---
title: "Discussion on \"The Architecture — Prometheus, Grafana, and StatsD for Batch Workloads\" | Hashnode"
description: "Discussion on \"The Architecture — Prometheus, Grafana, and StatsD for Batch Workloads\". Master the Airflow Prometheus StatsD architecture for batch workloads. Eliminate race conditions and cardinality explosions with push-based telemetry."
url: "https://hashnode.com/posts/the-architecture-prometheus-grafana-and-statsd-for-batch-workloads/6a09b3a23104e2aff0916928"
---

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Discussion

# [The Architecture — Prometheus, Grafana, and StatsD for Batch Workloads](https://blog.thestaffblueprint.com/the-architecture-prometheus-grafana-and-statsd-for-batch-workloads?utm_source=hashnode&utm_medium=feed)

Master the Airflow Prometheus StatsD architecture for batch workloads. Eliminate race conditions and cardinality explosions with push-based telemetry.

May 17 · 7 min read · blog.thestaffblueprint.com  
Updated May 29  
Read the article

## Written by

[Chirag Bhatia](https://hashnode.com/@chiragbhatia94)

@chiragbhatia94 · Bangalore, India

  
[View profile](https://hashnode.com/@chiragbhatia94)

Staff Software Engineer @ Walmart Global Tech

Hi, I'm Chirag! By day, I'm a Staff Engineer designing high-scale distributed platforms and full-stack systems. By night, I’m just a highly curious engineer who loves writing down what I learn, sharing my architectural experiments, and chatting about how things work (and why they sometimes break!). I started this blog because I believe the best engineering happens when we share our blueprints openly, embrace our mistakes, and learn from one another. Grab a cup of coffee and let's explore!

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