AWS Architecture Blog

In Part 1 of this blog series, we demonstrated why tiering and throttling become necessary at scale for multi-tenant REST APIs, and explored tiering strategy and throttling with Amazon API Gateway. In this post, Part 2, we will examine tenant isolation strategies at scale with API Gateway and extend the sample code from Part 1. […]

Many software-as-a-service (SaaS) providers adopt throttling as a common technique to protect a distributed system from spikes of inbound traffic that might compromise reliability, reduce throughput, or increase operational cost. Multi-tenant SaaS systems have an additional concern of fairness; excessive traffic from one tenant needs to be selectively throttled without impacting the experience of other […]

Serverless architecture and computing allow you and your teams to focus on delivering business value in place of investing time tweaking the infrastructure characteristics. AWS is not only providing serverless computing as a service, but share that half of our new applications built by Amazon are using AWS Lambda, as noted by Andy Jassy in […]

As companies continue to embrace the cloud and digital transformation, they use historical data in order to identify trends and insights. This data is foundational to power tools, such as data analytics and machine learning (ML), in order to achieve high quality results. This is a time where major disruptions are not only lasting longer, […]

At AWS re:Invent 2021, we announced the AWS Well-Architected Sustainability Pillar, which marks sustainability as a key pillar of building workloads to best deliver on business need. In session ARC325 – Architecting for Sustainability, Adrian Cockcroft, Steffen Grunwald, and Drew Engelson (Director of Engineering at Starbucks) gave a detailed explanation of what to expect from the […]

We’re celebrating Earth Day 2022 from 4/22 through 4/29 with posts that highlight how to build, maintain, and refine your workloads for sustainability. AWS estimates that inference (the process of using a trained machine learning [ML] algorithm to make a prediction) makes up 90 percent of the cost of an ML model. Given with AWS you […]

In this first edition of Ask an Expert, we chat with Margaret O’Toole, Worldwide Tech Leader – Environmental Sustainability and Joseph Beer, Worldwide Tech Leader – Power and Utilities about sustainability solutions and tools to implement sustainability practices into IT design. When putting together an AWS architecture to solve business problems specifically for sustainability-focused customers, […]

We’re celebrating Earth Day 2022 from 4/22 through 4/29 with posts that highlight how to build, maintain, and refine your workloads for sustainability. A blog can be a great starting point for you in finding and implementing a particular solution; learning about new features, services, and products; keeping up with the latest trends and ideas; […]

Amazon OpenSearch Service is a fully managed open search and analytics service powered by the Apache Lucene search library. Security Assertion Markup Language (SAML)-based federation for OpenSearch Dashboards lets you use your existing identity provider (IdP) like Okta to provide single sign-on (SSO) for OpenSearch Dashboards on OpenSearch Service domains. This post shows step-by-step guidance […]

With open-source technology, authors make software available to the public, who can view, use, or change it and add new features or support new capabilities. Open-source technology promotes collaboration across different teams, organizations, and people because the process often includes different perspectives and ideas, which typically results a stronger solution. It can be difficult to […]