Title
Double-layered big data analytics architecture for solar cells series welding machine.
Abstract
•A hybrid service-driven architecture ATWDP is achieved by processing the real-time and large scale hypo-real-time data.•A parallel algorithm for quality evaluation is proposed to contribute the high dependability of the ATWDP.•The Hadoop Apache framework with Hive, MySQL, Spark, and Sqoop are used in this paper.
Year
DOI
Venue
2018
10.1016/j.compind.2018.01.019
Computers in Industry
Keywords
Field
DocType
Big data analytics,Solar cells series welding,MapReduce,Quality evaluation,Real-Time monitoring,Batch process
Spark (mathematics),Service quality,Systems engineering,Support vector machine,Machine industry,Online and offline,Engineering,Analytics,Big data,Welding,Distributed computing
Journal
Volume
ISSN
Citations 
97
0166-3615
0
PageRank 
References 
Authors
0.34
7
3
Name
Order
Citations
PageRank
Feng-Que Pei100.34
Dong-Bo Li200.34
Yifei Tong312.05