JMD manufactory modified the manufacturing process; raw material quality from suppliers will directly affect product’s quality, and lead to product recalls.
Huawei produce a series of products approaching fifty million every year, and annual production to two digital growths.
Through the whole production process data monitoring, data received each year reached more than 30 billion.
Need big data analysis to research product potential problems and quality problems, however, currently lacks of effective solutions.
JDM manufacturing quality for big data analysis platform
Massive data analysis for distributed file storage engine
Big data preprocessing ETL engine
Stream data processing engine and memory
Product quality warning model base
Issue tracking and closed loop engine
Provides hours of class-based early warning capabilities of Big Data base on JDM products
Constructed field data analysis, algorithm modeling knowledge, reduces duplication of investment, rapid prototyping, rapid deployment;
Supports user permissions and role management, send early warning information and issue tracking closed-loop
Establish dynamic correction continued iteration and rapid retrieval of self-learning loop system