AWS Big Data Blog

Category: Analytics

Automating EMR workloads using AWS Step Functions

Amazon EMR allows you to process vast amounts of data quickly and cost-effectively at scale. Using open-source tools such as Apache Spark, Apache Hive, and Presto, and coupled with the scalable storage of Amazon Simple Storage Service (Amazon S3), Amazon EMR gives analytical teams the engines and elasticity to run petabyte-scale analysis for a fraction […]

Event-driven refresh of SPICE datasets in Amazon QuickSight

Businesses are increasingly harnessing data to improve their business outcomes. To enable this transformation to a data-driven business, customers are bringing together data from structured and unstructured sources into a data lake. Then they use business intelligence (BI) tools, such as Amazon QuickSight, to unlock insights from this data. To provide fast access to datasets, […]

Using administrative dashboards for a centralized view of Amazon QuickSight objects

“Security is job 0” is the primary maxim of all endeavors undertaken at AWS. Amazon QuickSight, the fast-growing, cloud-native business intelligence (BI) platform from AWS, allows security controls in a variety of means, including web browsers and API calls. These controls apply to various functions, such as user management, authorization, authentication, and data governance. This […]

Automating Index State Management for Amazon ES

September 8, 2021: Amazon Elasticsearch Service has been renamed to Amazon OpenSearch Service. See details. When it comes to time-series data, it’s more common to access new data over existing data, such as the last 4 hours or 1 day. Often, application teams are tasked with maintaining multiple indexes for diverse data workloads, which brings […]

Amazon QuickSight adds support for on-sheet filter controls

Amazon QuickSight now supports easy and intuitive filter controls that you can place beside visuals on dashboards, allowing readers to quickly slice and dice data in the context of its visual representation. You can create these filter controls from existing or new filters with a single click, and configure them to support different operations, such […]

Building high-quality benchmark tests for Redshift using open-source tools: Best practices

Amazon Redshift is the most popular and fastest cloud data warehouse, offering seamless integration with your data lake, up to three times faster performance than any other cloud data warehouse, and up to 75% lower cost than any other cloud data warehouse. When you use Amazon Redshift to scale compute and storage independently, a need […]

ICBiome uses Amazon QuickSight to empower hospitals in dealing with harmful pathogens

In response to the COVID-19 pandemic, hospitals and healthcare organizations are increasingly employing genetic sequencing to screen, track, and contain harmful pathogens. ICBiome is a startup that has been working on this problem for several years, creating innovative data analytics products using AWS to help hospitals and researchers address both community-associated and hospital-acquired infections. Building […]

Enabling multi-factor authentication for an Amazon Redshift cluster using Okta as an identity provider

December 2022: This post was reviewed and updated for accuracy. Many organizations have started using single sign-on (SSO) with multi-factor authentication (MFA) for enhanced security. This additional authentication factor is the new normal, which enhances the security provided by the user name and password model. Using SSO reduces the effort needed to maintain and remember […]

Unified serverless streaming ETL architecture with Amazon Kinesis Data Analytics

Businesses across the world are seeing a massive influx of data at an enormous pace through multiple channels. With the advent of cloud computing, many companies are realizing the benefits of getting their data into the cloud to gain meaningful insights and save costs on data processing and storage. As businesses embark on their journey […]

Normalize data with Amazon Elasticsearch Service ingest pipelines

September 8, 2021: Amazon Elasticsearch Service has been renamed to Amazon OpenSearch Service. See details. Amazon OpenSearch Service is a fully managed service that makes it easy for you to deploy, secure, and run Elasticsearch cost-effectively at scale. Search and log analytics are the two most popular use cases for Amazon OpenSearch Service. In log analytics […]