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StreamSets Data Integration Blog

Where change is welcome.

Continuous Ingest in the Face of Data Drift (from the Cloudera Vision Blog)

Arvind Prabhakar By February 1, 2016

Big data has come a long way, with adoption accelerating as CIOs recognize the business value of extracting insights from the troves of data collected by their companies and business partners. But, as is often the case with innovations, mainstream adoption of big data has exposed a new challenge: how to ingest data continuously from any source and with high quality. Indeed, we have found that there are environmental causes that make it next to impossible to scale ingestion using current approaches, and this has serious implications for scaling big data projects.

StreamSets Monitoring with Grafana, InfluxDB, and jmxtrans

By January 14, 2016

The ability to monitor your critical infrastructure is a must, and we designed the StreamSets Data Collector (SDC) with this in mind: metrics are exposed through both the REST API and JMX. While there are many approaches to monitoring these metrics, let’s walk through a specific end-to-end example using jmxtrans to collect metrics, InfluxDB to store them, and Grafana to visualize them.

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