AWS Big Data Blog

Category: Analytics

In the navigation name, choose Marketplace and search for Salesforce.

Ingest Salesforce data into Amazon S3 using the CData JDBC custom connector with AWS Glue

Organizations that successfully generate business value from their data will outperform their peers. Many AWS customers require a data storage and analytics solution that combines the prospect information stored in Salesforce, a popular and widely used customer relationship management (CRM) platform, with other structured and unstructured data in their data lake to innovate and build […]

Export and import Kibana dashboards with Amazon ES

September 8, 2021: Amazon Elasticsearch Service has been renamed to Amazon OpenSearch Service. See details. Kibana is a popular open-source visualization tool designed to work with Elasticsearch. Amazon OpenSearch Service provides an installation of Kibana with every Amazon OpenSearch Service domain. Users of Kibana can create visualizations and add them into a dashboard. As organizations […]

Build a DataOps platform to break silos between engineers and analysts

Organizations across the globe are striving to provide a better service to internal and external stakeholders by enabling various divisions across the enterprise, like customer success, marketing, and finance, to make data-driven decisions. Data teams are the key enablers in this process, and usually consist of multiple roles, such as data engineers and analysts. However, […]

Build a data lake using Amazon Kinesis Data Streams for Amazon DynamoDB and Apache Hudi

August 30, 2023: Amazon Kinesis Data Analytics has been renamed to Amazon Managed Service for Apache Flink. Read the announcement in the AWS News Blog and learn more. July 2023: This post was reviewed for accuracy. Amazon DynamoDB helps you capture high-velocity data such as clickstream data to form customized user profiles and online order […]

Amazon EMR 2020 year in review

Tens of thousands of customers use Amazon EMR to run big data analytics applications on Apache Spark, Apache Hive, Apache HBase, Apache Flink, Apache Hudi, and Presto at scale. Amazon EMR automates the provisioning and scaling of these frameworks, and delivers high performance at low cost with optimized runtimes and support for a wide range […]

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Run usage analytics on Amazon QuickSight using AWS CloudTrail

Amazon QuickSight is a cloud-native BI service that allows end users to create and publish dashboards in minutes, without provisioning any servers or requiring complex licensing. You can view these dashboards on the QuickSight product console or embed them into applications and websites. After you deploy a dashboard, it’s important to assess how they and […]

The following diagram illustrates the architecture of this intermediate pipeline to generate training data.

Retaining data streams up to one year with Amazon Kinesis Data Streams

August 30, 2023: Amazon Kinesis Data Analytics has been renamed to Amazon Managed Service for Apache Flink. Read the announcement in the AWS News Blog and learn more. Streaming data is used extensively for use cases like sharing data between applications, streaming ETL (extract, transform, and load), real-time analytics, processing data from internet of things […]

Example Corp program managers can now monitor slack engagement using their QuickSight Dashboard

Create a custom data connector to Slack’s Member Analytics API in Amazon QuickSight with Amazon Athena Federated Query

Amazon QuickSight recently added support for Amazon Athena Federated Query, which allows you to query data in place from various data sources. With this capability, QuickSight can extend support to query additional data sources like Amazon CloudWatch Logs, Amazon DynamoDB, and Amazon DocumentDB (with Mongo DB compatibility) via their existing Amazon Athena data source. You […]

Building an administrative console in Amazon QuickSight to analyze usage metrics

November 2022: Please visit our blog on Admin console for latest updates. Given the scalability of Amazon QuickSight to hundreds and thousands of users, a common use case is to monitor QuickSight group and user activities, analyze the utilization of dashboards, and identify usage patterns of an individual user and dashboard. With timely access to […]

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Integrating Datadog data with AWS using Amazon AppFlow for intelligent monitoring

Infrastructure and operation teams are often challenged with getting a full view into their IT environments to do monitoring and troubleshooting. New monitoring technologies are needed to provide an integrated view of all components of an IT infrastructure and application system. Datadog provides intelligent application and service monitoring by bringing together data from servers, databases, […]