Best Data Management Software for Amazon EMR

You can monitor and control all the actions of your data pipelines without changing any code. Monitor data and pipelines to prevent downtime proactively and quickly identify root causes. Optimize pipeline runs, job performance and cost to maintain SLAs and save money. Accelerate platform upgrades and code deployments while maintaining reliability and performance. Data & Performance checks in line with pipelines. Checking input data before pipelines are even run. Preemption of runs by automatic means. Definity eliminates the need to build end-to-end coverage so that you are protected in every dimension. Definity shifts observability into post-production in order to achieve ubiquity and increase coverage while reducing manual effort. Definity agents run automatically with every pipeline and leave no footprint. Every data asset can be viewed in a single view, including pipelines, infrastructure, lineage and code. Avoid async checking by detecting in-run. Preempt all runs, including inputs.

AWS Data Exchange simplifies the process for finding, subscribing, and using data from third parties in the cloud. It offers a catalog of more than 3,500 data sets, including data tables, data files, and APIs, from over 300 data providers. The platform allows users to streamline data acquisition and governance by consolidating third-party subscriptions into one place. Existing subscriptions can be migrated at no extra cost. AWS Data Exchange provides secure and compliant data use, integrating with AWS Identity and Access Management and providing data encryption in transit and at rest. Users can integrate data subscriptions into their AWS environment to facilitate analytics and machine-learning applications. The service supports a variety of data delivery methods including direct access to data in Amazon S3 buckets from data providers. This allows subscribers to use the files with AWS Services like Amazon Athena or Amazon EMR.