BASF Digital Farming’s mission is to support farmers worldwide with cutting-edge digital agronomic decision advice by using its main crop optimization platform, xarvio FIELD MANAGER. This necessitates providing the most recent satellite imagery available as quickly as possible. This blog post describes the serverless architecture developed by BASF Digital Farming for efficiently downloading and supplying […]| Amazon Web Services
This post was co-written with Frederic Haase and Julian Blau with BASF Digital Farming GmbH. At xarvio – BASF Digital Farming, our mission is to empower farmers around the world with cutting-edge digital agronomic decision-making tools. Central to this mission is our crop optimization platform, xarvio FIELD MANAGER, which delivers actionable insights through a range […]| Amazon Web Services
The global real-time payments market is experiencing significant growth. According to Fortune Business Insights, the market was valued at USD 24.91 billion in 2024 and is projected to grow to USD 284.49 billion by 2032, with a CAGR of 35.4%. Similarly, Grand View Research reports that the global mobile payment market, valued at USD 88.50 […]| AWS Architecture Blog
Generative AI agents in production environments demand resilience strategies that go beyond traditional software patterns. AI agents make autonomous decisions, consume substantial computational resources, and interact with external systems in unpredictable ways. These characteristics create failure modes that conventional resilience approaches might not address. This post presents a framework for AI agent resilience risk analysis […]| Amazon Web Services
In this post, we explore how Metagenomi built a scalable database and search solution for over 1 billion protein vectors using LanceDB and Amazon S3. The solution enables rapid enzyme discovery by transforming proteins into vector embeddings and implementing a serverless architecture that combines AWS Lambda, AWS Step Functions, and Amazon S3 for efficient nearest neighbor searches.| Amazon Web Services
Data architectures were mainly designed around technologies rather than business domains in the past. This changed in 2019, when Zhamak Dehghani introduced the data mesh. Data mesh is an application of the Domain-Driven-Design (DDD) principles to data architectures: Data is organized into data domains and the data is the product that the team owns and […]| Amazon Web Services
This post was co-written by FactSet’s Cloud Infrastructure team, Gaurav Jain, Nathan Goodman, Geoff Wang, Daniel Cordes, Sunu Joseph and AWS Solution Architects, Amit Borulkar and Tarik Makota. At FactSet, their goal for cloud platform on AWS Cloud is to have high developer velocity alongside enterprise governance. They wanted application teams to have a frictionless […]| Amazon Web Services
In this post, we explore an efficient approach to managing encryption keys in a multi-tenant SaaS environment through centralization, addressing challenges like key proliferation, rising costs, and operational complexity across multiple AWS accounts and services. We demonstrate how implementing a centralized key management strategy using a single AWS KMS key per tenant can maintain security and compliance while reducing operational overhead as organizations scale.| AWS Architecture Blog
In this post, we explore how CommSec, Australia's leading online broker, transitioned from a multicloud environment to AWS as their sole cloud provider while implementing Amazon Application Recovery Controller (ARC) zonal shift to maintain high availability and operational resilience. The consolidation resulted in significant benefits including 25% base capacity reduction, two times faster deployments, and improved failover capabilities through ARC zonal shift, enabling CommSec to continue se...| AWS Architecture Blog
This two-part series shows how Karrot developed a new feature platform, which consists of three main components: feature serving, a stream ingestion pipeline, and a batch ingestion pipeline. This post starts by presenting our motivation, our requirements, and the solution architecture, focusing on feature serving.| AWS Architecture Blog
This two-part series shows how Karrot developed a new feature platform, which consists of three main components: feature serving, a stream ingestion pipeline, and a batch ingestion pipeline. This post covers the process of collecting features in real-time and batch ingestion into an online store, and the technical approaches for stable operation.| AWS Architecture Blog
In this post, we demonstrate how to deploy the DeepSeek-R1-Distill-Qwen-32B model using AWS DLCs for vLLMs on Amazon EKS, showcasing how these purpose-built containers simplify deployment of this powerful open source inference engine. This solution can help you solve the complex infrastructure challenges of deploying LLMs while maintaining performance and cost-efficiency.| Amazon Web Services
As cloud spending continues to surge, organizations must focus on strategic cloud optimization to maximize business value. This blog post explores key insights from MIT Technology Review's publication on cloud optimization, highlighting the importance of viewing optimization as a continuous process that encompasses all six AWS Well-Architected pillars.| AWS Architecture Blog
In this post, you’ll learn how Zapier has built their serverless architecture focusing on three key aspects: using Lambda functions to build isolated Zaps, operating over a hundred thousand Lambda functions through Zapier's control plane infrastructure, and enhancing security posture while reducing maintenance efforts by introducing automated function upgrades and cleanup workflows into their platform architecture.| AWS Architecture Blog
In this post, we discuss HashiCorp’s journey from manual, stress-inducing failover procedures to a streamlined, confident approach that fundamentally changed how they deliver on their enterprise-grade resilience promises.| Amazon Web Services
Internet Routing Internet routing today is handled through the use of a routing protocol known as BGP (Border Gateway Protocol). Individual networks on the Internet are represented as an autonomous system (AS). An autonomous system has a globally unique autonomous system number (ASN) which is allocated by a Regional Internet Registry (RIR), who also handle […]| Amazon Web Services
In this post, we show you how to implement comprehensive monitoring for Amazon Elastic Kubernetes Service (Amazon EKS) workloads using AWS managed services. This solution demonstrates building an EKS platform that combines flexible compute options with enterprise-grade observability using AWS native services and OpenTelemetry.| AWS Architecture Blog
In this post, you'll learn how Scale to Win configured their network topology and AWS WAF to protect against DDoS events that reached peaks of over 2 million requests per second during the 2024 US presidential election campaign season. The post details how they implemented comprehensive DDoS protection by segmenting human and machine traffic, using tiered rate limits with CAPTCHA, and preventing CAPTCHA token reuse through AWS WAF Bot Control.| AWS Architecture Blog
AWS Transform for VMware is a service that tackles cloud migration challenges by significantly reducing manual effort and accelerating the migration of critical VMware workloads to AWS Cloud. In this post, we highlight its comprehensive capabilities, including streamlined discovery and assessment, intelligent network conversion, enhanced security and compliance, and orchestrated migration execution.| Amazon Web Services
In this post, you learn how you can use generative AI services on Amazon Web Services (AWS) to automate your sustainability reporting requirements, reduce manual effort, and improve accuracy. You do this by implementing an automated solution for extracting, processing, and validating data from corporate reports.| AWS Architecture Blog
In this post, we explore the Amazon Bedrock baseline architecture and how you can secure and control network access to your various Amazon Bedrock capabilities within AWS network services and tools. We discuss key design considerations, such as using Amazon VPC Lattice auth policies, Amazon Virtual Private Cloud (Amazon VPC) endpoints, and AWS Identity and Access Management (IAM) to restrict and monitor access to your Amazon Bedrock capabilities.| Amazon Web Services
This post demonstrates how the Issuer Solutions business of Global Payments, as a service provider, implemented cross-Region failover for an AWS PrivateLink backed service exposed to their customers. Their solution enables failover to a secondary Region without customer coordination, reducing Recovery Time Objective (RTO).| AWS Architecture Blog
In this post, we explore a unique scenario where an ISV, unable to provide a floating license option for cloud usage, worked with Stellantis to develop an alternative solution. This approach, implemented with the ISV’s permission, treats named user licenses as if they were floating, automatically assigning and removing them based on the state of user workbench instances.| AWS Architecture Blog
Organizations managing large audio and video archives face significant challenges in extracting value from their media content. Consider a radio network with thousands of broadcast hours across multiple stations and the challenges they face to efficiently verify ad placements, identify interview segments, and analyze programming patterns. In this post, we demonstrate how you can automatically transform unstructured media files into searchable, analyzable content.| Amazon Web Services
As part of the re:Invent 2023 keynote, Dr. Werner Vogels introduced the Frugal Architect mindset. This mindset emphasizes the importance of continuous learning, curiosity, and regular revision of architectural choices with a focus on cost and sustainability. Cost and sustainability should be treated as critical non-functional requirements, alongside factors like security, compliance, and performance. The […]| Amazon Web Services
The design of cloud workloads can be a complex task, where a perfect and universal solution doesn’t exist. We should balance all the different trade-offs and find an optimal solution based on our context. But how does it work in practice? Which guiding principles should we follow? Which are the most important areas we should […]| Amazon Web Services
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 […]| Amazon Web Services
Update (May 2023): After 8 years, this solution continues to serve as a pillar for how Amazon builds remote client libraries for resilient systems. Most AWS SDKs now support exponential backoff and jitter as part of their retry behavior when using standard or adaptive modes. Consequently, this pattern can be leveraged without having to incorporate […]| Amazon Web Services
