AWS Big Data Blog

Category: Serverless

Introducing the vector engine for Amazon OpenSearch Serverless, now in preview

We are pleased to announce the preview release of the vector engine for Amazon OpenSearch Serverless. The vector engine provides a simple, scalable, and high-performing similarity search capability in Amazon OpenSearch Serverless that makes it easy for you to build modern machine learning (ML) augmented search experiences and generative artificial intelligence (AI) applications without having […]

Alcion supports their multi-tenant platform with Amazon OpenSearch Serverless

This is a guest blog post co-written with Zack Rossman from Alcion. Alcion, a security-first, AI-driven backup-as-a-service (BaaS) platform, helps Microsoft 365 administrators quickly and intuitively protect data from cyber threats and accidental data loss. In the event of data loss, Alcion customers need to search metadata for the backed-up items (files, emails, contacts, events, […]

Configure monitoring, limits, and alarms in Amazon Redshift Serverless to keep costs predictable

Amazon Redshift Serverless makes it simple to run and scale analytics in seconds. It automatically provisions and intelligently scales data warehouse compute capacity to deliver fast performance, and you pay only for what you use. Just load your data and start querying right away in the Amazon Redshift Query Editor or in your favorite business […]

Enable data analytics with Talend and Amazon Redshift Serverless

This is a guest post co-written with Cameron Davie from Talend. Today, in order to accelerate and scale data analytics, companies are looking for an approach to minimize infrastructure management and predict computing needs for different types of workloads, including spikes and ad hoc analytics. The integration of Talend Cloud and Talend Stitch with Amazon […]

Access Amazon OpenSearch Serverless collections using a VPC endpoint

Amazon OpenSearch Serverless helps you index, analyze, and search your logs and data using OpenSearch APIs and dashboards. The OpenSearch Serverless collection is a group of indexes. API and dashboard clients can access the collections from public networks or one or more VPCs. For VPC access to collections and dashboards, you can create VPC endpoints. […]

Automate alerting and reporting for AWS Glue job resource usage

Data transformation plays a pivotal role in providing the necessary data insights for businesses in any organization, small and large. To gain these insights, customers often perform ETL (extract, transform, and load) jobs from their source systems and output an enriched dataset. Many organizations today are using AWS Glue to build ETL pipelines that bring data […]

Single sign-on with Amazon Redshift Serverless with Okta using Amazon Redshift Query Editor v2 and third-party SQL clients

June 2023: This post was reviewed and updated to support MFA setup instructions. Amazon Redshift Serverless makes it easy to run and scale analytics in seconds without the need to set up and manage data warehouse clusters. With Redshift Serverless, users such as data analysts, developers, business professionals, and data scientists can get insights from […]

Use the Amazon Redshift Data API to interact with Amazon Redshift Serverless

Amazon Redshift is a fast, scalable, secure, and fully managed cloud data warehouse that makes it simple and cost-effective to analyze all your data using standard SQL and your existing ETL (extract, transform, and load), business intelligence (BI), and reporting tools. Tens of thousands of customers use Amazon Redshift to process exabytes of data per […]

How the BMW Group analyses semiconductor demand with AWS Glue

This is a guest post co-written by Maik Leuthold and Nick Harmening from BMW Group. The BMW Group is headquartered in Munich, Germany, where the company oversees 149,000 employees and manufactures cars and motorcycles in over 30 production sites across 15 countries. This multinational production strategy follows an even more international and extensive supplier network. Like many automobile companies across the world, the […]

Configure SAML federation for Amazon OpenSearch Serverless with AWS IAM Identity Center

Amazon OpenSearch Serverless is a serverless option of Amazon OpenSearch Service that makes it easy for you to run large-scale search and analytics workloads without having to configure, manage, or scale OpenSearch clusters. It automatically provisions and scales the underlying resources to deliver fast data ingestion and query responses for even the most demanding and […]