Distributed Database and Application Architecture for Big Data Solutions

被引：3
|
作者：
Misaki, Makoto [1 ]
Tsuda, Tomio [1 ]
Inoue, Shinji [1 ]
Sato, Shintaro [2 ]
Kayahara, Akihiro [2 ]
Imai, Shin-Ichi [3 ]
机构：
[1] Panasonic Corp, Toyama 9378585, Japan
[2] Panasonic Corp, Osaka 5708511, Japan
[3] Panasonic Corp, Corp Res & Dev, Osaka 5708511, Japan
来源：
IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING | 2017年 / 30卷 / 04期
关键词：
Big data; fault detection and classification (FDC); fab-wide FDC system; application (AP); database (DB); distributed storage DB; relational database (RDB); real-time abnormity detection; IT infrastructure;
D O I：
10.1109/TSM.2017.2750183
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
In this paper, we report about platform and architecture that real-time analysis of big data are possible, and structured IT infrastructure that they are optimally combined. We developed a distributed architecture which the data conversion and the abnormality determination are multi-blocked. Furthermore, by selecting a distributed storage database (DB), we succeeded in constructing IT infrastructure capable of highspeed processing at a large number of manufacturing sites. In the new IT infrastructure, we achieved resource leveling of the application server and improvement of data processing time. It is expected that data file stagnation and delay of DB registration can be resolved.
引用
收藏
页码：328 / 332
页数：5
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