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Peng Huang 0005

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affiliation: University of Michigan, Ann Arbor, USA
affiliation (former): Johns Hopkins University, Baltimore, MD, USA
affiliation (PhD 2016): University of California, San Diego, CA, USA

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Books and Theses

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2016
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Peng Huang:
Toward Understanding and Dealing with Failures in Cloud-Scale Systems. University of California, San Diego, USA, 2016

Journal Articles

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2023
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Yiming Zhang, Huiba Li, Shengyun Liu, Peng Huang:
Hybrid Block Storage for Efficient Cloud Volume Service. ACM Trans. Storage 19(4): 35:1-35:25 (2023)
2021
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Rui Zhang, Calvin Deutschbein, Peng Huang, Cynthia Sturton:
End-to-End Automated Exploit Generation for Processor Security Validation. IEEE Des. Test 38(3): 22-30 (2021)
2013
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Jing Jiang, Christo Wilson, Xiao Wang, Wenpeng Sha, Peng Huang, Yafei Dai, Ben Y. Zhao:
Understanding latent interactions in online social networks. ACM Trans. Web 7(4): 18:1-18:39 (2013)
2010
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Jing Jiang, Yongjun Li, Qinyuan Feng, Peng Huang, Yafei Dai:
A multiple user sharing behaviors based approach for fake file detection in P2P environments. Sci. China Inf. Sci. 53(11): 2169-2184 (2010)

Conference and Workshop Papers

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2025
[c38]
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Ruiming Lu, Yunchi Lu, Yuxuan Jiang, Guangtao Xue, Peng Huang:
One-Size-Fits-None: Understanding and Enhancing Slow-Fault Tolerance in Modern Distributed Systems. NSDI 2025: 359-378
[c37]
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Chang Lou, Dimas Shidqi Parikesit, Yujin Huang, Zhewen Yang, Senapati Diwangkara, Yuzhuo Jing, Achmad Imam Kistijantoro, Ding Yuan, Suman Nath, Peng Huang:
Deriving Semantic Checkers from Tests to Detect Silent Failures in Production Distributed Systems. OSDI 2025: 19-38
[c36]
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Yuxuan Jiang, Ziming Zhou, Boyu Xu, Beijie Liu, Runhui Xu, Peng Huang:
Training with Confidence: Catching Silent Errors in Deep Learning Training with Automated Proactive Checks. OSDI 2025: 313-329
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Yunchi Lu, Youshan Miao, Cheng Tan, Peng Huang, Yi Zhu, Xian Zhang, Fan Yang:
TrainVerify: Equivalence-Based Verification for Distributed LLM Training. SOSP 2025: 237-253
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Yigong Hu, Zeyin Zhang, Yicheng Liu, Yile Gu, Shuangyu Lei, Baris Kasikci, Peng Huang:
Mitigating Application Resource Overload with Targeted Task Cancellation. SOSP 2025: 270-285
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Yuzhuo Jing, Yuqi Mai, Angting Cai, Yi Chen, Wanning He, Xiaoyang Qian, Peter M. Chen, Peng Huang:
Optimistic Recovery for High-Availability Software via Partial Process State Preservation. SOSP 2025: 305-321
2024
[c32]
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Haoze Wu, Jia Pan, Peng Huang:
Efficient Exposure of Partial Failure Bugs in Distributed Systems with Inferred Abstract States. NSDI 2024
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Jia Pan, Haoze Wu, Tanakorn Leesatapornwongsa, Suman Nath, Peng Huang:
Efficient Reproduction of Fault-Induced Failures in Distributed Systems with Feedback-Driven Fault Injection. SOSP 2024: 46-62
2023
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Lingmei Weng, Yigong Hu, Peng Huang, Jason Nieh, Junfeng Yang:
Effective Performance Issue Diagnosis with Value-Assisted Cost Profiling. EuroSys 2023: 1-17
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Yiming Qiu, Patrick Tser Jern Kon, Jiarong Xing, Yibo Huang, Hongyi Liu, Xinyu Wang, Peng Huang, Mosharaf Chowdhury, Ang Chen:
Simplifying Cloud Management with Cloudless Computing. HotNets 2023: 95-101
[c28]
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Yigong Hu, Gongqi Huang, Peng Huang:
Pushing Performance Isolation Boundaries into Application with pBox. SOSP 2023: 247-263
2022
[c27]
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Chang Lou, Yuzhuo Jing, Peng Huang:
Demystifying and Checking Silent Semantic Violations in Large Distributed Systems. OSDI 2022: 91-107
[c26]
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Chang Lou, Cong Chen, Peng Huang, Yingnong Dang, Si Qin, Xinsheng Yang, Xukun Li, Qingwei Lin, Murali Chintalapati:
RESIN: A Holistic Service for Dealing with Memory Leaks in Production Cloud Infrastructure. OSDI 2022: 109-125
[c25]
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Yuzhuo Jing, Peng Huang:
Operating System Support for Safe and Efficient Auxiliary Execution. OSDI 2022: 633-648
[c24]
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Erfan Sharafzadeh, Alireza Sanaee, Peng Huang, Gianni Antichi, Soudeh Ghorbani:
Understanding Microquanta Process Scheduling for Cloud Applications. UCC 2022: 279-284
2021
[c23]
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Lingmei Weng, Peng Huang, Jason Nieh, Junfeng Yang:
Argus: Debugging Performance Issues in Modern Desktop Applications with Annotated Causal Tracing. USENIX ATC 2021: 193-207
2020
[c22]
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Ze Li, Qian Cheng, Ken Hsieh, Yingnong Dang, Peng Huang, Pankaj Singh, Xinsheng Yang, Qingwei Lin, Youjiang Wu, Sebastien Levy, Murali Chintalapati:
Gandalf: An Intelligent, End-To-End Analytics Service for Safe Deployment in Large-Scale Cloud Infrastructure. NSDI 2020: 389-402
[c21]
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Chang Lou, Peng Huang, Scott Smith:
Understanding, Detecting and Localizing Partial Failures in Large System Software. NSDI 2020: 559-574
[c20]
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Yigong Hu, Gongqi Huang, Peng Huang:
Automated Reasoning and Detection of Specious Configuration in Large Systems with Symbolic Execution. OSDI 2020: 719-734
[c19]
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Sebastien Levy, Randolph Yao, Youjiang Wu, Yingnong Dang, Peng Huang, Zheng Mu, Pu Zhao, Tarun Ramani, Naga K. Govindaraju, Xukun Li, Qingwei Lin, Gil Lapid Shafriri, Murali Chintalapati:
Predictive and Adaptive Failure Mitigation to Avert Production Cloud VM Interruptions. OSDI 2020: 1155-1170
2019
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Yigong Hu, Suyi Liu, Peng Huang:
A Case for Lease-Based, Utilitarian Resource Management on Mobile Devices. ASPLOS 2019: 301-315
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Huiba Li, Yiming Zhang, Dongsheng Li, Zhiming Zhang, Shengyun Liu, Peng Huang, Zheng Qin, Kai Chen, Yongqiang Xiong:
URSA: Hybrid Block Storage for Cloud-Scale Virtual Disks. EuroSys 2019: 15:1-15:17
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Chang Lou, Peng Huang, Scott Smith:
Comprehensive and Efficient Runtime Checking in System Software through Watchdogs. HotOS 2019: 51-57
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Yingnong Dang, Qingwei Lin, Peng Huang:
AIOps: real-world challenges and research innovations. ICSE (Companion Volume) 2019: 4-5
2018
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Rui Zhang, Calvin Deutschbein, Peng Huang, Cynthia Sturton:
End-to-End Automated Exploit Generation for Validating the Security of Processor Designs. MICRO 2018: 815-827
[c13]
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Peng Huang, Chuanxiong Guo, Jacob R. Lorch, Lidong Zhou, Yingnong Dang:
Capturing and Enhancing In Situ System Observability for Failure Detection. OSDI 2018: 1-16
[c12]
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Gennady Pekhimenko, Chuanxiong Guo, Myeongjae Jeon, Peng Huang, Lidong Zhou:
TerseCades: Efficient Data Compression in Stream Processing. USENIX ATC 2018: 307-320
2017
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Peng Huang, Chuanxiong Guo, Lidong Zhou, Jacob R. Lorch, Yingnong Dang, Murali Chintalapati, Randolph Yao:
Gray Failure: The Achilles' Heel of Cloud-Scale Systems. HotOS 2017: 150-155
[c10]
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Tianyin Xu, Xinxin Jin, Peng Huang, Yuanyuan Zhou, Shan Lu, Long Jin, Shankar Pasupathy:
Early Detection of Configuration Errors to Reduce Failure Damage. USENIX ATC 2017
2016
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Xinxin Jin, Peng Huang, Tianyin Xu, Yuanyuan Zhou:
NChecker: saving mobile app developers from network disruptions. EuroSys 2016: 22:1-22:16
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Peng Huang, Tianyin Xu, Xinxin Jin, Yuanyuan Zhou:
DefDroid: Towards a More Defensive Mobile OS Against Disruptive App Behavior. MobiSys 2016: 221-234
[c7]
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Tianyin Xu, Xinxin Jin, Peng Huang, Yuanyuan Zhou, Shan Lu, Long Jin, Shankar Pasupathy:
Early Detection of Configuration Errors to Reduce Failure Damage. OSDI 2016: 619-634
2015
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Peng Huang, William J. Bolosky, Abhishek Singh, Yuanyuan Zhou:
ConfValley: a systematic configuration validation framework for cloud services. EuroSys 2015: 19:1-19:16
2014
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Peng Huang, Xiao Ma, Dongcai Shen, Yuanyuan Zhou:
Performance regression testing target prioritization via performance risk analysis. ICSE 2014: 60-71
2013
[c4]
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Xiao Ma, Peng Huang, Xinxin Jin, Pei Wang, Soyeon Park, Dongcai Shen, Yuanyuan Zhou, Lawrence K. Saul, Geoffrey M. Voelker:
eDoctor: Automatically Diagnosing Abnormal Battery Drain Issues on Smartphones. NSDI 2013: 57-70
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Tianyin Xu, Jiaqi Zhang, Peng Huang, Jing Zheng, Tianwei Sheng, Ding Yuan, Yuanyuan Zhou, Shankar Pasupathy:
Do not blame users for misconfigurations. SOSP 2013: 244-259
2012
[c2]
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Ding Yuan, Soyeon Park, Peng Huang, Yang Liu, Michael Mihn-Jong Lee, Xiaoming Tang, Yuanyuan Zhou, Stefan Savage:
Be Conservative: Enhancing Failure Diagnosis with Proactive Logging. OSDI 2012: 293-306
2010
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Jing Jiang, Christo Wilson, Xiao Wang, Peng Huang, Wenpeng Sha, Yafei Dai, Ben Y. Zhao:
Understanding latent interactions in online social networks. Internet Measurement Conference 2010: 369-382

Informal and Other Publications

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2025
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Yuxuan Jiang, Ziming Zhou, Boyu Xu, Beijie Liu, Runhui Xu, Peng Huang:
Training with Confidence: Catching Silent Errors in Deep Learning Training with Automated Proactive Checks. CoRR abs/2506.14813 (2025)
2020
[i1]
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Yigong Hu, Gongqi Huang, Peng Huang:
Automated Reasoning and Detection of Specious Configuration in Large Systems with Symbolic Execution. CoRR abs/2010.06356 (2020)

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