Ausgabe 2/2019
Special Section on Advances in Big Data Programming, System Software & HPC Convergence (pp. 489 - 718)
Inhalt (25 Artikel)
Advances in big data programming, system software and HPC convergence
Ching-Hsien Hsu, Geoffrey Fox, Geyong Min, Sugam Sharma
Linear and dynamic programming algorithms for real-time task scheduling with task duplication
Weizhe Zhang, Yao Hu, Hui He, Yawei Liu, Allen Chen
Dynamic DAG scheduling for many-task computing of distributed eco-hydrological model
Shasha Yue, Yan Ma, Lajiao Chen, Yuzhu Wang, Weijing Song
Prefetching-based metadata management in Advanced Multitenant Hadoop
Minh Chau Nguyen, Heesun Won, Siwoon Son, Myeong-Seon Gil, Yang-Sae Moon
WatCache: a workload-aware temporary cache on the compute side of HPC systems
Jie Yu, Guangming Liu, Wenrui Dong, Xiaoyong Li
Binary executable file similarity calculation using function matching
TaeGuen Kim, Yeo Reum Lee, BooJoong Kang, Eul Gyu Im
Unsupervised blocking and probabilistic parallelisation for record matching of distributed big data
Chenxiao Dou, Yi Cui, Daniel Sun, Raymond Wong, Muhammad Atif, Guoqiang Li, Rajiv Ranjan
ANG: a combination of Apriori and graph computing techniques for frequent itemsets mining
Rui Zhang, Wenguang Chen, Tse-Chuan Hsu, Hongji Yang, Yeh-Ching Chung
Appropriate points choosing for subspace learning over image classification
Chuntao Ding, Shangguang Wang
Medical image denoising using convolutional neural network: a residual learning approach
Worku Jifara, Feng Jiang, Seungmin Rho, Maowei Cheng, Shaohui Liu
A cognitive learning model in distance education of higher education institutions based on chaos optimization in big data environment
Jianbo Wen, Wei Zhang, Wanneng Shu
A parallel FP-growth algorithm on World Ocean Atlas data with multi-core CPU
Yu Jiang, Minghao Zhao, Chengquan Hu, Lili He, Hongtao Bai, Jin Wang
Fair multiple-workflow scheduling with different quality-of-service goals
Amin Rezaeian, Mahmoud Naghibzadeh, Dick H. J. Epema
A novel and fast nonlocal means denoising algorithm using a structure tensor
Li Bo, Junrui Lv, Xuegang Luo, Huajun Wang, Sen Wang
An efficient algorithm for embedding exchanged hypercubes into grids
Weibei Fan, Jianxi Fan, Cheng-Kuan Lin, Guijuan Wang, Baolei Cheng, Ruchuan Wang
Virtualization and consolidation: a systematic review of the past 10 years of research on energy and performance
Belen Bermejo, Carlos Juiz, Carlos Guerrero
An energy-efficient partition-based XYZ-planar routing algorithm for a wireless network-on-chip
Fahimeh Yazdanpanah, Raheel AfsharMazayejani, Mohammad Alaei, Amin Rezaei, Masoud Daneshtalab
Transfer learning-based default prediction model for consumer credit in China
Wei Li, Shuai Ding, Yi Chen, Hao Wang, Shanlin Yang
Toward maximization of profit and quality of cloud federation: solution to cloud federation formation problem
Benay Kumar Ray, Avirup Saha, Sunirmal Khatua, Sarbani Roy
On the modelling of optimal coordinated checkpoint period in supercomputers
José A. Moríñigo, Manuel Rodríguez-Pascual, Rafael Mayo-García
An Otsu multi-thresholds segmentation algorithm based on improved ACO
Jun Qin, Xuanjing Shen, Fang Mei, Zheng Fang
A statistical downscaling framework for environmental mapping
Kassim S. Mwitondi, Farha A. Al-Kuwari, Raed A. Saeed, Shahrzad Zargari