---
title: "Discussion on \"Aggregation Strategies for Scalable Data Insights: A Technical Perspective\" | Hashnode"
description: "Discussion on \"Aggregation Strategies for Scalable Data Insights: A Technical Perspective\". Optimizing Elasticsearch Aggregations: Sampler, Composite, and Terms Explained"
url: "https://hashnode.com/posts/aggregation-strategies-for-scalable-data-insights-a-technical-perspective/68b7c1d7e7c577b15a8468aa"
---

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Discussion

# [Aggregation Strategies for Scalable Data Insights: A Technical Perspective](https://cstechnologyblog.hashnode.dev/aggregation-strategies-for-scalable-data-insights-a-technical-perspective?utm_source=hashnode&utm_medium=feed)

Optimizing Elasticsearch Aggregations: Sampler, Composite, and Terms Explained

Sep 3, 2025 · 6 min read · cstechnologyblog.hashnode.dev  
Updated Sep 15, 2025  
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-   [#elasticsearch](https://hashnode.com/tag/elasticsearch)
-   [#aggregation](https://hashnode.com/tag/aggregation)
-   [#big-data](https://hashnode.com/tag/big-data)
-   [#elasticsearchqueries](https://hashnode.com/tag/elasticsearchqueries)

## Written by

[CapeStart](https://hashnode.com/@capestart)

@capestart · Cambride, MA 02142

  
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CapeStart Helps Startups, SMEs and Large Enterprises Compete and Win in the AI Economy. CapeStart provides AI Services—through our award-winning MadeAi™ Platform—Technology Services, Research & Analysis Services, and Medical Imaging Services for Healthcare and Life Sciences, Telecom, Finance, Manufacturing, Retail, and Legal industries.

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