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authorDaniel Baumann <daniel.baumann@progress-linux.org>2024-04-19 02:57:58 +0000
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+# Database
+
+Netdata is fully capable of long-term metrics storage, at per-second granularity, via its default database engine
+(`dbengine`). But to remain as flexible as possible, Netdata supports several storage options:
+
+1. `dbengine`, (the default) data are in database files. The [Database Engine](https://github.com/netdata/netdata/blob/master/database/engine/README.md) works like a
+ traditional database. There is some amount of RAM dedicated to data caching and indexing and the rest of the data
+ reside compressed on disk. The number of history entries is not fixed in this case, but depends on the configured
+ disk space and the effective compression ratio of the data stored. This is the **only mode** that supports changing
+ the data collection update frequency (`update every`) **without losing** the previously stored metrics. For more
+ details see [here](https://github.com/netdata/netdata/blob/master/database/engine/README.md).
+
+2. `ram`, data are purely in memory. Data are never saved on disk. This mode uses `mmap()` and supports [KSM](#ksm).
+
+3. `save`, data are only in RAM while Netdata runs and are saved to / loaded from disk on Netdata restart. It also
+ uses `mmap()` and supports [KSM](#ksm).
+
+4. `map`, data are in memory mapped files. This works like the swap. When Netdata writes data on its memory, the Linux
+ kernel marks the related memory pages as dirty and automatically starts updating them on disk. Unfortunately we
+ cannot control how frequently this works. The Linux kernel uses exactly the same algorithm it uses for its swap
+ memory. This mode uses `mmap()` but does not support [KSM](#ksm). _Keep in mind though, this option will have a
+ constant write on your disk._
+
+5. `alloc`, like `ram` but it uses `calloc()` and does not support [KSM](#ksm). This mode is the fallback for all others
+ except `none`.
+
+6. `none`, without a database (collected metrics can only be streamed to another Netdata).
+
+## Which database mode to use
+
+The default mode `[db].mode = dbengine` has been designed to scale for longer retentions and is the only mode suitable
+for parent Agents in the _Parent - Child_ setups
+
+The other available database modes are designed to minimize resource utilization and should only be considered on
+[Parent - Child](https://github.com/netdata/netdata/blob/master/docs/metrics-storage-management/enable-streaming.md) setups at the children side and only when the
+resource constraints are very strict.
+
+So,
+
+- On a single node setup, use `[db].mode = dbengine`.
+- On a [Parent - Child](https://github.com/netdata/netdata/blob/master/docs/metrics-storage-management/enable-streaming.md) setup, use `[db].mode = dbengine` on the
+ parent to increase retention, and a more resource-efficient mode like, `dbengine` with light retention settings, `save`, `ram`, or `none` for the children to minimize resource utilization.
+
+## Choose your database mode
+
+You can select the database mode by editing `netdata.conf` and setting:
+
+```conf
+[db]
+ # dbengine (default), ram, save (the default if dbengine not available), map (swap like), none, alloc
+ mode = dbengine
+```
+
+## Netdata Longer Metrics Retention
+
+Metrics retention is controlled only by the disk space allocated to storing metrics. But it also affects the memory and
+CPU required by the agent to query longer timeframes.
+
+Since Netdata Agents usually run on the edge, on production systems, Netdata Agent **parents** should be considered.
+When having a [**parent - child**](https://github.com/netdata/netdata/blob/master/docs/metrics-storage-management/enable-streaming.md) setup, the child (the
+Netdata Agent running on a production system) delegates all of its functions, including longer metrics retention and
+querying, to the parent node that can dedicate more resources to this task. A single Netdata Agent parent can centralize
+multiple children Netdata Agents (dozens, hundreds, or even thousands depending on its available resources).
+
+## Running Netdata on embedded devices
+
+Embedded devices typically have very limited RAM resources available.
+
+There are two settings for you to configure:
+
+1. `[db].update every`, which controls the data collection frequency
+2. `[db].retention`, which controls the size of the database in memory (except for `[db].mode = dbengine`)
+
+By default `[db].update every = 1` and `[db].retention = 3600`. This gives you an hour of data with per second updates.
+
+If you set `[db].update every = 2` and `[db].retention = 1800`, you will still have an hour of data, but collected once
+every 2 seconds. This will **cut in half** both CPU and RAM resources consumed by Netdata. Of course experiment a bit to find the right setting.
+On very weak devices you might have to use `[db].update every = 5` and `[db].retention = 720` (still 1 hour of data, but
+1/5 of the CPU and RAM resources).
+
+You can also disable [data collection plugins](https://github.com/netdata/netdata/blob/master/collectors/README.md) that you don't need. Disabling such plugins will also
+free both CPU and RAM resources.
+
+## Memory optimizations
+
+### KSM
+
+KSM performs memory deduplication by scanning through main memory for physical pages that have identical content, and
+identifies the virtual pages that are mapped to those physical pages. It leaves one page unchanged, and re-maps each
+duplicate page to point to the same physical page. Netdata offers all of its in-memory database to kernel for
+deduplication.
+
+In the past, KSM has been criticized for consuming a lot of CPU resources. This is true when KSM is used for
+deduplicating certain applications, but it is not true for Netdata. Agent's memory is written very infrequently
+(if you have 24 hours of metrics in Netdata, each byte at the in-memory database will be updated just once per day). KSM
+is a solution that will provide 60+% memory savings to Netdata.
+
+### Enable KSM in kernel
+
+To enable KSM in kernel, you need to run a kernel compiled with the following:
+
+```sh
+CONFIG_KSM=y
+```
+
+When KSM is enabled at the kernel, it is just available for the user to enable it.
+
+If you build a kernel with `CONFIG_KSM=y`, you will just get a few files in `/sys/kernel/mm/ksm`. Nothing else
+happens. There is no performance penalty (apart from the memory this code occupies into the kernel).
+
+The files that `CONFIG_KSM=y` offers include:
+
+- `/sys/kernel/mm/ksm/run` by default `0`. You have to set this to `1` for the kernel to spawn `ksmd`.
+- `/sys/kernel/mm/ksm/sleep_millisecs`, by default `20`. The frequency ksmd should evaluate memory for deduplication.
+- `/sys/kernel/mm/ksm/pages_to_scan`, by default `100`. The amount of pages ksmd will evaluate on each run.
+
+So, by default `ksmd` is just disabled. It will not harm performance and the user/admin can control the CPU resources
+they are willing to have used by `ksmd`.
+
+### Run `ksmd` kernel daemon
+
+To activate / run `ksmd,` you need to run the following:
+
+```sh
+echo 1 >/sys/kernel/mm/ksm/run
+echo 1000 >/sys/kernel/mm/ksm/sleep_millisecs
+```
+
+With these settings, ksmd does not even appear in the running process list (it will run once per second and evaluate 100
+pages for de-duplication).
+
+Put the above lines in your boot sequence (`/etc/rc.local` or equivalent) to have `ksmd` run at boot.
+
+### Monitoring Kernel Memory de-duplication performance
+
+Netdata will create charts for kernel memory de-duplication performance, the **deduper (ksm)** charts can be seen under the **Memory** section in the Netdata UI.
+
+#### KSM summary
+
+The summary gives you a quick idea of how much savings (in terms of bytes and in terms of percentage) KSM is able to achieve.
+
+![image](https://user-images.githubusercontent.com/24860547/199454880-123ae7c4-071a-4811-95b8-18cf4e4f60a2.png)
+
+#### KSM pages merge performance
+
+This chart indicates the performance of page merging. **Shared** indicates used shared pages, **Unshared** indicates memory no longer shared (pages are unique but repeatedly checked for merging), **Sharing** indicates memory currently shared(how many more sites are sharing the pages, i.e. how much saved) and **Volatile** indicates volatile pages (changing too fast to be placed in a tree).
+
+A high ratio of Sharing to Shared indicates good sharing, but a high ratio of Unshared to Sharing indicates wasted effort.
+
+![image](https://user-images.githubusercontent.com/24860547/199455374-d63fd2c2-e12b-4ddf-947b-35371215eb05.png)
+
+#### KSM savings
+
+This chart shows the amount of memory saved by KSM. **Savings** indicates saved memory. **Offered** indicates memory marked as mergeable.
+
+![image](https://user-images.githubusercontent.com/24860547/199455604-43cd9248-1f6e-4c31-be56-e0b9e432f48a.png)
+
+#### KSM effectiveness
+
+This chart tells you how well KSM is doing at what it is supposed to. It does this by charting the percentage of the mergeable pages that are currently merged.
+
+![image](https://user-images.githubusercontent.com/24860547/199455770-4d7991ff-6b7e-4d96-9d23-33ffc572b370.png)