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Minghua Ma
Minghua Ma
Verified email at microsoft.com - Homepage
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Cited by
Year
Characterizing and improving wifi latency in large-scale operational networks
K Sui, M Zhou, D Liu, M Ma, D Pei, Y Zhao, Z Li, T Moscibroda
Proceedings of the 14th Annual International Conference on Mobile Systems …, 2016
1192016
Robust and rapid adaption for concept drift in software system anomaly detection
M Ma, S Zhang, D Pei, X Huang, H Dai
2018 IEEE 29th International Symposium on Software Reliability Engineering …, 2018
842018
WiFi can be the weakest link of round trip network latency in the wild
C Pei, Y Zhao, G Chen, R Tang, Y Meng, M Ma, K Ling, D Pei
IEEE INFOCOM 2016-The 35th Annual IEEE International Conference on Computer …, 2016
832016
Diagnosing root causes of intermittent slow queries in cloud databases
M Ma, Z Yin, S Zhang, S Wang, C Zheng, X Jiang, H Hu, C Luo, Y Li, ...
Proceedings of the VLDB Endowment 13 (8), 1176-1189, 2020
792020
EDUM: classroom education measurements via large-scale WiFi networks
M Zhou, M Ma, Y Zhang, K SuiA, D Pei, T Moscibroda
Proceedings of the 2016 acm international joint conference on pervasive and …, 2016
632016
Uniparser: A unified log parser for heterogeneous log data
Y Liu, X Zhang, S He, H Zhang, L Li, Y Kang, Y Xu, M Ma, Q Lin, Y Dang, ...
Proceedings of the ACM Web Conference 2022, 1893-1901, 2022
492022
{Jump-Starting} Multivariate Time Series Anomaly Detection for Online Service Systems
M Ma, S Zhang, J Chen, J Xu, H Li, Y Lin, X Nie, B Zhou, Y Wang, D Pei
2021 USENIX Annual Technical Conference (USENIX ATC 21), 413-426, 2021
482021
Automatic and generic periodicity adaptation for kpi anomaly detection
N Zhao, J Zhu, Y Wang, M Ma, W Zhang, D Liu, M Zhang, D Pei
IEEE Transactions on Network and Service Management 16 (3), 1170-1183, 2019
442019
Automatic Root Cause Analysis via Large Language Models for Cloud Incidents
Y Chen, H Xie, M Ma, Y Kang, X Gao, L Shi, Y Cao, X Gao, H Fan, M Wen, ...
20*2024
Mobicamp: A campus-wide testbed for studying mobile physical activities
M Zhou, K Sui, M Ma, Y Zhao, D Pei, T Moscibroda
Proceedings of the 3rd International on Workshop on Physical Analytics, 1-6, 2016
182016
Your trajectory privacy can be breached even if you walk in groups
K Sui, Y Zhao, D Liu, M Ma, L Xu, L Zimu, D Pei
2016 IEEE/ACM 24th International Symposium on Quality of Service (IWQoS), 1-6, 2016
182016
Everything of thoughts: Defying the law of penrose triangle for thought generation
R Ding, C Zhang, L Wang, Y Xu, M Ma, W Zhang, S Qin, S Rajmohan, ...
arXiv preprint arXiv:2311.04254, 2023
142023
An empirical investigation of missing data handling in cloud node failure prediction
M Ma, Y Liu, Y Tong, H Li, P Zhao, Y Xu, H Zhang, S He, L Wang, Y Dang, ...
Proceedings of the 30th ACM Joint European Software Engineering Conference …, 2022
142022
Imdiffusion: Imputed diffusion models for multivariate time series anomaly detection
Y Chen, C Zhang, M Ma, Y Liu, R Ding, B Li, S He, S Rajmohan, Q Lin, ...
arXiv preprint arXiv:2307.00754, 2023
132023
Assess and summarize: Improve outage understanding with large language models
P Jin, S Zhang, M Ma, H Li, Y Kang, L Li, Y Liu, B Qiao, C Zhang, P Zhao, ...
Proceedings of the 31st ACM Joint European Software Engineering Conference …, 2023
112023
Constructing large-scale real-world benchmark datasets for aiops
Z Li, N Zhao, S Zhang, Y Sun, P Chen, X Wen, M Ma, D Pei
arXiv preprint arXiv:2208.03938, 2022
112022
An empirical study of log analysis at Microsoft
S He, X Zhang, P He, Y Xu, L Li, Y Kang, M Ma, Y Wei, Y Dang, ...
Proceedings of the 30th ACM Joint European Software Engineering Conference …, 2022
102022
Multi-task hierarchical classification for disk failure prediction in online service systems
Y Liu, H Yang, P Zhao, M Ma, C Wen, H Zhang, C Luo, Q Lin, C Yi, ...
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
92022
Robust multimodal failure detection for microservice systems
C Zhao, M Ma, Z Zhong, S Zhang, Z Tan, X Xiong, LL Yu, J Feng, Y Sun, ...
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
72023
Taskweaver: A code-first agent framework
B Qiao, L Li, X Zhang, S He, Y Kang, C Zhang, F Yang, H Dong, J Zhang, ...
arXiv preprint arXiv:2311.17541, 2023
62023
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