AWS Architecture Blog

As per International Data Corporation (IDC), worldwide spending on digital transformation will reach $2.3 trillion in 2023. As organizations adopt digital transformation, training becomes an important aspect of this journey. Whether these are internal trainings to upskill existing workforce or a packaged content for commercial use, these trainings need to be efficient and cost effective. […]

We have published a new whitepaper, Machine Learning Lens, to help you design your machine learning (ML) workloads following cloud best practices. This whitepaper gives you an overview of the iterative phases of ML and introduces you to the ML and artificial intelligence (AI) services available on AWS using scenarios and reference architectures. How often […]

One of the missions of the education industry is to educate the next generation of the industry-ready workforce. Whether K-12, higher education, or continuing education, enabling teachers and professors to effectively deliver curriculum and improve student performance is a goal of Education Technology (EdTech) and learning companies. Two trends for AWS use cases in education […]

This post was co-written with Javier Jose Pecete, Cloud Security Architect at BBVA, and Javier Sanz Enjuto, Head of Platform Protection – Security Architecture at BBVA. Introduction Speed and elasticity are key when you are faced with unexpected scenarios such as a massive employee workforce working from home or running more workloads on the public […]

In a recent customer engagement, Quantiphi, Inc., a member of the Amazon Web Services Partner Network, built a solution capable of pre-processing tens of millions of PDF documents before sending them for inference by a machine learning (ML) model. While the customer’s use case—and hence the ML model—was very specific to their needs, the pipeline that does […]

Connected, autonomous, shared, and electric vehicle trends are converging to revolutionize the automotive industry. In this unprecedented age of innovation, automotive companies rely on AWS to fuel their digital transformation efforts, and get their products to market faster, while retaining ownership and control of their data and brand experience. AWS provides the broadest and deepest […]

IP networking is often seen as a means to an end, an abstract aspect of your business. You don’t say, “I really want a fast network…just to have a fast network.” Quite the contrary. As a business, you set out to accomplish your mission and goals, and then find you need applications to get there. […]

This post was co-written with Lucas Ceballos, CTO of Smadex Introduction Showing ads may seem to be a simple task, but it’s not. Showing the right ad to the right user is an incredibly complex challenge that involves multiple disciplines such as artificial intelligence, data science, and software engineering. Doing it one million times per […]

Building on our previous posts regarding messaging patterns and queue-based processing, we now explore stream-based processing and how it helps you achieve low-latency, near real-time data processing in your applications. AWS offers two managed services for streaming, Amazon Kinesis and Amazon Managed Streaming for Apache Kafka (Amazon MSK). What is streaming data? At AWS, we […]

Introduction Many cloud-native organizations building modern applications have adopted a microservice architecture because of its flexibility, performance, and scalability. Even customers with legacy and monolithic application stacks are embarking on an application modernization journey and opting for this type of architecture. A microservice architecture allows applications to be composed of several loosely coupled discreet services […]