Category: Amazon Elastic Kubernetes Service

Introduction ComfyUI is an open-source node-based workflow solution for Stable Diffusion. It offers the following advantages: Significant performance optimization for SDXL model inference High customizability, allowing users granular control Portable workflows that can be shared easily Developer-friendly Due to these advantages, ComfyUI is increasingly being used by artistic creators. In this post, we will introduce […]

Generative artificial intelligence (generative AI) is a type of AI used to generate content, including conversations, images, videos, and music. Generative AI can be used directly to build customer-facing features (a chatbot or an image generator), or it can serve as an underlying component in a more complex system. For example, it can generate embeddings […]

2023 was a rollercoaster year in tech, and we at the AWS Architecture Blog feel so fortunate to have shared in the excitement. As we move into 2024 and all of the new technologies we could see, we want to take a moment to highlight the brightest stars from 2023. As always, thanks to our […]

In our previous Journey to Cloud-Native blogposts, we talked about evolving our architecture to become more scalable, secure, and cost effective to handle hyperscale requirements. In this post, we take these next steps: 1/ containerizing our applications to improve resource efficiency, and, 2/ using cell-based design to improve resiliency and time to production. Containerize applications […]

Security is fundamental for each product and service you are building with. Whether you are working on the back-end or the data and machine learning components of a system, the solution should be securely built. In 2022, we discussed security in our post Let’s Architect! Architecting for Security. Today, we take a closer look at […]

An increasing number of software as a service (SaaS) providers are modernizing their architectures to utilize resources more efficiently and reduce operational costs. There are multiple strategies that can be used when refining your multi-tenant architecture. This blog will look at a specific scenario where SaaS providers move from an account-per-tenant to an Amazon Elastic […]

In highly distributed systems, it is crucial to ensure that applications function correctly even during infrastructure failures. One common infrastructure failure scenario is when an entire Availability Zone (AZ) becomes unavailable. Applications are often deployed across multiple AZs to ensure high availability and fault tolerance in cloud environments such as Amazon Web Services (AWS). Kubernetes […]

Understanding architectural patterns for multi-tenancy has become crucial for architects and developers aiming to deliver scalable, secure, and cost-effective solutions. Isolating tenant data is a fundamental responsibility for Software as a Service (SaaS) providers. In this edition of Let’s Architect!, we talk about comprehensive exploration of multi-tenant architectures, covering various aspects, such as SaaS microservices, […]

Most of AWS customers building cloud-native applications or modernizing applications choose containers to run their microservices applications to accelerate innovation and time to market while lowering their total cost of ownership (TCO). Using containers in AWS comes with other benefits, such as increased portability, scalability, and flexibility. The combination of containers technologies and AWS services […]

Launching and running genomics workflows can take hours and involves large pools of compute instances that process data at a petabyte scale. Benchmarking helps you evaluate workflow performance and discover faster and cheaper ways of running them. In practice, performance evaluations happen irregularly because of the associated heavy lifting. In this blog post, we discuss […]