Scalable Software QA Frameworks for Cloud-Based Systems

Abstract

This paper introduces a scalable software quality assurance (QA) framework tailored for cloud-based application ecosystems. The framework addresses the unique challenges of distributed, multi-tenant, and containerized environments characteristic of modern cloud systems. It extends existing end-to-end QA models by incorporating automated test orchestration, compliance-focused validations, and continuous feedback loops to ensure high-quality deliverables in dynamic, cloud-based applications. The framework was evaluated on two distinct systems: a Software-as-a-Service (SaaS)-based education platform and a large-scale enterprise Customer Relationship Management (CRM) system. Results demonstrated significant improvements in test coverage, faster testing cycle times, and a reduction in post-deployment issues. These findings highlight the framework's adaptability and effectiveness in enhancing software quality assurance processes for diverse cloud environments, underscoring its strategic value in modern software development