Large scale MTConnect data collection

Cui, Yesheng; Kara, Sami; Chan, Kenny L.

doi:10.1109/cis-ram47153.2019.9095828

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B Big Data Software1

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2020

2022

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Cited by 2 publications

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“…• Apache HDFS HDFS was selected as the data lake of DCM Cloud. It can store the collected unstructured data in raw format persistently and redundantly [9]. If the computer of DCM Cloud fails, the data in DCM Cloud will not be lost since the data is redundant in other computers.…”

Section: B Big Data Softwarementioning

confidence: 99%

Monitoring and Control of Unstructured Manufacturing Big Data

Cui

Kara

Chan

2020

2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)

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Unstructured manufacturing big data silos are challenging for enabling various data-driven applications such as digital threads and digital twins in manufacturing. The management of big data silos requires to address the issues of large volume, data inconsistency, data redundancy, information silos and data security. This research developed a systematic approach to managing data silos using the state of art big data software. Applying this approach in the product life cycle can control data silos, data consistency, redundancy, timely update and enable the automatic workflow of each system.

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Section: B Big Data Softwarementioning

confidence: 99%