AWS Big Data Blog

Category: Best Practices

Optimize queries using dataset parameters in Amazon QuickSight

Amazon QuickSight powers data-driven organizations with unified business intelligence (BI) at hyperscale. With QuickSight, all users can meet varying analytic needs from the same source of truth through modern interactive dashboards, paginated reports, embedded analytics and natural language queries. We have introduced dataset parameters, a new kind of parameter in QuickSight that can help you […]

Best practices for enabling business users to answer questions about data using natural language in Amazon QuickSight

In this post, we explain how you can enable business users to ask and answer questions about data using their everyday business language by using the Amazon QuickSight natural language query function, Amazon QuickSight Q. QuickSight is a unified BI service providing modern interactive dashboards, natural language querying, paginated reports, machine learning (ML) insights, and […]

Best practices for running production workloads using Amazon MSK tiered storage

In the second post of the series, we discussed some core concepts of the Amazon Managed Streaming for Apache Kafka (Amazon MSK) tiered storage feature and explained how read and write operations work in a tiered storage enabled cluster. This post focuses on how to properly size your MSK tiered storage cluster, which metrics to […]

Implement alerts in Amazon OpenSearch Service with PagerDuty

In today’s fast-paced digital world, businesses rely heavily on their data to make informed decisions. This data is often stored and analyzed using various tools, such as Amazon OpenSearch Service, a powerful search and analytics service offered by AWS. OpenSearch Service provides real-time insights into your data to support use cases like interactive log analytics, […]

Deep dive on Amazon MSK tiered storage

In the first post of the series, we described some core concepts of Apache Kafka cluster sizing, the best practices for optimizing the performance, and the cost of your Kafka workload. This post explains how the underlying infrastructure affects Kafka performance when you use Amazon Managed Streaming for Apache Kafka (Amazon MSK) tiered storage. We […]

Enable complex row-level security in embedded dashboards for non-provisioned users in Amazon QuickSight with OR-based tags

Amazon QuickSight is a fully managed, cloud-native business intelligence (BI) service that makes it easy to connect to your data, create interactive dashboards, and share these with tens of thousands of users, both within QuickSight and embedded in your software as a service (SaaS) applications. QuickSight Enterprise edition started supporting nested conditions within row-level security […]

Improve operational efficiencies of Apache Iceberg tables built on Amazon S3 data lakes

December 2024: AWS has launched Amazon S3 Tables, which provides fully managed Apache Iceberg tables with automatic compaction, snapshot management, and unreferenced file cleanup. S3 Tables delivers up to 3x faster query performance and up to 10x higher transactions per second compared to self-managed Iceberg tables in S3 general purpose buckets. To learn more, visit […]

Simplify AWS Glue job orchestration and monitoring with Amazon MWAA

Organizations across all industries have complex data processing requirements for their analytical use cases across different analytics systems, such as data lakes on AWS, data warehouses (Amazon Redshift), search (Amazon OpenSearch Service), NoSQL (Amazon DynamoDB), machine learning (Amazon SageMaker), and more. Analytics professionals are tasked with deriving value from data stored in these distributed systems […]

Data Ingestion Workflow

How Zoom implemented streaming log ingestion and efficient GDPR deletes using Apache Hudi on Amazon EMR

In today’s digital age, logging is a critical aspect of application development and management, but efficiently managing logs while complying with data protection regulations can be a significant challenge. Zoom, in collaboration with the AWS Data Lab team, developed an innovative architecture to overcome these challenges and streamline their logging and record deletion processes. In […]

Use SAML Identities for programmatic access to Amazon OpenSearch Service

Customers of Amazon OpenSearch Service can already use Security Assertion Markup Language (SAML) to access OpenSearch Dashboards. This post outlines two methods by which programmatic users can now access OpenSearch using SAML identities. This applies to all identity providers (IdPs) that support SAML 2.0, including prevalent ones like Active Directory Federation Service (ADFS), Okta, AWS […]