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2020 – today
- 2024
[j18]Hao Liu
, Shenglin Zhang, Yongming Yang, Lei Sun, Zhan Song, Shun Xu:
A Robust Pose Optimization Scheme With Spatial Geometry Awareness for Hybrid Bronchoscopic Navigation. IEEE Trans. Instrum. Meas. 73: 1-10 (2024)- [j17]Lei Tao, Xianglin Lu, Shenglin Zhang, Jiaqi Luan, Yingke Li, Mingjie Li, Zeyan Li, Qingyang Yu, Hucheng Xie, Ruijie Xu, Chenyuan Hu, Canqun Yang, Dan Pei:
Diagnosing Performance Issues for Large-Scale Microservice Systems With Heterogeneous Graph. IEEE Trans. Serv. Comput. 17(5): 2223-2235 (2024) - [c38]Zhe Xie, Shenglin Zhang, Yitong Geng, Yao Zhang, Minghua Ma, Xiaohui Nie, Zhenhe Yao, Longlong Xu, Yongqian Sun, Wentao Li, Dan Pei:
Microservice Root Cause Analysis With Limited Observability Through Intervention Recognition in the Latent Space. KDD 2024: 6049-6060 - [c37]Shenglin Zhang, Jun Zhu, Bowen Hao, Yongqian Sun, Xiaohui Nie, Jingwen Zhu, Xilin Liu, Xiaoqian Li, Yuchi Ma, Dan Pei:
Fault Diagnosis for Test Alarms in Microservices through Multi-source Data. SIGSOFT FSE Companion 2024: 115-125 - [c36]Shenglin Zhang, Yongxin Zhao, Xiao Xiong, Yongqian Sun, Xiaohui Nie, Jiacheng Zhang, Fenglai Wang, Xian Zheng, Yuzhi Zhang, Dan Pei:
Illuminating the Gray Zone: Non-intrusive Gray Failure Localization in Server Operating Systems. SIGSOFT FSE Companion 2024: 126-137 - [c35]Zhaoyang Yu, Shenglin Zhang, Mingze Sun, Yingke Li, Yankai Zhao, Xiaolei Hua, Lin Zhu, Xidao Wen, Dan Pei:
Supervised Fine-Tuning for Unsupervised KPI Anomaly Detection for Mobile Web Systems. WWW 2024: 2859-2869 - [i14]Haotian Si, Changhua Pei, Hang Cui, Jingwen Yang, Yongqian Sun, Shenglin Zhang, Jingjing Li, Haiming Zhang, Jing Han, Dan Pei, Jianhui Li, Gaogang Xie:
TimeSeriesBench: An Industrial-Grade Benchmark for Time Series Anomaly Detection Models. CoRR abs/2402.10802 (2024) - [i13]Shenglin Zhang, Sibo Xia, Wenzhao Fan, Binpeng Shi, Xiao Xiong, Zhenyu Zhong, Minghua Ma, Yongqian Sun, Dan Pei:
Failure Diagnosis in Microservice Systems: A Comprehensive Survey and Analysis. CoRR abs/2407.01710 (2024) - [i12]Tianyu Cui, Shiyu Ma, Ziang Chen, Tong Xiao, Shimin Tao, Yilun Liu, Shenglin Zhang, Duoming Lin, Changchang Liu, Yuzhe Cai, Weibin Meng, Yongqian Sun, Dan Pei:
LogEval: A Comprehensive Benchmark Suite for Large Language Models In Log Analysis. CoRR abs/2407.01896 (2024) - [i11]Yongqian Sun, Jiaju Wang, Zhengdan Li, Xiaohui Nie, Minghua Ma, Shenglin Zhang, Yuhe Ji, Lu Zhang, Wen Long, Hengmao Chen, Yongnan Luo, Dan Pei:
A Scenario-Oriented Benchmark for Assessing AIOps Algorithms in Microservice Management. CoRR abs/2407.14532 (2024) - [i10]Shenglin Zhang, Pengtian Zhu, Minghua Ma, Jiagang Wang, Yongqian Sun, Dongwen Li, Jingyu Wang, Qianying Guo, Xiaolei Hua, Lin Zhu, Dan Pei:
Enhanced Fine-Tuning of Lightweight Domain-Specific Q&A Model Based on Large Language Models. CoRR abs/2408.12247 (2024) - 2023
- [j16]Yongqian Sun, Daguo Cheng, Tiankai Yang, Yuhe Ji, Shenglin Zhang, Man Zhu, Xiao Xiong, Qiliang Fan, Minghan Liang, Dan Pei, Tianchi Ma, Yu Chen:
Efficient and Robust KPI Outlier Detection for Large-Scale Datacenters. IEEE Trans. Computers 72(10): 2858-2871 (2023) - [j15]Weibin Meng, Federico Zaiter, Yuzhe Zhang, Ying Liu, Shenglin Zhang, Shimin Tao, Yichen Zhu, Tao Han, Yongpeng Zhao, En Wang, Yuzhi Zhang, Dan Pei:
LogSummary: Unstructured Log Summarization for Software Systems. IEEE Trans. Netw. Serv. Manag. 20(3): 3803-3815 (2023) - [j14]Yongqian Sun, Daguo Cheng, Pengxiang Jin, Quan Ding, Shenglin Zhang, Xu Chen, Yuzhi Zhang, Minghan Liang, Dan Pei, Jianyan Zheng, Sen Luo, Xinyu Tang:
Robust Anomaly Clue Localization of Multi-Dimensional Derived Measure for Online Video Services. IEEE Trans. Serv. Comput. 16(2): 1387-1401 (2023) - [j13]Yicheng Sui, Yuzhe Zhang, Jianjun Sun, Ting Xu, Shenglin Zhang, Zhengdan Li, Yongqian Sun, Fangrui Guo, Junyu Shen, Yuzhi Zhang, Dan Pei, Xiao Yang, Li Yu:
LogKG: Log Failure Diagnosis Through Knowledge Graph. IEEE Trans. Serv. Comput. 16(5): 3493-3507 (2023) - [j12]Shenglin Zhang, Pengxiang Jin, Zihan Lin, Yongqian Sun, Bicheng Zhang, Sibo Xia, Zhengdan Li, Zhenyu Zhong, Minghua Ma, Wa Jin, Dai Zhang, Zhenyu Zhu, Dan Pei:
Robust Failure Diagnosis of Microservice System Through Multimodal Data. IEEE Trans. Serv. Comput. 16(6): 3851-3864 (2023) - [c34]Yongqian Sun, Minghan Liang, Zeyu Che, Dongwen Li, Tinghua Zheng, Shenglin Zhang, Pengtian Zhu, Yuzhi Zhang, Dan Pei:
Efficient Multivariate Time Series Anomaly Detection Through Transfer Learning for Large-Scale Web Services. ICWS 2023: 145-151 - [c33]Zhaoyang Yu, Changhua Pei, Shenglin Zhang, Xidao Wen, Jianhui Li, Gaogang Xie, Dan Pei:
AutoKAD: Empowering KPI Anomaly Detection with Label-Free Deployment. ISSRE 2023: 13-23 - [c32]Dongwen Li, Shenglin Zhang, Yongqian Sun, Yang Guo, Zeyu Che, Shiqi Chen, Zhenyu Zhong, Minghan Liang, Minyi Shao, Mingjie Li, Shuyang Liu, Yuzhi Zhang, Dan Pei:
An Empirical Analysis of Anomaly Detection Methods for Multivariate Time Series. ISSRE 2023: 57-68 - [c31]Shenglin Zhang, Zhongjie Pan, Heng Liu, Pengxiang Jin, Yongqian Sun, Qianyu Ouyang, Jiaju Wang, Xueying Jia, Yuzhi Zhang, Hui Yang, Yongqiang Zou, Dan Pei:
Efficient and Robust Trace Anomaly Detection for Large-Scale Microservice Systems. ISSRE 2023: 69-79 - [c30]Chenyu Zhao, Minghua Ma, Zhenyu Zhong, Shenglin Zhang, Zhiyuan Tan, Xiao Xiong, LuLu Yu, Jiayi Feng, Yongqian Sun, Yuzhi Zhang, Dan Pei, Qingwei Lin, Dongmei Zhang:
Robust Multimodal Failure Detection for Microservice Systems. KDD 2023: 5639-5649 - [c29]Pengxiang Jin, Shenglin Zhang, Minghua Ma, Haozhe Li, Yu Kang, Liqun Li, Yudong Liu, Bo Qiao, Chaoyun Zhang, Pu Zhao, Shilin He, Federica Sarro, Yingnong Dang, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang:
Assess and Summarize: Improve Outage Understanding with Large Language Models. ESEC/SIGSOFT FSE 2023: 1657-1668 - [c28]Qingyang Yu, Changhua Pei, Bowen Hao, Mingjie Li, Zeyan Li, Shenglin Zhang, Xianglin Lu, Rui Wang, Jiaqi Li, Zhenyu Wu, Dan Pei:
CMDiagnostor: An Ambiguity-Aware Root Cause Localization Approach Based on Call Metric Data. WWW 2023: 2937-2947 - [i9]Shenglin Zhang, Pengxiang Jin, Zihan Lin, Yongqian Sun, Bicheng Zhang, Sibo Xia, Zhengdan Li, Zhenyu Zhong, Minghua Ma, Wa Jin, Dai Zhang, Zhenyu Zhu, Dan Pei:
Robust Failure Diagnosis of Microservice System through Multimodal Data. CoRR abs/2302.10512 (2023) - [i8]Pengxiang Jin, Shenglin Zhang, Minghua Ma, Haozhe Li, Yu Kang, Liqun Li, Yudong Liu, Bo Qiao, Chaoyun Zhang, Pu Zhao, Shilin He, Federica Sarro, Yingnong Dang, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang:
Assess and Summarize: Improve Outage Understanding with Large Language Models. CoRR abs/2305.18084 (2023) - [i7]Chenyu Zhao, Minghua Ma, Zhenyu Zhong, Shenglin Zhang, Zhiyuan Tan, Xiao Xiong, LuLu Yu, Jiayi Feng, Yongqian Sun, Yuzhi Zhang, Dan Pei, Qingwei Lin, Dongmei Zhang:
Robust Multimodal Failure Detection for Microservice Systems. CoRR abs/2305.18985 (2023) - [i6]Zhenyu Zhong, Qiliang Fan, Jiacheng Zhang, Minghua Ma, Shenglin Zhang, Yongqian Sun, Qingwei Lin, Yuzhi Zhang, Dan Pei:
A Survey of Time Series Anomaly Detection Methods in the AIOps Domain. CoRR abs/2308.00393 (2023) - [i5]Yuhe Liu, Changhua Pei, Longlong Xu, Bohan Chen, Mingze Sun, Zhirui Zhang, Yongqian Sun, Shenglin Zhang, Kun Wang, Haiming Zhang, Jianhui Li, Gaogang Xie, Xidao Wen, Xiaohui Nie, Dan Pei:
OpsEval: A Comprehensive Task-Oriented AIOps Benchmark for Large Language Models. CoRR abs/2310.07637 (2023) - 2022
- [j11]Shenglin Zhang, Zhenyu Zhong, Dongwen Li, Qiliang Fan, Yongqian Sun, Man Zhu, Yuzhi Zhang, Dan Pei, Jiyan Sun, Yinlong Liu, Hui Yang, Yongqiang Zou:
Efficient KPI Anomaly Detection Through Transfer Learning for Large-Scale Web Services. IEEE J. Sel. Areas Commun. 40(8): 2440-2455 (2022) - [j10]Yongqian Sun, Kunlin Jian, Liyue Cui, Guifei Jiang, Shenglin Zhang, Yuzhi Zhang, Dan Pei:
Online malicious domain name detection with partial labels for large-scale dependable systems. J. Syst. Softw. 190: 111322 (2022) - [j9]Ya Su, Youjian Zhao, Ming Sun, Shenglin Zhang, Xidao Wen, Yongsu Zhang, Xian Liu, Xiaozhou Liu, Junliang Tang, Wenfei Wu, Dan Pei:
Detecting Outlier Machine Instances Through Gaussian Mixture Variational Autoencoder With One Dimensional CNN. IEEE Trans. Computers 71(4): 892-905 (2022) - [c27]Xianglin Lu, Zhe Xie, Zeyan Li, Mingjie Li, Xiaohui Nie, Nengwen Zhao, Qingyang Yu, Shenglin Zhang, Kaixin Sui, Lin Zhu, Dan Pei:
Generic and Robust Performance Diagnosis via Causal Inference for OLTP Database Systems. CCGRID 2022: 655-664 - [c26]Yiran Cheng, Bo Cheng, Pengxiang Jin, Yongqian Sun, Xiaohui Nie, Nengwen Zhao, Shenglin Zhang, Dan Pei:
Effective Attribute Selection for Multi-dimensional Root Cause Analysis. ISSRE 2022: 321-331 - [c25]Xuanrun Wang, Kanglin Yin, Qianyu Ouyang, Xidao Wen, Shenglin Zhang, Wenchi Zhang, Li Cao, Jiuxue Han, Xing Jin, Dan Pei:
Identifying Erroneous Software Changes through Self-Supervised Contrastive Learning on Time Series Data. ISSRE 2022: 366-377 - [c24]Meng Liu, Tao Yu, Shenglin Zhang, Yumei Liu, Zhuo Yang, Hao Liu:
Force feedback soft endoscope intervention mechanism and its performance evaluation in digestive tract phantom. ROBIO 2022: 2165-2170 - [c23]Shenglin Zhang, Dongwen Li, Zhenyu Zhong, Jun Zhu, Minghan Liang, Jiexi Luo, Yongqian Sun, Ya Su, Sibo Xia, Zhongyou Hu, Yuzhi Zhang, Dan Pei, Jiyan Sun, Yinlong Liu:
Robust System Instance Clustering for Large-Scale Web Services. WWW 2022: 1785-1796 - [i4]Xiaolei Hua, Lin Zhu, Shenglin Zhang, Zeyan Li, Su Wang, Dong Zhou, Shuo Wang, Chao Deng:
GenAD: General Representations of Multivariate Time Seriesfor Anomaly Detection. CoRR abs/2202.04250 (2022) - [i3]Zeyan Li, Nengwen Zhao, Shenglin Zhang, Yongqian Sun, Pengfei Chen, Xidao Wen, Minghua Ma, Dan Pei:
Constructing Large-Scale Real-World Benchmark Datasets for AIOps. CoRR abs/2208.03938 (2022) - 2021
- [j8]Weibin Meng, Ying Liu, Shenglin Zhang, Federico Zaiter, Yuzhe Zhang, Yuheng Huang, Zhaoyang Yu, Yuzhi Zhang, Lei Song, Ming Zhang, Dan Pei:
LogClass: Anomalous Log Identification and Classification With Partial Labels. IEEE Trans. Netw. Serv. Manag. 18(2): 1870-1884 (2021) - [c22]Ming Sun, Ya Su, Shenglin Zhang, Yuanpu Cao, Yuqing Liu, Dan Pei, Wenfei Wu, Yongsu Zhang, Xiaozhou Liu, Junliang Tang:
CTF: Anomaly Detection in High-Dimensional Time Series with Coarse-to-Fine Model Transfer. INFOCOM 2021: 1-10 - [c21]Shenglin Zhang, Chenyu Zhao, Yicheng Sui, Ya Su, Yongqian Sun, Yuzhi Zhang, Dan Pei, Yizhe Wang:
Robust KPI Anomaly Detection for Large-Scale Software Services with Partial Labels. ISSRE 2021: 103-114 - [c20]Minghua Ma, Shenglin Zhang, Junjie Chen, Jim Xu, Haozhe Li, Yongliang Lin, Xiaohui Nie, Bo Zhou, Yong Wang, Dan Pei:
Jump-Starting Multivariate Time Series Anomaly Detection for Online Service Systems. USENIX ATC 2021: 413-426 - [i2]Yichen Zhu, Weibin Meng, Ying Liu, Shenglin Zhang, Tao Han, Shimin Tao, Dan Pei:
UniLog: Deploy One Model and Specialize it for All Log Analysis Tasks. CoRR abs/2112.03159 (2021) - 2020
- [j7]Shenglin Zhang, Lei Song, Ming Zhang, Ying Liu, Weibin Meng, Jiahao Bu, Sen Yang, Yongqian Sun, Dan Pei, Jun Xu, Yuzhi Zhang:
Efficient and Robust Syslog Parsing for Network Devices in Datacenter Networks. IEEE Access 8: 30245-30261 (2020) - [j6]Minghua Ma, Zheng Yin, Shenglin Zhang, Sheng Wang, Christopher Zheng, Xinhao Jiang, Hanwen Hu, Cheng Luo, Yilin Li, Nengjun Qiu, Feifei Li, Changcheng Chen, Dan Pei:
Diagnosing Root Causes of Intermittent Slow Queries in Large-Scale Cloud Databases. Proc. VLDB Endow. 13(8): 1176-1189 (2020) - [c19]Weibin Meng, Ying Liu, Yuheng Huang, Shenglin Zhang, Federico Zaiter, Bingjin Chen, Dan Pei:
A Semantic-aware Representation Framework for Online Log Analysis. ICCCN 2020: 1-7 - [c18]Weibin Meng, Ying Liu, Federico Zaiter, Shenglin Zhang, Yihao Chen, Yuzhe Zhang, Yichen Zhu, En Wang, Ruizhi Zhang, Shimin Tao, Dian Yang, Rong Zhou, Dan Pei:
LogParse: Making Log Parsing Adaptive through Word Classification. ICCCN 2020: 1-9 - [c17]Ping Liu, Shenglin Zhang, Yongqian Sun, Yuan Meng, Jiahai Yang, Dan Pei:
FluxInfer: Automatic Diagnosis of Performance Anomaly for Online Database System. IPCCC 2020: 1-8 - [c16]Rui Chen, Shenglin Zhang, Dongwen Li, Yuzhe Zhang, Fangrui Guo, Weibin Meng, Dan Pei, Yuzhi Zhang, Xu Chen, Yuqing Liu:
LogTransfer: Cross-System Log Anomaly Detection for Software Systems with Transfer Learning. ISSRE 2020: 37-47 - [c15]Ping Liu, Haowen Xu, Qianyu Ouyang, Rui Jiao, Zhekang Chen, Shenglin Zhang, Jiahai Yang, Linlin Mo, Jice Zeng, Wenman Xue, Dan Pei:
Unsupervised Detection of Microservice Trace Anomalies through Service-Level Deep Bayesian Networks. ISSRE 2020: 48-58 - [c14]Yuan Meng, Shenglin Zhang, Yongqian Sun, Ruru Zhang, Zhilong Hu, Yiyin Zhang, Chenyang Jia, Zhaogang Wang, Dan Pei:
Localizing Failure Root Causes in a Microservice through Causality Inference. IWQoS 2020: 1-10 - [i1]Weibin Meng, Federico Zaiter, Yuheng Huang, Ying Liu, Shenglin Zhang, Yuzhe Zhang, Yichen Zhu, Tianke Zhang, En Wang, Zuomin Ren, Feng Wang, Shimin Tao, Dan Pei:
Summarizing Unstructured Logs in Online Services. CoRR abs/2012.08938 (2020)
2010 – 2019
- 2019
- [c13]Yuan Meng, Shenglin Zhang, Zijie Ye, Benliang Wang, Zhi Wang, Yongqian Sun, Qitong Liu, Shuai Yang, Dan Pei:
Causal Analysis of the Unsatisfying Experience in Realtime Mobile Multiplayer Games in the Wild. ICME 2019: 1870-1875 - [c12]Weibin Meng, Ying Liu, Yichen Zhu, Shenglin Zhang, Dan Pei, Yuqing Liu, Yihao Chen, Ruizhi Zhang, Shimin Tao, Pei Sun, Rong Zhou:
LogAnomaly: Unsupervised Detection of Sequential and Quantitative Anomalies in Unstructured Logs. IJCAI 2019: 4739-4745 - [c11]Ping Liu, Yu Chen, Xiaohui Nie, Jing Zhu, Shenglin Zhang, Kaixin Sui, Ming Zhang, Dan Pei:
FluxRank: A Widely-Deployable Framework to Automatically Localizing Root Cause Machines for Software Service Failure Mitigation. ISSRE 2019: 35-46 - 2018
- [j5]Yongqian Sun, Youjian Zhao, Ya Su, Dapeng Liu, Xiaohui Nie, Yuan Meng, Shiwen Cheng, Dan Pei, Shenglin Zhang, Xianping Qu, Xuanyou Guo:
HotSpot: Anomaly Localization for Additive KPIs With Multi-Dimensional Attributes. IEEE Access 6: 10909-10923 (2018) - [j4]Shenglin Zhang, Ying Liu, Weibin Meng, Zhiling Luo, Jiahao Bu, Sen Yang, Peixian Liang, Dan Pei, Jun Xu, Yuzhi Zhang, Yu Chen, Hui Dong, Xianping Qu, Lei Song:
PreFix: Switch Failure Prediction in Datacenter Networks. Proc. ACM Meas. Anal. Comput. Syst. 2(1): 2:1-2:29 (2018) - [j3]Shenglin Zhang, Ying Liu, Dan Pei, Yu Chen, Xianping Qu, Shimin Tao, Zhi Zang, Xiaowei Jing, Mei Feng:
FUNNEL: Assessing Software Changes in Web-Based Services. IEEE Trans. Serv. Comput. 11(1): 34-48 (2018) - [c10]Jiahao Bu, Ying Liu, Shenglin Zhang, Weibin Meng, Qitong Liu, Xiaotian Zhu, Dan Pei:
Rapid Deployment of Anomaly Detection Models for Large Number of Emerging KPI Streams. IPCCC 2018: 1-8 - [c9]Minghua Ma, Shenglin Zhang, Dan Pei, Xin Huang, Hongwei Dai:
Robust and Rapid Adaption for Concept Drift in Software System Anomaly Detection. ISSRE 2018: 13-24 - [c8]Weibin Meng, Ying Liu, Shenglin Zhang, Dan Pei, Hui Dong, Lei Song, Xulong Luo:
Device-Agnostic Log Anomaly Classification with Partial Labels. IWQoS 2018: 1-6 - [c7]Shenglin Zhang, Ying Liu, Weibin Meng, Zhiling Luo, Jiahao Bu, Sen Yang, Peixian Liang, Dan Pei, Jun Xu, Yuzhi Zhang, Yu Chen, Hui Dong, Xianping Qu, Lei Song:
PreFix: Switch Failure Prediction in Datacenter Networks. SIGMETRICS (Abstracts) 2018: 64-66 - 2017
- [c6]Shenglin Zhang, Weibin Meng, Jiahao Bu, Sen Yang, Ying Liu, Dan Pei, Jun Xu, Yu Chen, Hui Dong, Xianping Qu, Lei Song:
Syslog processing for switch failure diagnosis and prediction in datacenter networks. IWQoS 2017: 1-10 - 2015
- [j2]Ying Liu, Shenglin Zhang, Hongying Liu:
A bottleneck-free model for P4P. Sci. China Inf. Sci. 58(10): 1-15 (2015) - [j1]Ying Liu, Gang Ren, Jianping Wu, Shenglin Zhang, Lin He, Yihao Jia:
Building an IPv6 address generation and traceback system with NIDTGA in Address Driven Network. Sci. China Inf. Sci. 58(12): 1-14 (2015) - [c5]Shenglin Zhang, Ying Liu, Dan Pei, Yu Chen, Xianping Qu, Shimin Tao, Zhi Zang:
Rapid and robust impact assessment of software changes in large internet-based services. CoNEXT 2015: 2:1-2:13 - [c4]Hui Su, Tong Li, Ke Xu, Shenglin Zhang, Xiaoliang Wang:
TSP: A traffic sharing platform for mobile networks. IWQoS 2015: 67-68 - 2014
- [c3]Shenglin Zhang, Ying Liu, Dan Pei:
A measurement study on BGP AS path looping (BAPL) behavior. ICCCN 2014: 1-7 - 2013
- [c2]Ying Liu, Shenglin Zhang, Hongying Liu:
An Improved Cooperative Model of P2P and ISP. ICoC 2013: 85-96
2000 – 2009
- 2000
- [c1]Tetsuro Kakeshita, Shenglin Zhang:
The Net Disk Architecture for Dynamic Load Balancing among Disk Arrays. ICPADS 2000: 315-322
Coauthor Index
[j17] [c38] [c37] [c36] [c35] [i14] [i13] [i12] [i11] [i10] [j16] [j15] [j14] [j13] [j12] [c34] [c33] [c32] [c31] [c30] [c28] [i9] [i7] [i6] [i5] [j11] [j10] [j9] [c27] [c26] [c25] [c23] [i3] [j8] [c22] [c21] [c20] [i2] [j7] [j6] [c19] [c18] [c17] [c16] [c15] [c14] [i1] [c13] [c12] [c11] [j5] [j4] [j3] [c10] [c9] [c8] [c7] [c6] [c5] [c3]
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