[ "卢亿雷(1980-),男,精硕科技(北京)股份有限公司技术副总裁,主要负责数据的采集、清洗、存储、挖掘等整个数据流过程,确保提供高可靠、高可用、高扩展、高性能系统服务,提供Hadoop、HBase、Storm、Spark等离线、流式及实时分布式计算服务。" ]
网络首发:2018-05,
纸质出版:2018-05-15
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卢亿雷. 混合异构营销数据平台实践[J]. 大数据, 2018,4(3):2018034.
Yilei LU. Practices of hybrid heterogeneous marketing data platform[J]. Big Data Research, 2018, 4(3): 2018034.
卢亿雷. 混合异构营销数据平台实践[J]. 大数据, 2018,4(3):2018034. DOI: 10.11959/j.issn.2096-0271.2018034.
Yilei LU. Practices of hybrid heterogeneous marketing data platform[J]. Big Data Research, 2018, 4(3): 2018034. DOI: 10.11959/j.issn.2096-0271.2018034.
简要论述了混合异构营销数据平台在实施过程中解决的业务需求问题、用到的相应技术方案选型思考。从技术的角度描绘了构建整个平台过程中的发明创新、遇到的问题和解决方案以及获取的经验教训。
The problem of business requirements solved by the Hybrid Heterogeneous Marketing Data Platform in the process of implementation was elaborated
and the corresponding technical solutions were selected.The inventions and innovations in the construction of the entire platform
the problems and solutions encountered
as well as the lessons learned were depicted from a technical point of view.
DEAN J , GHEMAWAT S . MapReduce:simplified data processing on large clusters [C ] // The 6th conference on Symposium on Opearting Systems Design& Implementation,December 6-8,2004,San Francisco,USA . New York:ACM Press , 2004 51 ( 1 ):10.
CHANGF , DEAN J , GHEMAWAT S , et al . Bigtable:a distributed storage system for structured data [J ] . ACM Transactions on Computer Systems , 2008 , 26 ( 2 ): 1 - 26 .
POLYZOTIS N , ROY S , WHANG S , et al . Data management challenges in production machine learning [C ] // ACM International Conference on Management of Data,May 14-19,2017,Chicago,USA . New York:ACM Press , 2017 : 1723 - 1726 .
VENKATARAMANS , YANG Z H , LIU D . SparkR:scaling R programs with Spark [C ] // International Conference on Management of Data,June 26-July 1,2016,San Francisco,USA . New York:ACM Press , 2016 : 1099 - 1104 .
LI H Y , GHODSI A , ZAHARIA M , et al . Tachyon:reliable,memory speed storage for cluster computing frameworks [C ] // ACM Symposium on Cloud Computing,November 3-5,2014,Seattle,USA.New York:ACM Press . 2014 : 1 - 15 .
BAILISP , DAVIDSON A , FEKETE A , et al . Highly available transactions:virtues and limitations [J ] . Proceedings of the VLDB Endowment , 2013 , 7 ( 3 ): 181 - 192 .
SHUTE J , OANCEA M , ELLNER S , et al . F1:the fault-tolerant distributed RDBMS supporting Google's Ad business [C ] // AcmSigmod International Conference on Management,May 20-24,2012,Scottsdale,USA . New York:ACM Press , 2012 : 777 - 778 .
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