# AWS Machine Learning explains how to avoid auto-scaling pitfalls

> Full text available in Russian

**Published:** October 22, 2026
**Author:** SMNTCN — AI & Tech News
**Source:** SMNTCN (Semanticon) — глобальные новости ИИ
**Language:** ru-RU
**HTML:** https://aiqazaqstan.com/en/articles/aws-machine-learning-obyasnyaet-kak-izbezhat-oshibok-avto-masshtabirovan

AWS Machine Learning shares techniques for avoiding errors in TTS auto-scaling.

> From the original source: **SMNTCN (Semanticon) — глобальные новости ИИ**
> [Read full article at SMNTCN (Semanticon) — глобальные новости ИИ](https://smntcn.com/ru/article/aws-machine-learning-obyasnyaet-kak-izbezhat-oshibok-avto-masshtabirovaniya-8038)

**Tags:** #GPU & Суперкомпьютеры

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