Automated Batch Job Workflow Execution Across Heterogeneous Systems
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Solution Overview
Problem
Existing systems require manual intervention to execute batch jobs across varying technologies, leading to inefficiencies in data processing and resource utilization due to the need for manual handling and expertise in different technologies.
Innovation Solution
An automated system that generates batch job workflows, retrieves scheduler data, and invokes technology wrappers to execute tasks on appropriate systems, reducing manual input and enabling execution across systems with different technologies.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If manual intervention is used to execute batch jobs across different technologies, then users can execute jobs on various systems, but execution time and resource usage increase due to manual handling
Solution Approach 1:
The system enables self-service automation where the batch job execution platform automatically retrieves scheduler data, determines task dependencies, selects appropriate technology wrappers, and executes tasks across multiple systems without requiring manual user intervention for each step
Solution Approach 2:
The batch job execution platform acts as an intermediary system that sits between users and multiple target systems with different technologies. It translates user requests into system-specific commands by retrieving scheduler data and invoking appropriate technology wrappers, thereby automating the execution process across heterogeneous systems
2Ease of operation
If manual intervention is required for batch job execution, then system flexibility is maintained, but CPU and memory usage increase due to manual processing overhead
Solution Approach 1:
The system automates the entire batch job execution workflow by self-retrieving scheduler data, automatically determining task dependencies, and autonomously selecting and invoking the appropriate technology wrappers based on system assignments, eliminating the need for manual user processing
Solution Approach 2:
The system performs preliminary actions by pre-retrieving scheduler data that contains job dependencies, task dependencies, and technology wrapper assignments before execution begins. This pre-fetching and pre-processing of execution metadata enables automated decision-making during task execution without manual intervention
3Reliability
If technology-specific expertise is required for each system, then precise job execution is achieved, but system complexity increases and accessibility decreases
Solution Approach 1:
The batch job execution platform serves as an intermediary that handles technology-specific complexities internally. It retrieves scheduler data containing technology wrapper assignments and automatically invokes the appropriate wrappers for each target system, shielding users from technology-specific details while maintaining execution accuracy
Solution Approach 2:
The batch job execution platform provides a universal interface that can execute batch jobs across multiple systems with different technologies through a single unified system. It achieves multi-functionality by dynamically selecting and invoking appropriate technology wrappers based on system assignments stored in scheduler data, allowing one system to perform multiple technology-specific functions
4Productivity
If manual user input is required for batch job workflows, then user control is maintained, but wait times increase due to sequential manual processing
Solution Approach 1:
The system automatically processes the entire batch job workflow by self-retrieving scheduler data, automatically determining execution order based on job and task dependencies, and sequentially invoking technology wrappers without requiring user input between steps, thereby eliminating user wait time
Solution Approach 2:
The system maintains continuous automated action throughout the batch job execution process. Once initiated, it continuously retrieves scheduler data, determines dependencies, selects technology wrappers, and executes tasks in sequence without interruption or pause for manual user input, maximizing processing speed and minimizing wait time
Data Source
AI summary
Systems and methods for the automated execution of batch job workflows are provided. The system may generate a batch job workflow having one or more jobs with each job having one or more tasks. The system may retrieve scheduler data corresponding to each task and indicating job dependencies, task dependencies, and technology wrappers needed to execute each task. The system may generate a task schedule based on the scheduler data. The system may execute each task in accordance with the scheduler data by transmitting each task to a wrapper environment to invoke a technology wrapper. The technology wrapper may enable each task to be executed across systems of varying technologies.