic clustering
Ru Wang, Seungmin Rho, Wandong Cai
A privacy preserving authentication scheme for roaming in ubiquitous networks
Shehzad Ashraf Chaudhry, Aiiad Albeshri, Naixue Xiong, Changhoon Lee, Taeshik Shon
Research on the two-way defense model of large data dynamic security SAT
Hou Rui, Jin Zhigang, Wang Baoliang
Ant colony optimization with different crossover schemes for global optimization
Zhiqiang Chen, Rong-Long Wang
Improved support vector machines model based on multi-spectral parameters
Na Li, Zhaopeng Xu, Huijie Zhao, Kewang Deng
Fuzzy multi-objective and groups decision method in optimal selection of landslide treatment scheme
Min Zhang, Lei Nie, Zechuang Li, Yan Xu
A multilayer FOCUSS approach for sparse representation
Kan Xie, Min Shi, Peitao Wang, Jie Xu, Yue Lai
An improved CSMA/CA algorithm based on WSNs of the drug control system
Zhenjun Luo, Luo Zhong, Yongfei Miao, Kaisong Zhang, Beiping Wu
A BSP model graph processing system on many cores
Siyan Lai, Guangda Lai, Fangzhou Lu, Guojun Shen, Jing Jin, Xiaola Lin
The function structure analysis theory based on the factor space and space fault tree
Tie-Jun Cui, Pei-Zhuang Wang, Sha-Sha Li
K- local maximum margin feature extraction algorithm for churn prediction in telecom
Long Zhao, Qian Gao, XiangJun Dong, Aimei Dong, Xue Dong
The research of organization optimization and overall control mechanism in multi-projects network
Lin Yang, Mengping Zhang
Feature selection method based on multiple centrifuge models
Qinghu Wang, Lisha Liu, Jingqing Jiang, Mingyang Jiang, Yinan Lu, Zhili Pei
The invariant measure and stationary probability density computing model based analysis of the governor system
Jiangang Zhang, Yandong Chu, Wenju Du, Jiarong Lu, Hongwei Luo
A fine-grained and lightweight data access control scheme for WSN-integrated cloud computing
Heng He, Ji Zhang, Jinguang Gu, Yan Hu, Fangfang Xu
Predicting edge sign and finding prestige of nodes in networks
Xiaoping Jiang, Chenghua Li, Hao Ding, Jing Sun
Design of a recursive single-bin DFT algorithm for sparse spectrum analysis
Wei Wang, Ying Tang, Xiongxing Zhang, Kening Wang
Adaptive filtering for intelligent sensing speech based on multi-rate LMS algorithm
Ranran Liu, Hongxiang Xu, Enxing Zheng, Yifeng Jiang
Supervised machine learning techniques in cognitive radio networks during cooperative spectrum handovers
H. Anandakumar, K. Umamaheswari
Two-stage plant species recognition by local mean clustering and Weighted sparse representation classification
Shanwen Zhang, Harry Wang, Wenzhun Huang
Energy-efficient sustainable cluster based neighbor discovery technique for wireless networks with directional antennas
E. Sivanantham, M. Ramakrishnan
Secure data classification using superior naive classifier in agent based mobile cloud computing
K. S. Arvind, R. Manimegalai
Road Gateways for femtocell clusters to enable communication and handover in dead zones
Johnsi Merlin Benita, V. Mary Anita Rajam
Secure and efficient online data storage and sharing over cloud environment using probabilistic with homomorphic encryption
N. Jayapandian, A. M. J. Md. Zubair Rahman
Intelligent dynamic spectrum allocation with bandwidth flexibility in cognitive radio network
T. Veeramakali, S. Jayashri, S. Prabu
Big media healthcare data processing in cloud: a collaborative resource management perspective
Amit Kumar Das, Tamal Adhikary, Md. Abdur Razzaque, Majed Alrubaian, Mohammad Mehedi Hassan, Md. Zia Uddin, Biao Song
Performance of coded STBC-IDMA system using polarization diversity for downlink transmission
K. Mithra, K. S. Vishvaksenan
Machine learning-based methods for analyzing grade crossing safety
Chunsheng Yang, Eric Trudel, Yan Liu
Gathering big data for teamwork evaluation with microworlds
Claudio Miguel Sapateiro, Pedro Antunes, David Johnstone, José A. Pino
Computer-supported portfolio analysis and comparison using ontology-based patent classification mapping scheme: the case of mobile communication patent pools
Charles V. Trappey, Amy J. C. Trappey, Luna W. L. Chen
A cognition graph approach for insights generation from event sequences
Wei Wang, Chen Zhang, Hao Wang, Yang Gao, Yuanman Zheng
A novel approach for marine diesel engine fault diagnosis
Chengtao Cai, Xiangyu Weng, Chuanbin Zhang
A user behavior prediction model based on parallel neural network and k-nearest neighbor algorithms
Gaowei Xu, Carl Shen, Min Liu, Feng Zhang, Weiming Shen
Towards product customization and personalization in IoT-enabled cloud manufacturing
Chen Yang, Shulin Lan, Weiming Shen, George Q. Huang, Xianbin Wang, Tingyu Lin
Designing, building and evaluating a social news curation environment using the action design research methodology
Daniel Schneider, Luiz Felipe Oliveira, Jano de Souza
A framework for utility enhanced incomplete microdata anonymization
Qiyuan Gong, Ming Yang, Zhouguo Chen, Wenjia Wu, Junzhou Luo
Collision detection for virtual environment using particle swarm optimization with adaptive cauchy mutation
Yanni Zou, Peter X. Liu, Chunsheng Yang, Chunquan Li, Qiangqiang Cheng
JarvSis: a distributed scheduler for IoT applications
M. De Benedetti, F. Messina, G. Pappalardo, C. Santoro
A practical cross-datacenter fault-tolerance algorithm in the cloud storage system
Yuxia Cheng, Xinjie Yu, Wenzhi Chen, Rui Chang, Yang Xiang
An ODT-based abstraction for mining closed sequential temporal patterns in IoT-cloud smart homes
Mohammed G. H. Al Zamil, Samer M. J. Samarah, Majdi Rawashdeh, M. Anwar Hossain
Radio resource management for data transmission in low power wide area networks integrated with large scale cyber physical systems
Dae-Young Kim, Seokhoon Kim, Houcine Hassan, Jong Hyuk Park
Cloud-assisted IoT-based health status monitoring framework
Sara Ghanavati, Jemal H. Abawajy, Davood Izadi, Abdulhameed A Alelaiwi
A big data enabled load-balancing control for smart manufacturing of Industry 4.0
Di Li, Hao Tang, Shiyong Wang, Chengliang Liu