Ausgabe 4/2017
Special Issue: The Parallel Storage, Processing and Analysis for Big Data
Inhalt (14 Artikel)
Editorial
Guest Editorial: The Parallel Storage, Processing and Analysis for Big Data
Maozhen Li, Zhuo Tang
Parallelizing Convolutional Neural Networks for Action Event Recognition in Surveillance Videos
Qicong Wang, Jinhao Zhao, Dingxi Gong, Yehu Shen, Maozhen Li, Yunqi Lei
The Parallelization of Back Propagation Neural Network in MapReduce and Spark
Yang Liu, Lixiong Xu, Maozhen Li
An Empirical Study on Improving the Speed and Generalization of Neural Networks Using a Parallel Circuit Approach
Kien Tuong Phan, Tomas Henrique Maul, Tuong Thuy Vu
Generalization of Large-Scale Data Processing in One MapReduce Job for Coarse-Grained Parallelism
Hsiang-Huang Wu, Chien-Min Wang
Partition Scheduling on Heterogeneous Multicore Processors for Multi-dimensional Loops Applications
Yan Wang, Kenli Li, Keqin Li
Open Access
Developing an Efficient Pattern Discovery Method for CPU Utilizations of Computers
Zhuoer Gu, Ligang He, Cheng Chang, Jianhua Sun, Hao Chen, Chenlin Huang
Deadlock Property Analysis of Concurrent Programs Based on Petri Net Structure
Wei Liu, Lu Wang, Yuyue Du, Maozhen Li
Hardware/Software Partitioning for Heterogenous MPSoC Considering Communication Overhead
Aijia Ouyang, Xuyu Peng, Jing Liu, Ahmed Sallam
Gemini: A Novel Hardware and Software Implementation of High-performance PCIe SSD
Yang Ou, Nong Xiao, Fang Liu, Zhiguang Chen, Wei Chen, Lizhou Wu
GLE-Dedup: A Globally–Locally Even Deduplication by Request-Aware Placement for Better Read Performance
Mingzhu Deng, Wei Chen, Nong Xiao, Songping Yu, Yupeng Hu
Optimization of Data Allocation on CMP Embedded System with Data Migration
Jiayi Du, Renfa Li, Zheng Xiao, Zhao Tong, Li Zhang