Category: Events

Machine Learning is a pivotal technology for many startups and enterprises. Despite decades of investment and improvements, the process of developing, training, and maintaining machine learning models has still been cumbersome and ad-hoc. The process of incorporating machine learning into an application often involves a team of experts tuning and tinkering for months with inconsistent […]

Update July 25, 2024 — Use Amazon Athena, S3 Object Lambda, or client-side filtering to optimize querying your data in Amazon S3. Learn more. Amazon Simple Storage Service (Amazon S3) stores data for millions of applications used by market leaders in every industry. Many of these customers also use Amazon Glacier for secure, durable, and […]

Of all the data structures and algorithms we use to enable our modern lives, graphs are changing the world everyday. Businesses continuously create and ingest rich data with complex relationships. Yet developers are still forced to model these complex relationships in traditional databases. This leads to frustratingly complex queries with high costs and increasingly poor […]

You may already know about Amazon Aurora. Available in editions that are either MySQL-compatible or PostgreSQL-compatible, Aurora is fully-managed and automatically scales to up to 64 TB of database storage. When you create an Aurora Database Instance, you choose the desired instance size and have the option to increase read throughput using read replicas. If […]

My colleague Deepak Singh has a lot to say about containers! — Jeff; We have a lot of AWS customers who run Kubernetes on AWS. In fact, according to the Cloud Native Computing Foundation, 63% of Kubernetes workloads run on AWS. While AWS is a popular place to run Kubernetes, there’s still a lot of […]

Containers are a powerful way for developers to develop, package, and deploy their applications. At AWS we have over a hundred thousand active ECS clusters and hundreds of millions of new containers started each week. That’s 400+% customer growth since 2016. Container orchestration solutions, like Amazon Elastic Container Service (Amazon ECS) and Kubernetes make it easier […]

The scale of AWS and the diversity of our customer base gives us the opportunity to create EC2 instance types that are purpose-built for many different types of workloads. For example, a number of popular big data use cases depend on high-speed, sequential access to multiple terabytes of data. Our customers want to build and […]

I always advise new EC2 users to start with our general-purpose instances, run some stress tests, and to get a really good feel for the compute, memory, and networking profile of their application before taking a look at other instance types. With a broad selection of instances optimized for compute, memory, and storage, our customers […]