AWS Architecture Blog
Category: Technical How-to
Field Notes: How Sportradar Accelerated Data Recovery Using AWS Services
This post was co-written by Mithil Prasad, AWS Senior Customer Solutions Manager, Patrick Gryczka, AWS Solutions Architect, Ben Burdsall, CTO at Sportradar and Justin Shreve, Director of Engineering at Sportradar. Ransomware is a type of malware which encrypts data, effectively locking those affected by it out of their own data and requesting a payment to […]
Field Notes: How to Set Up Your Cross-Account and Cross-Region Database for Amazon Aurora
This post was co-written by Ashutosh Pateriya, Solution Architect at AWS and Nirmal Tomar, Principal Consultant at Infosys Technologies Ltd. Various organizations have stringent regulatory compliance obligations or business requirements that require an effective cross-account and cross-region database setup. We recommend to establish a Disaster Recovery (DR) environment in different AWS accounts and Regions for […]
Field Notes: Orchestrating and Monitoring Complex, Long-running Workflows Using AWS Step Functions
Situation: S&P Global Market Intelligence’s WSO solution offers financial reports to hundreds of clients worldwide. When S&P Global Market Intelligence completed the migration of WSO’s SaaS software to AWS, it unlocked the power and agility to deliver new product features monthly, as opposed to a multi-year release cycle. This migration also presented a great opportunity […]
Field Notes: Use AWS Cloud9 to Power Your Visual Studio Code IDE
Everyone has their favorite integrated development environment, or IDE, as it’s more commonly known. For many of us, it’s a tool that we rely on for our day-to-day activities. In some instances, it’s a tool we’ve spent years getting set up just the way we want – from the theme that looks the best to […]
Field Notes: Automating Data Ingestion and Labeling for Autonomous Vehicle Development
This post was co-written by Amr Ragab, AWS Sr. Solutions Architect, EC2 Engineering and Anant Nawalgaria, former AWS Professional Services EMEA. One of the most common needs we have heard from customers in Autonomous Vehicle (AV) development, is to launch a hybrid deployment environment at scale. As vehicle fleets are deployed across the globe, they […]
Field Notes: Accelerating Data Science with RStudio and Shiny Server on AWS Fargate
This post was updated November 18, 2021. Data scientists continuously look for ways to accelerate time to value for analytics projects. RStudio Server is a popular Integrated Development Environment (IDE) for R, which is used to render analytics visualizations for faster decision making. These visualizations are traditionally hosted on legacy unix servers along with Shiny […]
Field Notes: SQL Server Deployment Options on AWS Using Amazon EC2
Many enterprise applications run Microsoft SQL Server as their backend relational database. There are various options for customers to benefit from deploying their SQL Server on AWS. This blog will help you choose the right architecture for your SQL Server Deployment with high availability options, using Amazon EC2 for mission-critical applications. SQL Server on Amazon […]
Field Notes: Develop Data Pre-processing Scripts Using Amazon SageMaker Studio and an AWS Glue Development Endpoint
This post was co-written with Marcus Rosen, a Principal – Machine Learning Operations with Rio Tinto, a global mining company. Data pre-processing is an important step in setting up Machine Learning (ML) projects for success. Many AWS customers use Apache Spark on AWS Glue or Amazon EMR to run data pre-processing scripts while using Amazon SageMaker […]
Field Notes: Benchmarking Performance of the New M5zn, D3, and R5b Instance Types with Datadog
This post was co-written with Danton Rodriguez, Product Manager at Datadog. At re:Invent 2020, AWS announced the new Amazon Elastic Compute Cloud (Amazon EC2) M5zn, D3, and R5b instance types. These instances are built on top of the AWS Nitro System, a collection of AWS-designed hardware and software innovations that enable the delivery of private networking, […]
Field Notes: Data-Driven Risk Analysis with Amazon Neptune and Amazon Elasticsearch Service
September 8, 2021: Amazon Elasticsearch Service has been renamed to Amazon OpenSearch Service. See details. This blog post is co-authored with Charles Crouspeyre and Angad Srivastava. Charles is Director at Accenture Applied Intelligence and ASEAN AI SME (Subject Matter Expert) and Angad is Data and Analytics Consultant at AWS and NLP (Natural Language Processing) expert. […]