基於 Hadoop 與 HBase 平台之 LCD Flicker 雲端儲存系統之實作

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题名:	基於 Hadoop 與 HBase 平台之 LCD Flicker 雲端儲存系統之實作
其它题名:	The Implementation of Cloud Storage System for LCD Flicker based on Hadoop and HBase Platform
作者:	謝岳霖 Hsieh, Yueh Lin
贡献者:	楊朝棟 Yang, Chao Tung 資訊工程學系
关键词:	Hadoop;虛擬化;私有雲;HBase;Flicker Hadoop;Virtualization;Private Could;HBase;Flicker
日期:	2015
上传时间:	2015-12-22T06:00:49Z (UTC)
摘要:	本論文，提出是一個LCD Flicker 雲端儲存系統，工廠可以上傳LCD Flicker測試結果到HBase資料庫，然後即時產生反饋讓工程師來控制產線變異。LCD Flicker雲端儲存系統的目的是為了克服當前使用系統的缺點，它沒有能力來保存從生產線收集的數據。因為測量數據只儲存在測試設備中，無法回報給工程師，發生錯誤時，這個系統不可能用來分析和觀察變異的趨勢。因此，LCD Flicker雲端儲存系統具有線上即時監控量測數據的關鍵作用。此系統為私有雲(Private Could) 架構，主要使用於工廠與工廠之間的資料共享，並使用LCD Flicker 資料來做不良率分析。本文實驗使用虛擬化平台搭配Hadoop 與HBase，來做flicker 資料的傳送與訪問並分析系統效能，並藉此提升整體產品品質與效能。 In this thesis, a LCD Flicker cloud storage system is proposed. This data storage system is based on Hadoop and Hbase architecture, which factory could upload measurement and test results of LCD flicker into HBase, then generate online and real-time feedback for engineers to control those variations. The purpose of LCD Flicker cloud storage system is to overcome the disadvantages of currently used system, which has no capability to save data collected from production lines. Because that measured data are only store locally within testing equipment and unable to report to the engineer, when errors occurred, it is impossible for system to analyze and observe the trend of variations. Therefore, LCD Flicker cloud storage system has a critical role in order to monitor measured data online and real-time. This system is build by private cloud architecture, mainly used between the factory and the factory data sharing, and use the LCD Flicker data to perform failure rate analysis. In this thesis, the experiments are conducted by using virtualization platform with Hadoop and HBase. We performe flicker data transferring and accessing, and analyizing the performance, also enhance the overall product quality and performance.
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