AWS Startups Blog
Tag: Advice from AWS Solution Architects
Cost Effective Data Science for Startups: Memory Mapped Techniques with Amazon SageMaker
Being able to choose really powerful instances to reduce your training time on demand, paying only for the seconds you use them, and at the same time having the choice of your notebook instances in your favorite tooling opens large opportunities for cost savings and productiveness across startups. AWS Startup Solutions Architect Manager Daniel Bernao walks us through how to do it.
How to Get Started on AWS From a Dead Standstill
Want to build a database-backed website, or the backend to a mobile app? Set up a WordPress or Drupal site, or just use an Amazon S3 bucket to store files? You can do all this and much more on AWS.
Scaling Down your Infrastructure Part 2: Databases
In this second installment of the Scaling Down Infrastructure series, we are looking into cost optimization techniques for your databases, on the popular engines we see you using the most, whether it’s in an analytical or transactional style, or if it’s relational, document, key value or time series in nature.
A Data Lake as Code, Featuring ChEMBL and OpenTargets
AWS Startup Solutions Architect Paul Underwood believes that a data lake is just another complex and heterogeneous infrastructure problem. In this post, he illustrates how you might build a data lake-as-code using the AWS Cloud Development Kit (CDK). Underwood will outline the strategy, core data lake services used, associated costs, and how you can tie it all together with code.
How to Scale Down Your AWS Infrastructure Part 1: Compute and Storage
In part one of this blog post series, we will look at four best practices to help reduce AWS spend with quick wins, all achievable in under 2 hours each.
AWS’s Santanu Dutt and Anand Iyer on Why Blockchain Technology Will Upend Industries
You’ve certainly heard about the volatile ride cryptocurrency investors have been on of late. But all of the focus on the wealth being created and/or lost tends to drown out the underlying technology that is enabling these forays into not just new kinds of digital currencies, but also new ways of thinking about transferring wealth, ownership, access, all kinds of data, and more. AWS Solutions Architects Santanu Dutt and Anand Iyer explain the potential for Blockchain technology to up-end industries.
Launch Your App with the AWS Startup Kit
The AWS Startup Kit is a set of resources designed to accelerate startups’ product development on AWS. A core component of the Startup Kit is a set of well-architected sample workloads that can be launched within minutes.
Building a VPC with the AWS Startup Kit
The AWS Startup Kit provides resources to help startups begin building applications on AWS. Included with the Startup Kit is a set of AWS CloudFormation templates that create fundamental cloud infrastructure building blocks. For purposes of this post, we’ll look at the building blocks that relate to an Amazon Virtual Private Cloud (Amazon VPC), a bastion host, and an (optional) relational database.
Monitoring an App: Examples from the AWS Startup Kit
To demonstrate monitoring with AWS services, I’ll use the AWS Startup Kit, which is a set of resources designed to accelerate a startup’s product development on AWS.
Building a Hotdog Detecting App on AWS—Yes, Really
In Season 4 of the hit HBO show, “Silicon Valley,” the character Jian Yang attempts to build an app that uses image recognition artificial intelligence (AI) to identify and label the foods in captured pictures. But there is a fairly major glitch: his app can only differentiate between hot dogs and… not hot dogs. Once I stopped laughing, the episode prompted a question that centers on my role as a Solutions Architect at AWS: How easily could I build my own hotdog identifying app? Turns out, pretty easily.