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The architecture of the two layers

The architecture of the two layers

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Figure 1: Building a big data CI pipeline brings together engineers...
Figure 2: A standard data streaming pipeline
Figure 3: The architecture of the two layers
Building A Scalable, Production Ready Development Pipeline For Machine Learning And AI Services Using Modern Continuous Integration Practices And Infrastructure As Code Solutions
Research
Full-text available
  • Feb 2019
Continuous integration and development pipeline are commonly used technics in traditional software development. Data management and data analysis has been revolutionized by big data and machine learning tools. Our vision is to merge these technologies and technics to bring together professionals like software engineers, data engineers and platform...
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