What is Google Cloud Composer?
Google Cloud Composer is a cloud workflow automation service offered by Google Cloud. It is based on the open source Apache Airflow software and offers an easy-to-use environment for creating, monitoring and managing workflows that can run on different cloud platforms. Google Cloud Composer provides the ability to automate complex workflows to save time and resources and reduce human error. It is a scalable and flexible solution that helps companies streamline and automate their workflows.
What are the advantages of this solution?
Google Cloud Composer features
Hybrid and multi-cloud
Cloud Composer orchestrated workflows serve as an effective bridge between public cloud platforms and on-premises infrastructure. This functionally versatile capability provides the tools to design a hybrid data environment and paves the way for a more seamless transition to the cloud. By creating workflows that connect data, processes and services from diverse clouds, a harmonized and integrated data environment can be realized.
Open Source
With Apache Airflow as the basic framework, open source Cloud Composer offers extensive flexibility and independence from specific vendors. As a project to which Google has contributed its expertise, Cloud Composer is characterized by its vendor neutrality and ensures smooth functioning on diverse platforms. The dynamic expansion of the Airflow community also gives hope that more platforms will be supported in the future.
Simple orchestration
Cloud Composer Pipelines are configured using Python, and the directed acyclic graphs (DAGs) model ensures a seamless and intuitive user experience. One-click access to an extensive library of connectors makes generating multiple graphical representations of a workflow effortless. This visual representation not only facilitates troubleshooting, but also ensures that processes always stay on schedule by automatically synchronizing DAGs.
Custom plugins and libraries
Google Cloud Composer offers an extensive collection of plug-ins and libraries that can be used to customize and extend workflows.
Use cases of the solution
Google Cloud Composer can be used to automate data processing and analytics workflows. The service provides an easy-to-use environment for creating workflows for data processing and analytics projects, including integration with BigQuery and other Google Cloud services.
Google Cloud Composer can be used to train machine learning models. Predefined workflows for training ML models and integration with cloud AI platforms enable users to quickly automate ML workflows.
With Google Cloud Composer, reporting and dashboard workflows can be automated. Integrated reporting tools can monitor workflows and quickly identify if there are problems or bottlenecks.
Google Cloud Composer can be used for test and build automation in software development. Cloud Build's integration with other DevOps tools enables users to quickly automate workflows and streamline development cycles.
What opportunities are you missing without Google Cloud Composer?
Without Google Cloud Composer, simple and efficient automation of cloud workflows would not be possible. Running workflows manually proves to be time-consuming and error-prone, where automation helps improve efficiency and accuracy. Organizations that forgo workflow automation in the cloud could experience difficulty keeping up with the demands and dynamics of a rapidly changing business environment. They could also experience problems keeping up with data processing and analytics, which could impact their ability to make data-driven decisions. Overall, leaving Google Cloud Composer out of the equation could limit an organization's ability to efficiently automate and streamline workflows, which could hurt competitive advantage. Everything is phrased in indirect address.
KNOWLEDGE
Things worth knowing
Learn how intelligent corporate management can be successfully implemented in the automotive industry in Feintool's exclusive case study. Discover three use cases with SAP BDC & Databricks. Register now for free!
This page provides access to the documentation and video recordings of the Analytics New Year's Aperitif 2026. The event focused on current developments, technological standards, and methodological approaches in data analysis.
Contents of the recordings
The present contributions focus on the following key areas:
Technical presentations: Presentations on current industry developments and technological innovations.
Use cases: Reports on the implementation of analytics solutions in business practice.
Discussion rounds: Exchange on methodological issues and strategic challenges.
Experience valuable insights in a summer atmosphere: We invite you to our second Analytics Apéro of the year in summer 2026.
The Analytics Online Conference 2024 offered a unique platform to discover the latest trends, technologies, and best practices in the field of data analysis. Participants experienced exciting presentations from leading experts, interactive discussion panels, and practical application examples that provided valuable insights and inspiration for their own work. Discover the exciting recordings of the keynotes with personal insights and innovative trends.
The Analytics Summer Apéro 2025 – Where innovation meets exchange.
Our Analytics Summer Apéro 2025 offered a unique opportunity to experience the latest developments and innovations in the fields of AI, SAP Business Suite and Business Data Cloud first hand. Participants enjoyed exciting keynotes from leading experts, interactive discussions and practical insights that provided valuable inspiration for their own work.
In addition to the technical depth, the apéro offered the perfect platform for relaxed networking, stimulating discussions and even the opportunity to ride the Analytics Wave on the UrbanSurf.
Discover the highlights of the event in our impressions and learn more about the future-oriented trends in the field of data analysis!
The Analytics Online Conference 2024 offered a unique platform to discover the latest trends, technologies, and best practices in the field of data analysis. Participants experienced exciting presentations from leading experts, interactive discussion panels, and practical application examples that provided valuable insights and inspiration for their own work. Discover the exciting recordings of the keynotes with personal insights and innovative trends.
Our second Analytics Apéro of the year will take place in the summer of 2025. This time in a summery atmosphere. We invite you to join us...
The Analytics Online Conference 2024 offered a unique platform to discover the latest trends, technologies, and best practices in the field of data analysis. Participants experienced exciting presentations from leading experts, interactive discussion panels, and practical application examples that provided valuable insights and inspiration for their own work. Discover the exciting recordings of the keynotes with personal insights and innovative trends.
Google Vertex AI enables the efficient development, deployment, and management…
The Analytics Summer Apéro focused on the theme "Surf's Up! Catch the Google & SAP Analytics Wave". Participants immersed themselves in the world of data analysis and business intelligence tools from SAP and Google at Urbansurf in Zurich. Discover the exciting recordings of the keynotes with personal insights and innovative trends.
This Wiki article introduces two leading solutions for data management and analysis in today's data-driven world: Google BigQuery and SAP BW. Both systems offer powerful functionalities but differ in their approaches and areas of application.
The webinar focused on how data can be efficiently modeled in the Google Cloud Platform (GCP) using the Data Build Tool (dbt) in order to achieve maximum added value for the company.
Find out everything you need to know about "dbt Showcase: Engineering of Data Products" in the Google Cloud Platform. Exciting insights and the most important information.
A significant proportion of up to 80% of all data often consists of unstructured data, such as images, videos and text documents. This vast amount of information is often not used optimally. Interestingly, this unstructured diversity...
The cooperation aims to help companies simplify their...
With BigQuery, Google is selling a warehousing tool that is supposed to be able to replace established systems. What concrete advantages Google BigQuery offers, how data processing works with it and how the combination...
In the webinar, we have prepared two exciting use cases for combining the Google Cloud Platform (GCP) and various SAP tools for you. The first example shows the connection of ...
You use "SAP Analytics Cloud" as a reporting tool and want to connect your data lake without data replication...
Google BigQuery is a hot topic and a powerful...