I am happy to announce that a new AWS Local Zone in Phoenix, Arizona is now open and ready for you to use, with more instance types, storage classes, and services than ever before. We launched the first AWS Local Zone in 2019 (AWS Now Available from a Local Zone in Los Angeles) with the goal of making a select set of EC2 instance types, EBS volume types, and other AWS services available with single-digit millisecond when accessed from Los Angeles and other locations in Southern California. Since then, we have launched a second Local Zone in Los Angeles, along with 15 more in other parts of the United States and another 17 around the world, 34 in all. We…
New – Amazon EC2 P5 Instances Powered by NVIDIA H100 Tensor Core GPUs for Accelerating Generative AI and HPC Applications
In March 2023, AWS and NVIDIA announced a multipart collaboration focused on building the most scalable, on-demand artificial intelligence (AI) infrastructure optimized for training increasingly complex large language models (LLMs) and developing generative AI applications. We preannounced Amazon Elastic Compute Cloud (Amazon EC2) P5 instances powered by NVIDIA H100 Tensor Core GPUs and AWS’s latest networking and scalability that will deliver up to 20 exaflops of compute performance for building and training the largest machine learning (ML) models. This announcement is the product of more than a decade of collaboration between AWS and NVIDIA, delivering the visual computing, AI, and high performance computing (HPC) clusters across the Cluster GPU (cg1) instances (2010), G2 (2013), P2 (2016), P3 (2017), G3 (2017),…
AWS Entity Resolution: Match and Link Related Records from Multiple Applications and Data Stores
As organizations grow, the records that contain information about customers, businesses, or products tend to be increasingly fragmented and siloed across applications, channels, and data stores. Because information can be gathered in different ways, there is also the issue of different but equivalent data, such as for street addresses (“5th Avenue” and “5th Ave”). As a consequence, it’s not easy to link related records together to create a unified view and gain better insights. For example, companies want to run advertising campaigns to reach consumers across multiple applications and channels with personalized messaging. Companies often have to deal with disparate data records that contain incomplete or conflicting information, creating a difficult matching process. In the retail industry, companies have to…
Preview – Enable Foundation Models to Complete Tasks With Agents for Amazon Bedrock
This April, Swami Sivasubramanian, Vice President of Data and Machine Learning at AWS, announced Amazon Bedrock and Amazon Titan models as part of new tools for building with generative AI on AWS. Amazon Bedrock, currently available in preview, is a fully managed service that makes foundation models (FMs) from Amazon and leading AI startups—such as AI21 Labs, Anthropic, Cohere, and Stability AI—available through an API. Today, I’m excited to announce the preview of agents for Amazon Bedrock, a new capability for developers to create fully managed agents in a few clicks. Agents for Amazon Bedrock accelerate the delivery of generative AI applications that can manage and perform tasks by making API calls to your company systems. Agents extend FMs to…