article thumbnail

Automated Migration and Scaling of Hadoop™ Clusters

Pinterest Engineering

Site Reliability Engineer Pinterest Big Data Infrastructure Much of Pinterests big data is processed using frameworks like MapReduce, Spark, and Flink on Hadoop YARN . We use AWS for our infrastructure, and each cluster uses Auto Scaling Groups (ASGs) to maintain cluster size. Terraform is utilized to create each cluster.

Hadoop 42
article thumbnail

AWS Lambda Cold Start: A Beginner’s Guide

ProjectPro

Discover all there is to know about AWS Lambda Cold Starts with our in-depth guide. With the global cloud computing market size likely to reach over $727 billion in 2024 , AWS Lambda has emerged as a game-changer, simplifying complex processes with its serverless architecture. That's what we call an AWS Lambda Cold Start.

AWS 58
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

15 AWS DevOps Project Ideas to Step Up Your DevOps Game

ProjectPro

Ready to apply your AWS DevOps knowledge to real-world challenges? Dive into these exciting AWS DevOps project ideas that can help you gain hands-on experience in the big data industry! With this rapid growth of the DevOps market, most cloud computing providers, such as AWS, Azure , etc., billion in 2023 to USD 25.5

AWS 61
article thumbnail

Top 10 AWS Services for Data Engineering Projects

ProjectPro

This is where AWS data engineering tools come into the scenario. AWS data engineering tools make it easier for data engineers to build AWS data pipelines, manage data transfer, and ensure efficient data storage. In other words, these tools allow engineers to level-up data engineering with AWS.

AWS 52
article thumbnail

Data Engineering Roadmap, Learning Path,& Career Track 2025

ProjectPro

Experience with using cloud services providing platforms like AWS/GCP/Azure. Knowledge of popular big data tools like Apache Spark, Apache Hadoop, etc. Learning Resources: How to Become a GCP Data Engineer How to Become a Azure Data Engineer How to Become a Aws Data Engineer 6. Similar pricing as AWS.

article thumbnail

AWS Glue vs. EMR- Which is Right For Your Big Data Project?

ProjectPro

Amazon Web Services (AWS) provides a wide range of tools and services for handling enormous amounts of data. The two most popular AWS data engineering services for processing data at scale for analytics operations are Amazon EMR and AWS Glue. Executing ETL tasks in the cloud is fast and simple with AWS Glue.

article thumbnail

AWS Data Analytics Certification: Your Master Guide

ProjectPro

This blog will provide you with valuable insights, exam preparation tips, and a step-by-step roadmap to ace the AWS Data Analyst Certification exam. So if you are ready to master the world of data analysis with AWS, then keep reading. Table of Contents Is AWS Data Analytics Certification Worth It?

AWS 52