Wednesday, September 9, 2015

How Agari Uses Airbnb's Airflow As A Smarter Cron

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Workflow schedulers are systems that are responsbile for the periodic execution of workflows in a reliable and scalable manner. Workflow schedulers are pervasive - for instance, any company that has a data warehouse, a specialized database typically used for reporting, uses a workflow scheduler to coordinate nightly data loads into the data warehouse. Of more interest to companies like Agari is the use of workflow schedulers to reliably execute complex and business-critical "big" data science workloads! Agari, an email security company that tackles the problem of phishing, is increasingly leveraging data science, machine learning, and big data practices typically seen in data-driven companies like LinkedIn, Google, and Facebook in order to meet the demands of burgeoning data and dynamicism around modeling.

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