Yuxuan Jiang

When Burstable Instances Meet Mobile Computing: Performance Modeling and Economic Analysis

2020

This paper proposes a tandem fluid queue model for a mobile computing system with computation offloading and analytically derives its key quality-of-service (QoS) metric. Based on the performance model, we further evaluate the economic benefits …

Beyond Math: Stories as a Testbed for Memorization-Constrained Reasoning in LLMs

2026 · Digital Repository at the University of Maryland (University of Maryland College Park)

Memorization has been shown to greatly inflate Large Language Models' (LLMs) performance on domains such as math and logic, where success should primarily rely on applying generalizable reasoning rules. In many real-world applications, however, memorization …