| 统一数据湖技术研究和建设方案 |
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| 引用本文： | 刘志勇,何忠江,刘敬龙,阮宜龙,孟照方. 统一数据湖技术研究和建设方案[J]. 电信科学, 2021, 37(1): 121-128 |
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| 作者姓名： | 刘志勇 何忠江 刘敬龙 阮宜龙 孟照方 |
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| 作者单位： | 中国电信集团有限公司,北京 100033;中国电信集团有限公司,北京 100033;中国电信集团有限公司,北京 100033;中国电信集团有限公司,北京 100033;中国电信集团有限公司,北京 100033 |
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| 摘 要： | 从企业数字化转型要求和大数据平台面临的挑战分析入手,阐述了统一数据湖的建设思路和入湖原则,提出了采用逻辑统一、物理分散、统一数据目录、统一安全管理、应用解耦融合的BSS/MSS/OSS跨域融合的统一数据湖建设方案,并描述了统一数据湖建设实践经验。
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| 关 键 词： | 数据湖 边缘计算 数据目录 敏捷开发 |
Technology research and construction scheme of unified data lake |
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| LIU Zhiyong,HE Zhongjiang,LIU Jinglong,RUAN Yilong,MENG Zhaofang. Technology research and construction scheme of unified data lake[J]. Telecommunications Science, 2021, 37(1): 121-128 |
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| Authors: | LIU Zhiyong HE Zhongjiang LIU Jinglong RUAN Yilong MENG Zhaofang |
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| Affiliation: | (China Telecom Group Co.,Ltd.,Beijing 100033,China) |
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| Abstract: | From the requirements of enterprise digital transformation and the challenges faced by big data platform,the construction ideas and principles of unified data lake were expounded.A unifid data lake construction scheme based on BSS/MSS/OSS cross domain fusion was proposed,which adopted logical unification,physical dispersion,unified data directory,unified security management and application of decoupling fusion.The construction practice of unified data lake was described in recent two years. |
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| Keywords: | data lake edge computing data catalog agile development |
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