---
title: "Discussion on \"Metric Granularity for Batch Workloads\" | Hashnode"
description: "Discussion on \"Metric Granularity for Batch Workloads\". What to Track, Where to Store It, and Why Counters Break"
url: "https://hashnode.com/posts/metric-granularity-for-batch-workloads/6a0dd3c4e499e6b43c325932"
---

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# [Metric Granularity for Batch Workloads](https://blog.thestaffblueprint.com/metric-granularity-for-batch-workloads?utm_source=hashnode&utm_medium=feed)

What to Track, Where to Store It, and Why Counters Break

May 20 · 6 min read · blog.thestaffblueprint.com  
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-   [#prometheus](https://hashnode.com/tag/prometheus)
-   [#observability](https://hashnode.com/tag/observability)
-   [#data-engineering](https://hashnode.com/tag/data-engineering)
-   [#metrics](https://hashnode.com/tag/metrics)

## 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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