Apache Airflow vs. Cisco TrustSec vs. OpenText Operations Orchestration

For a quick job scanning of status and deep-diving into job issues, details, and flows, AirFlow does a good job. No fuss, no muss. The low learning curve as the UI is very straightforward, and navigating it will be familiar after spending some time using it. Our requirements are pretty simple. Job scheduler, workflows, and monitoring. The jobs we run are >100, but still is a lot to review and troubleshoot when jobs don't run. So when managing large jobs, AirFlow dated UI can be a bit of a drawback.

Incentivized

• Control access to critical enterprise resources by business role, device type, and location, so policy changes can be made without redesigning the network.
• Easily manage access control and segmentation while maintaining compliance.
• Create and manage policies in an easy-to-use matrix.
• Reduce the need for costly network re-architecture by automating firewall rules and access control list (ACL) administration.

Incentivized

For our business, this system is really THE system. We use it for the management of almost all aspects of a member's account. I honestly cannot think of something that it cannot do.

Incentivized

• Apache Airflow is one of the best Orchestration platforms and a go-to scheduler for teams building a data platform or pipelines.
• Apache Airflow supports multiple operators, such as the Databricks, Spark, and Python operators. All of these provide us with functionality to implement any business logic.
• Apache Airflow is highly scalable, and we can run a large number of DAGs with ease. It provided HA and replication for workers. Maintaining airflow deployments is very easy, even for smaller teams, and we also get lots of metrics for observability.

Incentivized

• Reduce operational expenses by simplifying network segmentation and defining security groups based on business roles, not IP addresses.
• Limit the impact of a data breach by quickly isolating and containing threats using technology already in your network.

Incentivized

• Allows for the quick disconnection of accounts that break our terms of service
• Seamless integration with our billing system
• Has the ability to house all member/client account information in one single location

Incentivized

• A local "dry run" or IDE plugin that can validate and simulate DAG execution without needing a full environment.
• Better feedback on DAG parse errors in the UI or CLI.
• Navigating large DAGs with hundreds of tasks can be slow and hard to understand visually.

Incentivized

• Help and solutions if needed, support

Incentivized

• The product build in portal need to be more flexible

For its capability to connect with multicloud environments. Access Control management is something that we don't get in all the schedulers and orchestrators. But although it provides so many flexibility and options to due to python , some level of knowledge of python is needed to be able to build workflows.

Incentivized

Apache Airflow is suited for a much wider set of use cases compared to Databricks. You can run it anywhere, and there is also no vendor lock-in. With Airflow, we can utilize almost any compute engine. Same thing we want to do with Databricks. There might be some level of difficulty based on the support.

Incentivized

Most product works well enough, but none of them combine the non-agent/client approach to automation with an easy to develop mechanism (the drag&drop development approach) This alone put this solution on top of our preferred implantation product list

• Most of the ETL processes were automated, cutting down on human labor.
• Apache Airflow's user interface (UI) was very informative and straightforward.
• Since ETL processes were providing data via airflow, we were able to gain a deeper comprehension of the data at hand.

Incentivized

• Reduction in IT operational costs

Incentivized

• Product enabled reduce manpower and overall costs for most services implement.
• The ROI is constantly being measured and evaluated by the product portal as time&money measurements