What you'd generally do is look at using federation or one of the global 
storage systems like Victoria Metrics, Thanos or Cortex.

You'd have a Prometheus server in each location, and then central systems for 
global views and alerts. 

On 14 June 2020 12:19:43 BST, "Mathieu Tétreault" 
<[email protected]> wrote:
>I will have to double check, at first glance, the metrics servers
>didn't
>have enough resources available to run prometheus alongside their
>application.
>That's the main reason why I started to investigate setting up a
>watchdog
>setup and the pushgateway.
>
>My understanding is that it will also prevent grafana frome properly
>displaying the data properly from time to time. Since sometimes it
>won't be
>able to query the metrics server, an issue that would be less visible
>if we
>have a global prometheus instance that stores all the data.
>
>Cheers,
>
>Mathieu
>
>On Sat, Jun 13, 2020 at 8:25 AM Stuart Clark <[email protected]>
>wrote:
>
>> On 12/06/2020 19:45, Mathieu Tétreault wrote:
>> > We plan on using prometheus to fetch data from multiples servers
>and
>> > the link between the metrics's server and the prometheus servers is
>> > known for not being that reliable. The instability can last a
>couples
>> > of minutes and there is nothing we can do about it.
>> >
>> > Most of the time prometheus will be able to fetch the metrics.
>> > However, when prometheus is unable to pull the data the metrics
>server
>> > will need to be able to cache them until the connection is back.
>> >
>> > Since most of the time the connection will be up, I was thinking
>about
>> > setting up a watchdog refreshed by the metric pull. When the
>watchdog
>> > trigs, then cache the data until the pushgateway is pulled.
>> >
>> > If anyone had any advise on that, that'd be appreciated.
>> >
>>
>> Is it possible to run the Prometheus server on the other end of the
>link?
>>
>> In general it is advised to run Prometheus servers as close as
>possible
>> to the things being monitored. For example a server per datacenter
>> instead of a single global server, etc.
>>
>>
>
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