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3 years, 4 months ago
This site already has great answers for questions like What is
DevOps and what is SecOps.
Over time, I have come to be of
the opinion that DevOps was born when the philosophy of the Agile methodology was applied to Operations. Similarly so with SecOps.
What then would be DataOps - applying agile methods to Big Data & Data Analytics look like? How is this similar to agile software development and DevOps and where might it be different?
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Nov 13, 2019 at 16:43
James Shewey James Shewey
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Over time, I have come to be of the opinion that DevOps was born when
the philosophy of the Agile methodology was applied to Operations.
Similarly so with SecOps.
Wikipedia indicates that Agile software development is about "early delivery", "adaptive planning" and "rapid and flexible response to change". In order to deliver early, automation is key in DevOps.
What then would be DataOps - applying agile methods to Big Data & Data
Analytics look like?
Wikipedia, DataOps tries to incorporate DevOps best practices to enhance data analytics.
How is this similar to agile software development and DevOps and where
might it be different?
Quick action on change
Tools & platforms: ansible, terraform, AWS, GCP, AKS, EKS
Focus on BigData
Knowledge about NoSQL Hadoop, Hbase, Cassandra, MongoDB needed
How to tune relational database like postgres, mysql that contains large amount of data
More emphasize on bigdata tools like Spark
Nov 16, 2019 at 16:15
12.9k 12 12 gold badges 66 66 silver badges 165 165 bronze badges
The ultimately goals of
agile and DevOps are the same - to improve the speed and quality of software development see the following articles which give a better understanding -
Atlassian : DevOps vs Agile
PhoenixNAP: Head to head comparison
Jun 17, 2022 at 9:28
119 2 2 bronze badges
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