Containers

Tag: artificial intelligence

Applying Generative AI to CVE remediation – early vulnerability patching in Continuous Integration Pipelines

Cloud technologies are a rapidly evolving landscape. Securing cloud applications is everyone’s responsibility, meaning application development teams are needed to follow strict security guidelines from the earliest development stages, and to make sure of continuous security scans throughout the whole application lifecycle. The rise of generative AI enables new innovative approaches for addressing longstanding challenges with […]

Train Llama2 with AWS Trainium on Amazon EKS

Introduction Generative AI is not only transforming the way businesses function but also accelerating the pace of innovation within the broader AI field. This transformative force is redefining how businesses use technology, equipping them with capabilities to create human-like text, images, code, and audio, which were once considered beyond reach. Generative AI offers a range […]

Build Generative AI apps on Amazon ECS for SageMaker JumpStart

Introduction The rise in popularity of Generative AI (GenAI) reflects a broader shift toward intelligent automation in the business landscape, which enables enterprises to innovate at an unprecedented scale, while adhering to dynamic market demands. While the promise of GenAI is exciting, the initial steps toward its adoption can be overwhelming. This post aims to […]

Building multi-tenant JupyterHub Platforms on Amazon EKS

Introduction In recent years, there’s been a remarkable surge in the adoption of Kubernetes for data analytics and machine learning (ML) workloads in the tech industry. This increase is underpinned by a growing recognition that Kubernetes offers a reliable and scalable infrastructure to handle these demanding computational workloads. Furthermore, a recent wave of Generative AI […]

Three architectural options for routing traffic to multiple Amazon EKS clusters

Onfido’s Journey to a Multi-Cluster Amazon EKS Architecture

This blog was coauthored by Eugene Malihins, Senior DevOps Engineer at Onfido, and Olly Pomeroy, Containers Specialist SA at Amazon Web Services Who is Onfido? Onfido is setting the new standard for digital access. The company digitally proves a user’s real identity using artificial intelligence (AI) by verifying a photo ID and comparing it to […]