4 papers
FASE: Fast Adaptive Semantic Entropy for Code Quality
Shizhe Lin, Ladan Tahvildari
Multi-agent code generation offers a promising paradigm for autonomous software development by simulating the human software engineering lifecycle. However, system reliability rema…
Key Considerations for Auto-Scaling: Lessons from Benchmark Microservices
Majid Dashtbani, Ladan Tahvildari
Microservices have become the dominant architectural paradigm for building scalable and modular cloud-native systems. However, achieving effective auto-scaling in such systems rema…
Beyond the Classroom: Bridging the Gap Between Academia and Industry with a Hands-on Learning Approach
Mingyang Xu, Ryan Zheng He Liu, Mark Stoodley +1
Modern software systems require various capabilities to meet architectural and operational demands, such as the ability to scale automatically and recover from sudden failures. Sel…
STaleX: A Spatiotemporal-Aware Adaptive Auto-scaling Framework for Microservices
Majid Dashtbani, Ladan Tahvildari
While cloud environments and auto-scaling solutions have been widely applied to traditional monolithic applications, they face significant limitations when it comes to microservice…