AmazonAmazon ML Engineer Associate MLA-C01 Certification ·EN ·Updated 3 Aug 2026

A company built a data ingestion pipeline that uses Amazon Kinesis Data Firehose to send ecommerce sales transactions into Amazon OpenSearch Service. The Firehose buffer interval is set to 60 seconds. An OpenSearch linear model produces real-time sales forecasts that appear on an OpenSearch dashboard. The company requires sub-second latency for the real-time dashboard. Which architectural change will achieve that requirement?

Choose an answer

Tap an option to check your answer.

Pass your exam — without the endless answer hunt

Get every verified question and explanation for this exam in one place, and save hours of prep. 1,000+ certifications · 20+ languages · free to start.

Pass your exam faster No card needed
✓ Verified by ExamRoll editorial · Updated 3 August 2026 · Source: official academy
All-in-one access

One subscription. Every exam.

Every plan unlocks unlimited answer search, practice tests, AI explanations, and the full resource library — in 20+ languages.

Monthly
24.87
Just €0.83/day
Everything included:
  • Unlimited answer search
  • Unlimited practice tests
  • AI-powered explanations
  • Full resource library
  • 20+ languages
  • Weekly content updates
  • Rewards & referrals
  • Priority support
Start free trial

No credit card required*

Best value
12 months
179.87
Just €0.49/daySave 40%
Everything included:
  • Unlimited answer search
  • Unlimited practice tests
  • AI-powered explanations
  • Full resource library
  • 20+ languages
  • Weekly content updates
  • Rewards & referrals
  • Priority support
Start free trial

No credit card required*

✓ Free plan included · ✓ Cancel anytime · ✓ All plans unlock the full product