green and yellow printed textile

Export JSON data to Amazon S3 using Amazon Redshift UNLOAD

Example 1 – Unload customer data in JSON format into Amazon S3, partitioning output files into partition folders, following the Apache Hive convention, with customer birth month as the partition key.

Example 3 – Unload line item data (With SUPER column) in JSON format into Amazon S3, partitioning output files into partition folders, following the Apache Hive convention, with customer key as the partition key

Continue reading

Implement the Azure healthcare blueprint for AI

The Azure healthcare AI blueprint provides everything needed to instantiate a secure and compliant AI/ML solution pre-configured for healthcare organizations.

When the blueprint is installed to Azure, all resources, services and several user accounts are created to support the AI/ML scenario with appropriate actors, permissions, and services.

Continue reading

Data modernization with Google Cloud and MongoDB Atlas

An approach to modernization can be defined as, “An open, cross-functional collaboration dedicated to building new design systems and patterns that support evolving computing capabilities, information formats, and user needs.”

Within the same spirit of modernization we can say that MongoDB works along with Google Cloud technologies to provide joint solutions and some reference architectures to help our customers leverage this partnership.

Continue reading

Doing more with less: Moving from transactional to stateful batch processing

Our new architecture needed to address the deficiencies while preserving the core goal of our service: update stateful artifacts based on incoming financial events.

We used an Apache Spark application on a long-running Amazon EMR cluster to simultaneously ingest input batch data and perform reduce operations to produce the stateless artifacts and a corresponding index file for the stateful processing to use.

Continue reading

Authentication (AuthN) and Authorization (AuthZ) Tutorial for Kubernetes

This article will define and contrast AuthN and AuthZ, then delve into how they can be used in the context of Kubernetes to secure your cluster and its operations.

System components, such as kubelets (the Kubernetes node agent), pods, and other components of the control plane (scheduler and controllers) also need to authenticate with the API server.

Continue reading

1 … 177 178 179 180 181 … 186