Software Alternatives, Accelerators & Startups

Apache Airflow VS Amazon EC2 Systems Manager

Compare Apache Airflow VS Amazon EC2 Systems Manager and see what are their differences

Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

Apache Airflow logo Apache Airflow

Airflow is a platform to programmaticaly author, schedule and monitor data pipelines.

Amazon EC2 Systems Manager logo Amazon EC2 Systems Manager

Learn how to shorten the time to detect and resolve problems. View operational data from multiple AWS services and automate tasks across AWS resources.
  • Apache Airflow Landing page
    Landing page //
    2023-06-17
  • Amazon EC2 Systems Manager Landing page
    Landing page //
    2023-04-30

Apache Airflow features and specs

  • Scalability
    Apache Airflow can scale horizontally, allowing it to handle large volumes of tasks and workflows by distributing the workload across multiple worker nodes.
  • Extensibility
    It supports custom plugins and operators, making it highly customizable to fit various use cases. Users can define their own tasks, sensors, and hooks.
  • Visualization
    Airflow provides an intuitive web interface for monitoring and managing workflows. The interface allows users to visualize DAGs, track task statuses, and debug failures.
  • Flexibility
    Workflows are defined using Python code, which offers a high degree of flexibility and programmatic control over the tasks and their dependencies.
  • Integrations
    Airflow has built-in integrations with a wide range of tools and services such as AWS, Google Cloud, and Apache Hadoop, making it easier to connect to external systems.

Possible disadvantages of Apache Airflow

  • Complexity
    Setting up and configuring Apache Airflow can be complex, particularly for new users. It requires careful management of infrastructure components like databases and web servers.
  • Resource Intensive
    Airflow can be resource-heavy in terms of both memory and CPU usage, especially when dealing with a large number of tasks and DAGs.
  • Learning Curve
    The learning curve can be steep for users who are not familiar with Python or the underlying concepts of workflow management.
  • Limited Real-Time Processing
    Airflow is better suited for batch processing and scheduled tasks rather than real-time event-based processing.
  • Dependency Management
    Managing task dependencies in complex DAGs can become cumbersome and may lead to configuration errors if not properly handled.

Amazon EC2 Systems Manager features and specs

No features have been listed yet.

Apache Airflow videos

Airflow Tutorial for Beginners - Full Course in 2 Hours 2022

Amazon EC2 Systems Manager videos

No Amazon EC2 Systems Manager videos yet. You could help us improve this page by suggesting one.

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Category Popularity

0-100% (relative to Apache Airflow and Amazon EC2 Systems Manager)
Workflow Automation
100 100%
0% 0
Monitoring Tools
0 0%
100% 100
Automation
100 100%
0% 0
IT Management
0 0%
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Apache Airflow and Amazon EC2 Systems Manager

Apache Airflow Reviews

5 Airflow Alternatives for Data Orchestration
While Apache Airflow continues to be a popular tool for data orchestration, the alternatives presented here offer a range of features and benefits that may better suit certain projects or team preferences. Whether you prioritize simplicity, code-centric design, or the integration of machine learning workflows, there is likely an alternative that meets your needs. By...
Top 8 Apache Airflow Alternatives in 2024
Apache Airflow is a workflow streamlining solution aiming at accelerating routine procedures. This article provides a detailed description of Apache Airflow as one of the most popular automation solutions. It also presents and compares alternatives to Airflow, their characteristic features, and recommended application areas. Based on that, each business could decide which...
Source: blog.skyvia.com
10 Best Airflow Alternatives for 2024
In a nutshell, you gained a basic understanding of Apache Airflow and its powerful features. On the other hand, you understood some of the limitations and disadvantages of Apache Airflow. Hence, this article helped you explore the best Apache Airflow Alternatives available in the market. So, you can try hands-on on these Airflow Alternatives and select the best according to...
Source: hevodata.com
A List of The 16 Best ETL Tools And Why To Choose Them
Apache Airflow is an open-source platform to programmatically author, schedule, and monitor workflows. The platform features a web-based user interface and a command-line interface for managing and triggering workflows.
15 Best ETL Tools in 2022 (A Complete Updated List)
Apache Airflow programmatically creates, schedules and monitors workflows. It can also modify the scheduler to run the jobs as and when required.

Amazon EC2 Systems Manager Reviews

We have no reviews of Amazon EC2 Systems Manager yet.
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Social recommendations and mentions

Based on our record, Apache Airflow should be more popular than Amazon EC2 Systems Manager. It has been mentiond 75 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Apache Airflow mentions (75)

  • The DOJ Still Wants Google to Sell Off Chrome
    Is this really true? Something that can be supported by clear evidence? I’ve seen this trotted out many times, but it seems like there are interesting Apache projects: https://airflow.apache.org/ https://iceberg.apache.org/ https://kafka.apache.org/ https://superset.apache.org/. - Source: Hacker News / about 2 months ago
  • 10 Must-Know Open Source Platform Engineering Tools for AI/ML Workflows
    Apache Airflow offers simplicity when it comes to scheduling, authoring, and monitoring ML workflows using Python. The tool's greatest advantage is its compatibility with any system or process you are running. This also eliminates manual intervention and increases team productivity, which aligns with the principles of Platform Engineering tools. - Source: dev.to / 3 months ago
  • Data Orchestration Tool Analysis: Airflow, Dagster, Flyte
    Data orchestration tools are key for managing data pipelines in modern workflows. When it comes to tools, Apache Airflow, Dagster, and Flyte are popular tools serving this need, but they serve different purposes and follow different philosophies. Choosing the right tool for your requirements is essential for scalability and efficiency. In this blog, I will compare Apache Airflow, Dagster, and Flyte, exploring... - Source: dev.to / 3 months ago
  • AIOps, DevOps, MLOps, LLMOps – What’s the Difference?
    Data pipelines: Apache Kafka and Airflow are often used for building data pipelines that can continuously feed data to models in production. - Source: dev.to / 4 months ago
  • Data Engineering with DLT and REST
    This article demonstrates how to work with near real-time and historical data using the dlt package. Whether you need to scale data access across the enterprise or provide historical data for post-event analysis, you can use the same framework to provide customer data. In a future article, I'll demonstrate how to use dlt with a workflow orchestrator such as Apache Airflow or Dagster.``. - Source: dev.to / 5 months ago
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Amazon EC2 Systems Manager mentions (17)

  • Ensuring secure values by private keys in AWS (KMS, SSM, Secrets Manager)
    This "protection" layer of our sensitive value is based on the composition of two AWS services: Key Management Service is the one responsible for creating the private key which will be used to encrypt our value, then Secret Manager or System Manager: Parameters Store allow us to accomplish the same functionality but they differ on some caveats, since the chosen one will be used for saving the secured encrypted... - Source: dev.to / about 2 years ago
  • 6 Best Practices for AWS Monitoring
    AWS Systems Manager is a service that allows you to manage and automate tasks across your AWS resources. One powerful feature of Systems Manager is the ability to set up automated remediation tasks, which can help you quickly resolve issues without manual intervention. For example, you can set up a remediation task that automatically restarts an EC2 instance if its CPU utilization exceeds a certain threshold. Source: about 2 years ago
  • How to set up AWS Session Manager logging cross account
    Instead, it uses an SSM Agent. And this agent will register itself to the AWS Systems Manager. It will use the attached instance profile to do that. From that point on when you request a shell from the Session Manager. The agent will react on this response and establish the connection. - Source: dev.to / over 2 years ago
  • Uncomplicating cloud Security — Foundations (Part 1)
    AWS Systems Manager: you can centralize access to VMs through the service and automate security patching using the tool also. - Source: dev.to / over 2 years ago
  • AWS services for SREs
    You can find more about AWS Systems Manager here. - Source: dev.to / over 3 years ago
View more

What are some alternatives?

When comparing Apache Airflow and Amazon EC2 Systems Manager, you can also consider the following products

Make.com - Tool for workflow automation (Former Integromat)

Freshservice - Freshservice: the one-stop cloud solution for all your IT management needs.

ifttt - IFTTT puts the internet to work for you. Create simple connections between the products you use every day.

Goverlan - Goverlan Reach provides IT systems support and remote management software solutions enabling innovative and simplified ways for businesses to address remote IT administration needs.

Microsoft Power Automate - Microsoft Power Automate is an automation platform that integrates DPA, RPA, and process mining. It lets you automate your organization at scale using low-code and AI.

VMware vCenter - VMware vCenter Server provides a centralized platform for managing your VMware vSphere environments.