9 citations · 17 across the 6 of their papers we have counts for
7 papers
Managing Service Dependency for Cloud Reliability: The Industrial Practice
Tianyi Yang, Baitong Li, Jiacheng Shen +3
Interactions between cloud services result in service dependencies. Evaluating and managing the cascading impacts caused by service dependencies is critical to the reliability of c…
AEON: A Method for Automatic Evaluation of NLP Test Cases
Jen-tse Huang, Jianping Zhang, Wenxuan Wang +3
Due to the labor-intensive nature of manual test oracle construction, various automated testing techniques have been proposed to enhance the reliability of Natural Language Process…
Characterizing and Mitigating Anti-patterns of Alerts in Industrial Cloud Systems
Tianyi Yang, Jiacheng Shen, Yuxin Su +3
Alerts are crucial for requesting prompt human intervention upon cloud anomalies. The quality of alerts significantly affects the cloud reliability and the cloud provider's busines…
Improving Adversarial Transferability via Neuron Attribution-Based Attacks
Jianping Zhang, Weibin Wu, Jen-tse Huang +4
Deep neural networks (DNNs) are known to be vulnerable to adversarial examples. It is thus imperative to devise effective attack algorithms to identify the deficiencies of DNNs bef…
Graph-based Incident Aggregation for Large-Scale Online Service Systems
Zhuangbin Chen, Jinyang Liu, Yuxin Su +5
As online service systems continue to grow in terms of complexity and volume, how service incidents are managed will significantly impact company revenue and user trust. Due to the…
DeepObfuscation: Securing the Structure of Convolutional Neural Networks via Knowledge Distillation
Hui Xu, Yuxin Su, Zirui Zhao +3
This paper investigates the piracy problem of deep learning models. Designing and training a well-performing model is generally expensive. However, when releasing them, attackers m…