Dynamic Workflow Resource Selection for Data Compliance
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Solution Overview
Problem
The challenge lies in orchestrating complex workflows across network-accessible services, where customer-specific requirements for sensitive data processing must be met while ensuring compliance with workflow specifications and resource management.
Innovation Solution
A workflow management service that supports customizable and dynamic selection of execution platforms for workflow tasks, allowing clients to specify preferred resources for sensitive tasks while ensuring compliance with service agreements and workflow specifications.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If the service automatically selects execution resources for workflow tasks, then resource utilization and productivity are improved, but customer-specific requirements for sensitive data processing cannot be met
Solution Approach 1:
The patent implements dynamic resource selection where the execution platform for each workflow task is determined at runtime based on task characteristics and customer preferences. The system allows customers to specify preferred execution platforms for sensitive tasks, and the workflow management service dynamically selects appropriate resources while maintaining overall workflow efficiency. This dynamic approach resolves the contradiction by adapting resource allocation to specific task requirements rather than using static automatic selection.
Solution Approach 2:
The patent applies local quality by allowing different execution platform selection strategies for different tasks within the same workflow. Sensitive tasks can be assigned to customer-preferred platforms while non-sensitive tasks use automatic service-selected resources. This granular, task-level customization enables the system to meet customer-specific requirements for sensitive data processing while maintaining overall productivity through efficient resource allocation for other tasks.
2Reliability
If customers specify preferred execution platforms for sensitive tasks, then data security and compliance are improved, but device complexity and orchestration difficulty increase
Solution Approach 1:
The patent implements self-service by allowing customers to specify their preferred execution platforms for sensitive tasks through service agreements or configuration files. The workflow management service automatically honors these preferences without requiring complex manual orchestration. The system self-adapts to customer requirements by integrating platform preference information into the task execution decision-making process, reducing orchestration complexity while maintaining security compliance.
Solution Approach 2:
The patent applies preliminary action by having customers pre-specify their preferred execution platforms for sensitive tasks before workflow execution begins. These preferences are stored in service agreements or configuration files and automatically retrieved during workflow execution. This advance preparation eliminates the need for complex real-time negotiation or orchestration decisions, simplifying the overall system while ensuring compliance with customer security requirements.
3Adaptability or versatility
If the service manages diverse customer requirements for multiple workflows, then adaptability and customer satisfaction are improved, but service complexity and resource management difficulty increase
Solution Approach 1:
The patent implements universality by designing a single workflow management service that can handle multiple workflow types and customer requirements through a unified interface. The service uses a standardized configuration mechanism (service agreements or configuration files) that works across different customers and workflow types. This universal approach allows the service to adapt to diverse customer requirements without creating separate management systems for each customer, thereby reducing overall service complexity while maintaining high adaptability.
Data Source
AI summary
A representation of a workflow comprising a plurality of tasks is obtained. An execution of an instance of the workflow is initiated. The execution comprises selecting, with respect to a particular task of the workflow, a particular execution resource option from a set comprising at least a first execution resource option and a second resource execution option. A result of the execution is stored.