AWS Architecture Blog

Haleh Najafzadeh

Author: Haleh Najafzadeh

Haleh is a Senior Solutions Architecture Manager, AWS Well-Architected. She has over 20 years of experience in applying scientific techniques to challenging industrial problems while sharing technology best practices enabling customers with architecting and implementing solutions at scale.

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Announcing updates to the AWS Well-Architected Framework guidance

We are excited to announce the availability of enhanced and expanded guidance for the AWS Well-Architected Framework with the following six pillars: Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization, and Sustainability This release includes new best practices and improved prescriptive implementation guidance for the existing best practices. This includes enhanced recommendations and steps on reusable architecture patterns focused on specific business […]

Well-Architected logo

Announcing updates to the AWS Well-Architected Framework guidance

We are excited to announce the availability of an enhanced AWS Well-Architected Framework. In this update, you’ll find expanded guidance across all six pillars of the Framework: Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization, and Sustainability. In this release, we updated the implementation guidance for the new and existing best practices to be more prescriptive. This includes enhanced recommendations and steps […]

Well-Architected logo

Announcing updates to the AWS Well-Architected Framework guidance

We are excited to announce the availability of improved AWS Well-Architected Framework guidance. In this update, we have made changes across all six pillars of the framework: Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization, and Sustainability. In this release, we have made the implementation guidance for the new and updated best practices more prescriptive, including enhanced recommendations and steps on reusable […]

Well-Architected logo

Announcing updates to the AWS Well-Architected Framework

We are excited to announce the availability of improved AWS Well-Architected Framework guidance. In this update, we have made changes across all six pillars of the framework: Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization, and Sustainability. A brief history The AWS Well-Architected Framework is a collection of best practices that allow customers to evaluate and improve the design, implementation, and operations […]

Well-Architected logo

Announcing updates to the AWS Well-Architected Framework

We are excited to announce the availability of improved AWS Well-Architected Framework content. In this update, we have made changes across all six pillars of the framework: Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization, and Sustainability. A brief history The Well-Architected Framework is a collection of best practices that allow customers to evaluate and […]

Figure 1. Well-Architected Machine Learning Lifecycle

Introducing the new AWS Well-Architected Machine Learning Lens

The AWS Well-Architected Framework provides you with a formal approach to compare your workloads against best practices. It also includes guidance on how to make improvements. Machine learning (ML) algorithms discover and learn patterns in data, and construct mathematical models to predict future data. These solutions can revolutionize lives through better diagnoses of diseases, environmental […]