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cs.DC2026
eIRWR: Enhanced Iterative Random Walk with Restart for Scalable Root Cause Analysis in Microservices
Saiful Khan, Afrah Farea
Root cause analysis (RCA) in microservice architectures needs to pinpoint the originating faulty service responsible for the cascading symptoms seen across hundreds or thousands of…
cs.HC2026
Understanding How Humans Inject Knowledge into Machine Learning Workflows through Visual Analytics
Yiwen Xing, Philip Beaucamp, Joyraj Chakraborty +6
Visual analytics (VA) plays an increasingly important role in supporting machine learning (ML) workflows. In the field of visualization, such approaches and techniques are referred…
cs.HC2026
A Multiplexing Design Space: Theory, Method, and Application
Yiwen Xing, Afrah Farea, Saiful Khan +1
Many visualization designs feature phenomena referred to as ``visual multiplexing'', where multiple pieces of information associated with the same data point are conveyed simultane…