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Beihang University
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A systematic approach to hybrid quantum-classical application design could drastically reduce costly implementation failures by providing predictive feasibility assessments before deployment.
Quantum-inspired Coherent Ising Machines can now tackle software test optimization, offering a novel approach to test case selection and minimization.
REST API fuzzing, a critical component of modern software development, suffers from significant flakiness issues that can now be reliably detected and mitigated.
Current microservice testing overlooks the cascading chaos of real-world uncertainties, demanding a new fuzzing paradigm that embraces the unpredictable nature of distributed systems.
LLM-based multi-agent systems in healthcare can be made more reliable and diagnosable by explicitly modeling and managing uncertainty throughout the system lifecycle, not just at the model level.
SysML v2, the next-generation systems modeling language, gets a boost with first-class uncertainty representation via a PSUM metamodel integration.