One of the most common requests we hear from customers is, “help me decide which container service to use.” We recommend that most teams begin by selecting a container solution with the attributes most aligned to their application requirements or operational preferences. This post covers some of the critical decisions involved in choosing between AWS […]| Amazon Web Services
SOSP paper describes lightweight formal methods for validating new S3 data storage service.| Amazon Science
Click prediction may be a simple binary classification problem, but it requires a robust system architecture to function in production at scale. At AdRoll, we leverage the AWS ecosystem along with a suite of third party tools to build the predictors that power our pricing engine, BidIQ. This is a tour of the production pipelines and monitoring systems that keep BidIQ running.| NextRoll
Amazon's cloud regions designed to host sensitive data, regulated workloads, and address the most stringent U.S. government security and compliance requirements. AWS GovCloud (US) is available to vetted government customers and organizations in government-regulated industries that meet AWS GovCloud (US) requirements.| Amazon Web Services, Inc.
I didn’t really set out to learn Docker when I started the MDS-in-a-box project, but as it turns out, Docker is quite a good fit. Part of this is because I desired to run the project in a Github Action, which is a very similar paradigm, and also because I have the notion (TBD) of … Continue reading| DataDuel.co
The attribution team at AdRoll computes metrics out of petabytes of data every night. This is accomplished using a batch processing pipeline that submits jobs to AWS Batch. In this blog post we discuss how this is organized and orchestrated with Luigi. We also announce Batchiepatchie, a job monitoring tool for AWS Batch.| NextRoll