Bbc: A Dsl For Designing Cloud-Based Heterogeneous Bigdata Pipelines

Ferosh Jacob, Ilamgumaran Karunanithi, Pramod Salian, Ravi Sambhu

2017 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA)(2017)

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摘要
Several frameworks are available for processing and analyzing the bigdata. But there is limited support available in integrating such heterogeneous bigdata programs to create a bigdata pipeline. In this paper, we introduce BBC, a Domain Specific Language (DSL) designed to create a bigdata pipeline from the heterogeneous programs. The paper focuses on Spark jobs but using a similar approach the DSL can be extended for other frameworks. We have successfully used BBC DSL to design the The Home Depot (THD) search evaluation pipeline that is instrumental in deploying every search feature to the THD website.
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关键词
BBC DSL,The Home Depot search evaluation pipeline,Domain Specific Language,heterogeneous programs,cloud-based heterogeneous bigdata pipelines,big data analysis,Spark jobs
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