# How to validate memory-intensive workloads scale in the cloud

DevFeed: [How to validate memory-intensive workloads scale in the cloud](<https://devfeed.tech/articles/how-to-validate-memory-intensive-workloads-scale-in-the-cloud-11645.md>)

Original publisher: [Read original article](<https://www.gremlin.com/blog/how-to-validate-memory-intensive-workloads-in-the-cloud>)

Author: Andre Newman

Published: 2024-03-06T00:00:00Z

Content type: tutorial

Language: en

Sources: [Gremlin Blog](<https://devfeed.tech/sources/gremlin-blog.md>)

Topics: [Cloud](<https://devfeed.tech/topics/cloud.md>), [systems](<https://devfeed.tech/topics/systems.md>), [Provisioning](<https://devfeed.tech/topics/provisioning.md>), [Processes](<https://devfeed.tech/topics/processes.md>), [cpu](<https://devfeed.tech/topics/cpu.md>), [Software](<https://devfeed.tech/topics/software.md>), [Server](<https://devfeed.tech/topics/server.md>)

Tags: [aws](<https://devfeed.tech/tags/aws.md>), [chaos-engineering](<https://devfeed.tech/tags/chaos-engineering.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [cost](<https://devfeed.tech/tags/cost.md>), [memory-management](<https://devfeed.tech/tags/memory-management.md>), [scale](<https://devfeed.tech/tags/scale.md>), [server](<https://devfeed.tech/tags/server.md>), [software](<https://devfeed.tech/tags/software.md>), [testing](<https://devfeed.tech/tags/testing.md>)

## AI overview

This tutorial explains how to size and manage memory for cloud workloads. It covers the relationship between memory, process capacity, reliability, cloud compute cost, provisioning assumptions, and scaling, with AWS memory-optimized instances as an example.

## Source excerpt

Managing memory usage in cloud workloads is challenging. Learn how to determine your memory and RAM requirements, how to autoscale based on memory usage, and how to ensure you're ready for high-traffic events using Gremlin.