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Add resource usage guidelines docs (#6028)
* wip docs * wip * editing * update with experimental results of 1m scrape interval * feedback * fix-formatting
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--- | ||
aliases: | ||
- /docs/agent/flow/monitoring/resource-usage/ | ||
- /docs/grafana-cloud/agent/flow/monitoring/resource-usage/ | ||
- /docs/grafana-cloud/monitor-infrastructure/agent/flow/monitoring/resource-usage/ | ||
- /docs/grafana-cloud/monitor-infrastructure/integrations/agent/flow/monitoring/resource-usage/ | ||
- /docs/grafana-cloud/send-data/agent/flow/monitoring/resource-usage/ | ||
canonical: https://grafana.com/docs/agent/latest/flow/monitoring/resource-usage/ | ||
description: Guidance for expected Agent resource usage | ||
headless: true | ||
title: Resource usage | ||
--- | ||
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# {{% param "PRODUCT_NAME" %}} resource usage | ||
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This page provides guidance for expected resource usage of | ||
{{% param "PRODUCT_NAME" %}} for each telemetry type, based on operational | ||
experience of some of the {{% param "PRODUCT_NAME" %}} maintainers. | ||
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{{% admonition type="note" %}} | ||
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The resource usage depends on the workload, hardware and the configuration used. | ||
The information on this page is a good starting point for most users, but your | ||
actual usage may be different. | ||
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{{% /admonition %}} | ||
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## Prometheus metrics | ||
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The Prometheus metrics resource usage depends mainly on the number of active | ||
series that need to be scraped and the scrape interval. | ||
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As a rule of thumb, **per each 1 million active series** and with the default | ||
scrape interval, you can expect to use approximately: | ||
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* 1.5 CPU cores | ||
* 11 GiB of memory | ||
* 1.5 MiB/s of total network bandwidth, send and receive | ||
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These recommendations are based on deployments that use [clustering][], but they | ||
will broadly apply to other deployment modes. For more information on how to | ||
deploy {{% param "PRODUCT_NAME" %}}, see | ||
[deploying grafana agent][]. | ||
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[deploying grafana agent]: {{< relref "../setup/deploy-agent.md" >}} | ||
[clustering]: {{< relref "../concepts/clustering.md" >}} | ||
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## Loki logs | ||
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Loki logs resource usage depends mainly on the volume of logs ingested. | ||
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As a rule of thumb, **per each 1 MiB/second of logs ingested**, you can expect | ||
to use approximately: | ||
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* 1 CPU core | ||
* 120 MiB of memory | ||
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These recommendations are based on Kubernetes DaemonSet deployments on clusters | ||
with relatively small number of nodes and high logs volume on each. The resource | ||
usage can be higher per each 1 MiB/second of logs if you have a large number of | ||
small nodes due to the constant overhead of running the {{% param "PRODUCT_NAME" %}} on each node. | ||
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Additionally, factors such as number of labels, number of files and average log | ||
line length may all play a role in the resource usage. | ||
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## Pyroscope profiles | ||
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Pyroscope profiles resource usage depends mainly on the volume of profiles. | ||
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As a rule of thumb, **per each 100 profiles/second**, you can expect to use | ||
approximately: | ||
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* 1 CPU core | ||
* 10 GiB of memory | ||
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Factors such as size of each profile and frequency of fetching them also play a | ||
role in the overall resource usage. |