Practical Enterprise Data Lake Insights: Handle Data-Driven Challenges in an Enterprise Big Data Lake

© Saurabh Gupta, Venkata Giri 2018

Saurabh Gupta and Venkata GiriPractical Enterprise Data Lake Insightshttps://doi.org/10.1007/978-1-4842-3522-5_4

4. Data Processing Strategies in Data Lakes

Saurabh Gupta¹  and Venkata Giri¹

(1)

Bangalore, Karnataka, India

 

In pioneer days they used oxen for heavy pulling, and when one ox couldn’t budge a log, they didn’t try to grow a larger ox. We shouldn’t be trying for bigger computers, but for more systems of computers

—Grace Hopper, an American computer scientist

Data analytics trends have been disruptive. It would be an understatement to say that within the data analytics practitioner community, there exists a lean school of thoughts for data processing and drawing insights that are meaningful for business. ...