Automatic Pattern Testing Engine for Cloud Application Security
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Solution Overview
Problem
Cloud computing service platforms face challenges in efficiently combining and testing software components developed by different teams, leading to compatibility and security issues, which require significant human and computing resources.
Innovation Solution
A framework that includes an automatic pattern generation engine and an automatic pattern testing engine to create and test extended patterns based on a base pattern, ensuring compatibility and security standards are met, allowing for efficient development, combination, and extension of software applications.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If multiple groups develop portions of software services separately, then development flexibility and speed are improved, but compatibility and security issues arise when combining portions
Solution Approach 1:
The patent segments software development into independent portions that can be developed by different groups simultaneously. Each portion is developed as a separate module or service component, allowing parallel development while maintaining the ability to integrate them later through standardized interfaces and compatibility layers.
Solution Approach 2:
The patent introduces intermediary components such as compatibility layers, standardized APIs, and integration frameworks that mediate between separately developed software portions. These intermediaries ensure that components from different groups can work together seamlessly, resolving compatibility issues without slowing down development.
2Adaptability or versatility
If multiple groups develop portions of software services separately, then development flexibility is improved, but security problems arise when combining portions
Solution Approach 1:
The patent applies preliminary security testing and validation to each software portion before it is integrated with other components. Security checks, vulnerability assessments, and compliance validations are performed in advance during the separate development phase, ensuring that security issues are identified and resolved before integration, thereby maintaining both flexibility and security.
Solution Approach 2:
The patent implements feedback mechanisms where security test results and validation outcomes from separately developed portions are continuously monitored and fed back to the development groups. This allows real-time adjustments and corrections to be made, ensuring that security standards are maintained across all integrated components while preserving development flexibility.
3Reliability
If extensive testing is performed to ensure compatibility and security, then reliability is improved, but resource utilization increases
Solution Approach 1:
The patent implements partial testing strategies where not all software portions undergo the complete testing cycle. Instead, critical security and compatibility tests are performed on high-risk components, while lower-risk components undergo streamlined validation. This selective approach maintains reliability for essential functions while reducing overall resource consumption.
Solution Approach 2:
The patent performs preliminary automated testing and static analysis during the development phase before integration testing. By catching compatibility and security issues early through automated tools and pre-validation, the need for extensive manual testing later is reduced, thereby maintaining reliability while lowering resource utilization during the testing phase.
4Reliability
If extensive manual testing is performed to ensure security standards, then security reliability is improved, but development time increases
Solution Approach 1:
The patent replaces manual security testing with automated testing tools, scripts, and machine learning-based security validation systems. These automated systems perform security checks, vulnerability scans, and compliance validations much faster than manual processes, maintaining high security reliability while significantly reducing the time required for testing and approval.
Solution Approach 2:
The patent implements self-service security testing where the software portions automatically perform their own security validations and generate compliance reports. Each developed component includes built-in security checks that autonomously verify adherence to security standards, reducing the need for time-consuming manual security audits while maintaining rigorous compliance.
Data Source
AI summary
A method and system generates extended patterns from base patterns with an automatic pattern generation engine. The method and system tests the extended patterns with an automatic pattern testing engine. The patterns correspond to configurations for implementing cloud-based applications. The patterns are extendable to make additional extended patterns. Extended patterns carry the characteristics of the patterns from which they were extended. Updating a base pattern with new security measures causes a cascade effect that updates all extended patterns that descend from the base pattern.