AWS Big Data Blog
Category: Application Integration
Improve observability across HAQM MWAA tasks
HAQM Managed Workflows for Apache Airflow (HAQM MWAA) is a managed orchestration service for Apache Airflow that makes it simple to set up and operate end-to-end data pipelines in the cloud at scale. A data pipeline is a set of tasks and processes used to automate the movement and transformation of data between different systems. […]
Automate data lineage on HAQM MWAA with OpenLineage
In modern data architectures, datasets are combined across an organization using a variety of purpose-built services to unlock insights. As a result, data governance becomes a key component for data consumers and producers to know that their data-driven decisions are based on trusted and accurate datasets. One aspect of data governance is data lineage, which […]
Use an event-driven architecture to build a data mesh on AWS
In this post, we take the data mesh design discussed in Design a data mesh architecture using AWS Lake Formation and AWS Glue, and demonstrate how to initialize data domain accounts to enable managed sharing; we also go through how we can use an event-driven approach to automate processes between the central governance account and […]
How ZS created a multi-tenant self-service data orchestration platform using HAQM MWAA
This is post is co-authored by Manish Mehra, Anirudh Vohra, Sidrah Sayyad, and Abhishek I S (from ZS), and Parnab Basak (from AWS). The team at ZS collaborated closely with AWS to build a modern, cloud-native data orchestration platform. ZS is a management consulting and technology firm focused on transforming global healthcare and beyond. We […]
How GE Proficy Manufacturing Data Cloud replatformed to improve TCO, data SLA, and performance
This is post is co-authored by Jyothin Madari, Madhusudhan Muppagowni and Ayush Srivastava from GE. GE Proficy Manufacturing Data Cloud (MDC), part of the GE Digital’s Manufacturing Execution Systems (MES) suite of solutions, allows GED’s customers to increase the derived value easily and quickly from the MES by reliably bringing enterprise-wide manufacturing data into the […]
Trigger an AWS Glue DataBrew job based on an event generated from another DataBrew job
Organizations today have continuous incoming data, and analyzing this data in a timely fashion is becoming a common requirement for data analytics and machine learning (ML) use cases. As part of this, you need clean data in order to gain insights that can enable enterprises to get the most out of their data for business […]
Persist and analyze metadata in a transient HAQM MWAA environment
Customers can harness sophisticated orchestration capabilities through the open-source tool Apache Airflow. Airflow can be installed on HAQM EC2 instances or can be dockerized and deployed as a container on AWS container services. Alternatively, customers can also opt to leverage HAQM Managed Workflows for Apache Airflow (MWAA). HAQM MWAA is a fully managed service that […]
Audit AWS service events with HAQM EventBridge and HAQM Kinesis Data Firehose
February 9, 2024: HAQM Kinesis Data Firehose has been renamed to HAQM Data Firehose. Read the AWS What’s New post to learn more. HAQM EventBridge is a serverless event bus that makes it easy to build event-driven applications at scale using events generated from your applications, integrated software as a service (SaaS) applications, and AWS […]
How ENGIE scales their data ingestion pipelines using HAQM MWAA
ENGIE—one of the largest utility providers in France and a global player in the zero-carbon energy transition—produces, transports, and deals electricity, gas, and energy services. With 160,000 employees worldwide, ENGIE is a decentralized organization and operates 25 business units with a high level of delegation and empowerment. ENGIE’s decentralized global customer base had accumulated lots […]
Build a modern data architecture on AWS with HAQM AppFlow, AWS Lake Formation, and HAQM Redshift
This is a guest post written by Dr. Yannick Misteli, lead cloud platform and ML engineering in global product strategy (GPS) at Roche. Recently the Roche Data Insights (RDI) initiative was launched to achieve our vision using new ways of working and collaboration in order to build shared, interoperable data & insights with federated governance. […]