Ausgabe 8/2016
Special Section on Big Data and Smart Computing: Methodology and Practice
Inhalt (19 Artikel)
Exploring large-scale small file storage for search engines
Weizhe Zhang, Gangzhao Lu, Hui He, Qizhen Zhang, Chuanliang Yu
QuaCentive: a quality-aware incentive mechanism in mobile crowdsourced sensing (MCS)
Yufeng Wang, Xueyu Jia, Qun Jin, Jianhua Ma
Large-scale image colorization based on divide-and-conquer support vector machines
Bo-Wei Chen, Xinyu He, Wen Ji, Seungmin Rho, Sun-Yuan Kung
Critical data points-based unsupervised linear dimension reduction technology for science data
Di Wu, Naixue Xiong, Jinrong He, Chuanhe Huang
Incomplete high-dimensional data imputation algorithm using feature selection and clustering analysis on cloud
Fanyu Bu, Zhikui Chen, Qingchen Zhang, Laurence T. Yang
ELM-based spammer detection in social networks
Xianghan Zheng, Xueying Zhang, Yuanlong Yu, Tahar Kechadi, Chunming Rong
MBFS: a parallel metadata search method based on Bloomfilters using MapReduce for large-scale file systems
Zhisheng Huo, Limin Xiao, Qiaoling Zhong, Shupan Li, Ang Li, Li Ruan, Shouxin Wang, Lihong Fu
An intelligent system for predicting and preventing MERS-CoV infection outbreak
Rajinder Sandhu, Sandeep K. Sood, Gurpreet Kaur
A general perspective of Big Data: applications, tools, challenges and trends
Lisbeth Rodríguez-Mazahua, Cristian-Aarón Rodríguez-Enríquez, José Luis Sánchez-Cervantes, Jair Cervantes, Jorge Luis García-Alcaraz, Giner Alor-Hernández
User-oriented cloud resource scheduling with feedback integration
Ding Ding, Xiaocong Fan, Siwei Luo
Formal performance evaluation of the Map/Reduce framework within cloud computing
M. Carmen Ruiz, Diego Cazorla, Diego Pérez, Javier Conejero
Detecting and preventing selfish behaviour in mobile ad hoc network
Tao Lei, Shangguang Wang, Jinlin Li, Ilsun You, Fangchun Yang
VMSA: a performance preserving online VM splitting and placement algorithm in dynamic cloud environments
Liu Liu, Jie Xu, Hongfang Yu, Lemin Li, Chunming Qiao
CEVP: Cross Entropy based Virtual Machine Placement for Energy Optimization in Clouds
Xiaodao Chen, Yunliang Chen, Albert Y. Zomaya, Rajiv Ranjan, Shiyan Hu
Feature selection based on an improved cat swarm optimization algorithm for big data classification
Kuan-Cheng Lin, Kai-Yuan Zhang, Yi-Hung Huang, Jason C. Hung, Neil Yen
Optimal mobile device selection for mobile cloud service providing
Ao Zhou, Shangguang Wang, Jinglin Li, Qibo Sun, Fangchun Yang
Regulations and latency-aware load distribution of web applications in Multi-Clouds
Nikolay Grozev, Rajkumar Buyya