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diff --git a/docs/store/distributed-data-architecture.md b/docs/store/distributed-data-architecture.md
index 62933cfe5..96ae4d999 100644
--- a/docs/store/distributed-data-architecture.md
+++ b/docs/store/distributed-data-architecture.md
@@ -1,7 +1,11 @@
<!--
title: "Distributed data architecture"
description: "Netdata's distributed data architecture stores metrics on individual nodes for high performance and scalability using all your granular metrics."
-custom_edit_url: https://github.com/netdata/netdata/edit/master/docs/store/distributed-data-architecture.md
+custom_edit_url: "https://github.com/netdata/netdata/edit/master/docs/store/distributed-data-architecture.md"
+sidebar_label: "Distributed data architecture"
+learn_status: "Published"
+learn_topic_type: "Concepts"
+learn_rel_path: "Concepts"
-->
# Distributed data architecture
@@ -10,7 +14,7 @@ Netdata uses a distributed data architecture to help you collect and store per-s
Every node in your infrastructure, whether it's one or a thousand, stores the metrics it collects.
Netdata Cloud bridges the gap between many distributed databases by _centralizing the interface_ you use to query and
-visualize your nodes' metrics. When you [look at charts in Netdata Cloud](/docs/visualize/interact-dashboards-charts.md)
+visualize your nodes' metrics. When you [look at charts in Netdata Cloud](https://github.com/netdata/netdata/blob/master/docs/visualize/interact-dashboards-charts.md)
, the metrics values are queried directly from that node's database and securely streamed to Netdata Cloud, which
proxies them to your browser.
@@ -18,7 +22,7 @@ Netdata's distributed data architecture has a number of benefits:
- **Performance**: Every query to a node's database takes only a few milliseconds to complete for responsiveness when
viewing dashboards or using features
- like [Metric Correlations](https://learn.netdata.cloud/docs/cloud/insights/metric-correlations).
+ like [Metric Correlations](https://github.com/netdata/netdata/blob/master/docs/cloud/insights/metric-correlations.md).
- **Scalability**: As your infrastructure scales, install the Netdata Agent on every new node to immediately add it to
your monitoring solution without adding cost or complexity.
- **1-second granularity**: Without an expensive centralized data lake, you can store all of your nodes' per-second
@@ -53,17 +57,17 @@ of the Netdata Agent, without affecting disk space or memory requirements.
Any node running the Netdata Agent can store long-term metrics for any retention period, given you allocate the
appropriate amount of RAM and disk space.
-Read our document on changing [how long Netdata stores metrics](/docs/store/change-metrics-storage.md) on your nodes for
+Read our document on changing [how long Netdata stores metrics](https://github.com/netdata/netdata/blob/master/docs/store/change-metrics-storage.md) on your nodes for
details.
-You can also stream between nodes using [streaming](/streaming/README.md), allowing to replicate databases and create
+You can also stream between nodes using [streaming](https://github.com/netdata/netdata/blob/master/streaming/README.md), allowing to replicate databases and create
your own centralized data lake of metrics, if you choose to do so.
While a distributed data architecture is the default when monitoring infrastructure with Netdata, you can also configure
its behavior based on your needs or the type of infrastructure you manage.
To archive metrics to an external time-series database, such as InfluxDB, Graphite, OpenTSDB, Elasticsearch,
-TimescaleDB, and many others, see details on [integrating Netdata via exporting](/docs/export/external-databases.md).
+TimescaleDB, and many others, see details on [integrating Netdata via exporting](https://github.com/netdata/netdata/blob/master/docs/export/external-databases.md).
When you use the database engine to store your metrics, you can always perform a quick backup of a node's
`/var/cache/netdata/dbengine/` folder using the tool of your choice.
@@ -72,7 +76,7 @@ When you use the database engine to store your metrics, you can always perform a
Netdata Cloud does not store metric values.
-To enable certain features, such as [viewing active alarms](/docs/monitor/view-active-alarms.md)
+To enable certain features, such as [viewing active alarms](https://github.com/netdata/netdata/blob/master/docs/monitor/view-active-alarms.md)
or [filtering by hostname/service](https://learn.netdata.cloud/docs/cloud/war-rooms#node-filter), Netdata Cloud does
store configured alarms, their status, and a list of active collectors.
@@ -81,7 +85,7 @@ Netdata does not and never will sell your personal data or data about your deplo
## What's next?
You can configure the Netdata Agent to store days, weeks, or months worth of distributed, per-second data by
-[configuring the database engine](/docs/store/change-metrics-storage.md). Use our calculator to determine the system
+[configuring the database engine](https://github.com/netdata/netdata/blob/master/docs/store/change-metrics-storage.md). Use our calculator to determine the system
resources required to retain your desired amount of metrics, and expand or contract the database by editing a single
setting.