AWS Architecture Blog

Category: AWS Lambda

Figure 1. OR optimization options

Emerging Solutions for Operations Research on AWS

September 8, 2021: Amazon Elasticsearch Service has been renamed to Amazon OpenSearch Service. See details. Operations research (OR) uses mathematical and analytical tools to arrive at optimal solutions for complex business problems like workforce scheduling. The mathematical techniques used to solve these problems, such as linear programming and mixed-integer programming, require the use of optimization […]

Figure 1. Example request dataflow through AWS

Practical Entity Resolution on AWS to Reconcile Data in the Real World

This post was co-written with Mamoon Chowdry, Solutions Architect, previously at AWS. Businesses and organizations from many industries often struggle to ensure that their data is accurate. Data often has to match people or things exactly in the real world, such as a customer name, an address, or a company. Matching our data is important […]

Final architecture

Toyota Connected and AWS Design and Deliver Collision Assistance Application

This post was cowritten by Srikanth Kodali, Sr. IoT Data Architect at AWS, and Will Dombrowski, Sr. Data Engineer at Toyota Connected Toyota Connected North America (TC) is a technology/big data company that partners with Toyota Motor Corporation and Toyota Motor North America to develop products that aim to improve the driving experience for Toyota […]

Document processing architectural diagram

Convert and Watermark Documents Automatically with Amazon S3 Object Lambda

When you provide access to a sensitive document to someone outside of your organization, you likely need to ensure that the document is read-only. In this case, your document should be associated with a specific user in case it is shared. For example, authors often embed user-specific watermarks into their ebooks. This way, if their […]

Figure 1. On-premises and AWS queue integration for third-party services using AWS Lambda

Queue Integration with Third-party Services on AWS

Commercial off-the-shelf software and third-party services can present an integration challenge in event-driven workflows when they do not natively support AWS APIs. This is even more impactful when a workflow is subject to unpredicted usage spikes, and you want to increase decoupling and fault tolerance. Given the third-party nature of services, polling an Amazon Simple […]

Figure 1: Generating PDF invoice with Lambda

Field Notes: Three Steps to Port Your Containerized Application to AWS Lambda

AWS Lambda support for container images allows porting containerized web applications to run in a serverless environment. This gives you automatic scaling, built-in high availability, and a pay-for-value billing model so you don’t pay for over-provisioned resources. If you are currently using containers, container image support for AWS Lambda means you can use these benefits […]

Field Notes: Creating Custom Analytics Dashboards with FireEye Helix and Amazon QuickSight

FireEye Helix is a security operations platform that allows organizations to take control of any incident from detection to response. FireEye Helix detects security incidents by correlating logs and configuration settings from sources like VPC Flow Logs, AWS CloudTrail, and Security groups. In this blog post, we will discuss an architecture that allows you to […]

Figure 1. High-level architecture pattern for automating chaos engineering

Chaos Testing with AWS Fault Injection Simulator and AWS CodePipeline

The COVID-19 pandemic has proven to be the largest stress test of our technology infrastructures in generations. A meteoric increase in internet consumption followed, due in large part to working and schooling from home. The chaotic, early months of the pandemic have clearly demonstrated the value of resiliency in production. How can we better prepare […]

Training workflow

Classifying Millions of Amazon items with Machine Learning, Part I: Event Driven Architecture

As part of AWS Professional Services, we work with customers across different industries to understand their needs and supplement their teams with specialized skills and experience. Some of our customers are internal teams from the Amazon retail organization who request our help with their initiatives. One of these teams, the Global Environmental Affairs team, identifies […]

Remote monitoring dashboard allows homeowners to view and control conditions

Automating Your Home with Grafana and Siemens Controllers

Imagine that you have access to a digital twin of your house that allows you to remotely monitor and control different devices inside your home. Forgot to turn off the heater or air conditioning? Didn’t close water faucets? Wondering how long your kids have been watching TV? Wouldn’t it be nice to have all the […]