Best Workload Automation Software for Apache Spark

Compare the Top Workload Automation Software that integrates with Apache Spark as of November 2025

This a list of Workload Automation software that integrates with Apache Spark. Use the filters on the left to add additional filters for products that have integrations with Apache Spark. View the products that work with Apache Spark in the table below.

What is Workload Automation Software for Apache Spark?

Workload automation software helps organizations streamline and manage repetitive tasks, scheduling and automating workflows across various applications and systems. It enables businesses to automate data processing, batch jobs, and other time-sensitive tasks, reducing the need for manual intervention. By centralizing and orchestrating these tasks, workload automation software improves operational efficiency, reduces errors, and ensures timely completion of critical processes. The software often includes monitoring and alerting capabilities, allowing IT teams to identify and resolve issues proactively. Ultimately, workload automation enhances productivity, optimizes resource utilization, and supports compliance with operational standards. Compare and read user reviews of the best Workload Automation software for Apache Spark currently available using the table below. This list is updated regularly.

  • 1
    Activeeon ProActive
    The solution provided by Activeeon is suited to fit modern challenges such as the growth of data, new infrastructures, cloud strategy evolving, new application architecture, etc. It provides orchestration and scheduling to automate and build a solid base for future growth. ProActive Workflows & Scheduling is a java-based cross-platform workflow scheduler and resource manager that is able to run workflow tasks in multiple languages and multiple environments (Windows, Linux, Mac, Unix, etc). ProActive Resource Manager makes compute resources available for task execution. It handles on-premises and cloud compute resources in an elastic, on-demand and distributed fashion. ProActive AI Orchestration from Activeeon empowers data engineers and data scientists with a simple, portable and scalable solution for machine learning pipelines. It provides pre-built and customizable tasks that enable automation within the machine learning lifecycle, which helps data scientists and IT Operations work.
    Starting Price: $10,000
  • 2
    ScaleOps

    ScaleOps

    ScaleOps

    Reduce Kubernetes costs by up to 80% and enhance cluster reliability by using real-time, application context-aware, automation for your most critical production environments. We are bringing a new era of cloud resource management by using our proprietary technology of real-time automation & application context awareness, unlocking the full potential of cloud-native applications. Cut your Kubernetes costs by up to 80% through our intelligent resource optimization and automated workload management, ensuring you only pay for what you need without sacrificing performance. Enhance your Kubernetes environments for peak application performance and improve cluster reliability with proactive and reactive mechanisms that automatically mitigate issues caused by sudden, unexpected bursts and stressed nodes, ensuring stability and performance. Installation takes just 2 minutes. Starting with read-only permissions, you will immediately discover the potential our platform can bring to your apps.
    Starting Price: $5 per month
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