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Using Kappa Architecture to Reduce Data Integration Costs

Striim

In this article, we will take a look at the benefits and drawbacks of kappa architecture, how Striim makes it easier to use, what infrastructure you need for your kappa architecture, and how you can start designing your own kappa architecture with a free version of Striim’s unified data integration and streaming platform.

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61 Data Observability Use Cases From Real Data Teams

Monte Carlo

One successful CMS company uses these custom monitors to keep track of a process that loads data to BigQuery that is gathered by a cron on the server farm. Because the sheer amount of data takes several days to process, they designed a query that checks rows loaded on a day over day and week over week basis to make sure the cron is on track.

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61 Data Observability Use Cases That Aren’t Totally Made Up

Monte Carlo

One successful CMS company uses these custom monitors to keep track of a process that loads data to BigQuery that is gathered by a cron on the server farm. Because the sheer amount of data takes several days to process, they designed a query that checks rows loaded on a day over day and week over week basis to make sure the cron is on track.

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What is ETL Pipeline? Process, Considerations, and Examples

ProjectPro

Incremental Extraction Each time a data extraction process runs (such as an ETL pipeline), only new data and data that has changed from the last time are collected—for example, collecting data through an API. Stage Data Data that has been transformed is stored in this layer.

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