Category Archives: Monitoring

Hardware, services and network monitoring systems

Grafana Loki: collecting AWS LoadBalancer logs from S3 with Promtail Lambda
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25 November 2023

Currently, we are able to collect our API Gateway logs from the CloudWatch Logs to Grafana Loki, see. Loki: collecting logs from CloudWatch Logs using Lambda Promtail. But in the process of migrating to Kubernetes, we have Application Load Balancers that can only write logs to S3, and we need to learn how to collect… Read More »

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VictoriaMetrics: pushing metrics without Prometheus Pushgateway
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18 November 2023

In the Prometheus: running Pushgateway on Kubernetes with Helm and Terraform post I wrote about how to add Pushgateway to Prometheus, which allows using the Push model instead of Pull, that is, an Exporter can send metrics directly to the database instead of waiting for Prometheus or VMAgent to come to it. With VictoriaMetrics, it’s… Read More »

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VictoriaMetrics: VMAuth – Proxy, Authentication, and Authorization
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27 August 2023

We continue to develop our monitoring stack. See the first part – VictoriaMetrics: creating a Kubernetes monitoring stack with its own Helm chart. What do we want to do next: give access to developers so that they can set Silence for alerts themselves in Alertmanager to avoid spamming Slack, see Prometheus: Alertmanager Web UI alerts Silence.… Read More »

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Grafana: values ​​from records in Loki logs, and dual-Y-axes panels in Grafana
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19 August 2023

We have a function in AWS Lambda, that is writing logs to CloudWatch Logs, from where with the lambda-promtail we are getting them to a Grafana Loki instance to use them in Grafana graphs. What the task is: in the logs, we have records about “Init duration” and “Max Memory Used” by Lambdas. There are no… Read More »

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Grafana Loki: performance optimization with Recording Rules, caching, and parallel queries
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19 August 2023

So, we have Loki installed from the chart in simple-scale mode, see Grafana Loki: architecture and running in Kubernetes with AWS S3 storage and boltdb-shipper. Loki is runnings on an AWS Elastic Kubernetes Service cluster, installed with Loki Helm chart, AWS S3 is used as a long-term store, and BoltDB Shipper is used to work… Read More »

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AWS: Grafana Loki, InterZone traffic in AWS, and Kubernetes nodeAffinity
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19 August 2023

Traffic in AWS is generally quite an interesting and sometimes complicated thing, I once wrote about it in the AWS: Cost optimization – services expenses overview and traffic costs in AWS. Now, it’s time to return to this topic again. So, what’s the problem: in AWS Cost Explorer, I’ve noticed that we have an increase… Read More »

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VictoriaMetrics: deploying a Kubernetes monitoring stack
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23 July 2023

Now we have VictoriaMetrics + Grafana on a regular EC2 instance, launched with Docker Compose, see the VictoriaMetrics: an overview and its use instead of Prometheus. It was kind of a Proof of Concept, and it’s time to launch it “in an adult way” – in Kubernetes and all the configurations stored in a GitHub… Read More »

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VictoriaMetrics: an overview and its use instead of Prometheus
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11 June 2023

I’ve heard a lot about VictoriaMetrics for a long time, and finally, it’s time to try it out. So, in a nutshell – VictoriaMetrics is “Prometheus on steroids” and is fully compatible with it – can use its configuration files, exporters, PromQL, etc. So for me who has always used Prometheus, the first question was… Read More »

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Prometheus: GitHub Exporter – creating own exporter for GitHub API
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11 June 2023

Recently, I got a new interesting task – to build a dashboard in Grafana that would display the status of our development process and its performance, that is, the efficiency of our DevOps processes. This is necessary because we are trying to build “true continuous deployment” so that the code automatically enters Production, and we… Read More »

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