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Using Telegraf plugins to visualize industrial IoT data with the Grafana Cloud Hosted Prometheus service

One of the biggest challenges with data visualization for complicated software systems is getting quick access to the underlying data and connecting it to some form of cloud-hosted solution. Traditionally it has required quite a bit of middleware and upfront setup with additional tooling.

Discover in Kibana uses the fields API in 7.12

With Elastic 7.12, Discover now uses the fields API by default. Reading from _source is still supported through a switch in the Advanced Settings. This change stems from updates made to Elasticsearch in 7.11 with the extension of the Search API to include the new fields parameter. When using the new search parameter, both a document’s raw source and the index mappings to load and return values are used.

Time-based scaling of Enterprise Search on Elastic Cloud

Does your Elastic Enterprise Search Cloud deployment follow a predictable usage pattern? You can automatically scale up and down your deployment on a schedule to achieve optimal performance and reduce operating costs. In this article we show you how to use the Elastic Cloud API to change how many Enterprise Search nodes you’re running. We call these APIs from a cron job to achieve hands-free, time-triggered autoscaling.