AWS Architecture Blog

Category: AWS Big Data

Let's Architect

Let’s Architect! Modern data architectures

Data is the fuel for AI; modern data is even more important for generative AI and advanced data analytics, producing more accurate, relevant, and impactful results. Modern data comes in various forms: real-time, unstructured, or user-generated. Each form requires a different solution. AWS’s data journey began with Amazon Simple Storage Service (Amazon S3) in 2006, […]

Let's Architect

Let’s Architect! Architecting for big data workloads

Big data is often defined by 3 Vs: greater variety, volumes, and velocity. Because of the three Vs, big data poses data management challenges that cannot be solved with traditional databases. Not only that, but trying to overcome these issues can lead to scaling problems, bottlenecks, and spiraling costs. To help with this, you need to […]

EMR solution diagram

Field Notes: Launch Amazon EMR with a Static Private IP in a Private Subnet

Organizations across every industry and sector are looking to easily and cost-effectively process vast amounts of data. Amazon EMR offers a way to instantly provision as much or as little capacity as needed to perform data- intensive tasks. When launching Amazon EMR, the IPs of the primary (master) and core node are automatically assigned at […]