← DevOps and infrastructure

Performance Issues with Monitoring Tools

Pain pointTrend: NewConfidence: LowFirst seen 7/29/2026 · last seen 7/29/2026

Opportunity score

30

Mentions

3

Communities

2

Growth since last check

new

What's happening

Users are experiencing performance issues with their monitoring setups, particularly with tools like Grafana and Logstash. Complaints include slow processing times and timeouts, which hinder their ability to effectively monitor their infrastructure.

Why this score: The performance issues are causing frustration and operational challenges, but there is no immediate indication of users looking to pay for a solution.

Who's affected

DevOps teamsInfrastructure engineersData engineers

What people try to do

  • Adjusting configurations to improve performance.
  • Seeking community advice on optimizing their setups.

Why current solutions fail

  • Current tools are not optimized for high-performance environments.
  • Complex configurations lead to slow processing times.

What to build

  • Optimize existing Grafana and Logstash configurations for better performance.
  • Create a guide or tool to help users troubleshoot and resolve common performance issues.
  • Develop a lightweight alternative to Logstash that focuses on speed and efficiency.

Reasons to be careful

  • People already tried: Grafana, Logstash — this space isn't empty.

Evidence

Grafana Stack on AWS ECS - Performance Issues with Logstash and Loki Query Timeouts

“Hi everyone, I've deployed the following Grafana-based observability stack on AWS ECS: Cloudflare Logpush → S3 S3 → Logstash Logstash → Grafana Alloy Alloy → Loki Loki → Grafana All components are running in ECS containers. Issue 1: Logstash Processing Too Slowly Logstash is processing logs from ...”

grafana-community · naveenverma1 · 6/20/2025

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Problem with machine metrics affecting the autoscaling

“Hi everyone, I'm having some issues with my Django Channels WebSocket application scaling configuration. I've set up connection-based scaling with a softlimit of 20 and hardlimit of 25 connections. However, the limits don't seem to be working as expected, and I'm noticing some strange behavior. T...”

flyio-community · giulianopenido · 11/25/2024

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Reliability: It's Not Great

“The last four months have been rough. We've had more issues than we're OK with. I've hesitated to share this because, well, I'm fighting a debilitating feeling of failure. Fear, too. If we don't improve, our company ceases to exist, and I really like working on this company. One interesting probl...”

flyio-community · kurt · 3/6/2023

Open original →

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