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Huanle Xu

2 accepted papers

2025

FastPERT: Towards Fast Microservice Application Latency Prediction via Structural Inductive Bias over PERT Networks

AAAI 2025technical

The recent surge in popularity of cloud-native applications using microservice architectures has led to a focus on accurate end-to-end latency prediction for proactive resource allocation. Existing models leverage Graph Transformers to Microservice Call Graphs or the Program Evaluation and Review Te…

Cited by 0SourcePDFScholar
2020

Combinatorial Multi-Armed Bandits with Concave Rewards and Fairness Constraints

IJCAI 2020poster

The problem of multi-armed bandit (MAB) with fairness constraint has emerged as an important research topic recently. For such problems, one common objective is to maximize the total rewards within a fixed round of pulls, while satisfying the fairness requirement of a minimum selection fraction for…

Cited by 0SourcePDFScholar