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Ananth PackkilDurai

Educación Tecnología

Twitter.com has 1.3 million unique users.

Most of them are students and professionals,[object Object]

almost 10 social network sites such as orkut, myspace,hi5,friendfinder, linkedin etc)

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Maxime Beauchemin wrote an influential article, Functional Data Engineering — a modern paradigm for batch data processing. It is a significant step to bring Software Engineering concepts into Data Engineering. The principle utilizes the advancement from Hadoop. Cloud object storage like S3 makes the storage a commodity. The separate Storage & Compute, so both can scale independently. Yes, human life is too short for scaling storage and computing simultaneously. Functional data engineering follows two key principles. Reproducibility - Every task in the data pipeline should be deterministic and idempotent. Re-Computability - Business logic changes over time, and bugs happen. The data pipeline should be able to recompute the desired state.

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