AWS Big Data Blog

Category: *Post Types

OpenSearch optimized instance (OR1) is game changing for indexing performance and cost

Amazon OpenSearch Service securely unlocks real-time search, monitoring, and analysis of business and operational data for use cases like application monitoring, log analytics, observability, and website search. In this post, we examine the OR1 instance type, an OpenSearch optimized instance introduced on November 29, 2023. OR1 is an instance type for Amazon OpenSearch Service that […]

AWS Glue mutual TLS authentication for Amazon MSK

In today’s landscape, data streams continuously from countless sources such as social media interactions to Internet of Things (IoT) device readings. This torrent of real-time information presents both a challenge and an opportunity for businesses. To harness the power of this data effectively, organizations need robust systems for ingesting, processing, and analyzing streaming data at […]

How Amazon GTTS runs large-scale ETL jobs on AWS using Amazon MWAA

The Amazon Global Transportation Technology Services (GTTS) team owns a set of products called INSITE (Insights Into Transportation Everywhere). These products are user-facing applications that solve specific business problems across different transportation domains: network topology management, capacity management, and network monitoring. As of this writing, GTTS serves around 10,000 customers globally on a monthly basis, […]

Introducing data products in Amazon DataZone: Simplify discovery and subscription with business use case based grouping

We are excited to announce a new feature in Amazon DataZone that allows data producers to group data assets into well-defined, self-contained packages (data products) tailored for specific business use cases. For example, a marketing analysis data product can bundle various data assets such as marketing campaign data, pipeline data, and customer data. This simplifies […]

Amazon OpenSearch Serverless cost-effective search capabilities, at any scale

We’re excited to announce the new lower entry cost for Amazon OpenSearch Serverless. With support for half (0.5) OpenSearch Compute Units (OCUs) for indexing and search workloads, the entry cost is cut in half. Amazon OpenSearch Serverless is a serverless deployment option for Amazon OpenSearch Service that you can use to run search and analytics workloads without the complexities […]

Improve Apache Kafka scalability and resiliency using Amazon MSK tiered storage

Since the launch of tiered storage for Amazon Managed Streaming for Apache Kafka (Amazon MSK), customers have embraced this feature for its ability to optimize storage costs and improve performance. In previous posts, we explored the inner workings of Kafka, maximized the potential of Amazon MSK, and delved into the intricacies of Amazon MSK tiered […]

Create a customizable cross-company log lake for compliance, Part I: Business Background

As builders, sometimes you want to dissect a customer experience, find problems, and figure out ways to make it better. That means going a layer down to mix and match primitives together to get more comprehensive features and more customization, flexibility, and freedom. In this post, we introduce Log Lake, a do-it-yourself data lake based on logs from CloudWatch and AWS CloudTrail.

Unlock scalability, cost-efficiency, and faster insights with large-scale data migration to Amazon Redshift

Large-scale data warehouse migration to the cloud is a complex and challenging endeavor that many organizations undertake to modernize their data infrastructure, enhance data management capabilities, and unlock new business opportunities. As data volumes continue to grow exponentially, traditional data warehousing solutions may struggle to keep up with the increasing demands for scalability, performance, and […]

Deliver Amazon CloudWatch logs to Amazon OpenSearch Serverless

In this blog post, we will show how to use Amazon OpenSearch Ingestion to deliver CloudWatch logs to OpenSearch Serverless in near real-time. We outline a mechanism to connect a Lambda subscription filter with OpenSearch Ingestion and deliver logs to OpenSearch Serverless without explicitly needing a separate subscription filter for it.

Integrate Amazon MWAA with Microsoft Entra ID using SAML authentication

Amazon Managed Workflows for Apache Airflow (Amazon MWAA) provides a fully managed solution for orchestrating and automating complex workflows in the cloud. Amazon MWAA offers two network access modes for accessing the Apache Airflow web UI in your environments: public and private. Customers often deploy Amazon MWAA in private mode and want to use existing […]