Category: *Post Types

When building a machine learning algorithm, such as a regression or classification algorithm, a common goal is to produce a generalized model. This is so that it performs well on new data that the model has not seen before. Overfitting and underfitting are two fundamental causes of poor performance for machine learning models. A model […]

As AWS adoption increases throughout an organization, the number of networks and virtual private clouds (VPCs) to support them also increases. Customers can see growth upwards of tens, hundreds, or in the case of the enterprise, thousands of VPCs. Generally, this increase in VPCs is driven by the need to: Simplify routing, connectivity, and isolation […]

Biopharmaceutical manufacturing is a highly regulated industry where deviation documents are used to optimize manufacturing processes. Deviation documents in biopharmaceutical manufacturing processes are geographically diverse, spanning multiple countries and languages. The document corpus is complex, with additional requirements for complete encryption. Therefore, to reduce downtime and increase process efficiency, it is critical to automate the […]

Many AWS customers need to run mission-critical workloads—like traffic control system, online booking system, and so forth—using the IBM Db2 LUW database server. Typically, these workloads require the right high availability (HA) solution to make sure that the database is available in the event of a host or Availability Zone failure. This HA solution for […]

By integrating Amazon EventBridge with Falcon Horizon, CrowdStrike has developed a real-time, cloud-based solution that allows you to detect threats in less than a second. This solution uses AWS CloudTrail and EventBridge. CloudTrail allows governance, compliance, operational auditing, and risk auditing of your AWS account. EventBridge is a serverless event bus that makes it easier […]

This post was co-authored with Michael Brown, Senior Solutions Architect, Manufacturing at AWS. Overall equipment effectiveness (OEE) is a measure of how well a manufacturing operation is utilized (facilities, time and material) compared to its full potential, during the periods when it is scheduled to run. Measuring OEE provides a way to obtain actionable insights […]

Amazon Web Services (AWS) Cloud is elastic, convenient to use, easy to consume, and makes it simple to onboard workloads. Because of this simplicity, the cost associated with onboarding workloads is sometimes overlooked. There is a notion that when an organization moves its workload to the cloud, agility, scalability, performance, and cost issues will disappear. […]

March, 2026: All references of AWS Single Sign-On (AWS SSO), which is now AWS IAM Identity Center, were updated. Enterprises use Active Directory Federation Services (AD FS) with single sign-on, to solve operational and security challenges by allowing the usage of a single set of credentials for multiple applications. This improves the user experience and […]

Businesses today are dealing with vast amounts of real-time data they need to process and analyze to generate insights. Real-time delivery of data and insights enable businesses to quickly make decisions in response to sensor data from devices, clickstream events, user engagement, and infrastructure events, among many others. Amazon Kinesis Data Streams offers a managed […]

This post was co-written by Joao Dias, Chief Architect at The Mill Adventure and Uri Segev, Principal Serverless Solutions Architect at AWS The Mill Adventure provides a complete gaming platform, including licenses and operations, for rapid deployment and success in online gaming. It underpins every aspect of the process so that you can focus on […]