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Akademický článek
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Autor:
Liu, Yilun, Ji, Yuhe, Tao, Shimin, He, Minggui, Meng, Weibin, Zhang, Shenglin, Sun, Yongqian, Xie, Yuming, Chen, Boxing, Yang, Hao
Automatic log analysis is essential for the efficient Operation and Maintenance (O&M) of software systems, providing critical insights into system behaviors. However, existing approaches mostly treat log analysis as training a model to perform an iso
Externí odkaz:
http://arxiv.org/abs/2410.09352
We are concerned with the well-posedness of an inverse problem for determining the wedge boundary and associated two-dimensional steady supersonic Euler flow past the wedge, provided that the pressure distribution on the boundary surface of the wedge
Externí odkaz:
http://arxiv.org/abs/2409.18241
Autor:
Li, Mingjie, Sun, Yongqian, Hua, Xiaolei, Yu, Renkai, Fan, Xinwen, Zhu, Lin, Feng, Junlan, Pei, Dan
The cellular network provides convenient network access for ever-growing mobile phones. During the continuous optimization, operators can adjust cell parameters to enhance the Quality of Service (QoS) flexibly. A precise prediction of the parameter c
Externí odkaz:
http://arxiv.org/abs/2408.15516
Autor:
Zhang, Shenglin, Zhu, Pengtian, Ma, Minghua, Wang, Jiagang, Sun, Yongqian, Li, Dongwen, Wang, Jingyu, Guo, Qianying, Hua, Xiaolei, Zhu, Lin, Pei, Dan
Large language models (LLMs) excel at general question-answering (Q&A) but often fall short in specialized domains due to a lack of domain-specific knowledge. Commercial companies face the dual challenges of privacy protection and resource constraint
Externí odkaz:
http://arxiv.org/abs/2408.12247
Autor:
Sun, Yongqian, Wang, Jiaju, Li, Zhengdan, Nie, Xiaohui, Ma, Minghua, Zhang, Shenglin, Ji, Yuhe, Zhang, Lu, Long, Wen, Chen, Hengmao, Luo, Yongnan, Pei, Dan
AIOps algorithms play a crucial role in the maintenance of microservice systems. Many previous benchmarks' performance leaderboard provides valuable guidance for selecting appropriate algorithms. However, existing AIOps benchmarks mainly utilize offl
Externí odkaz:
http://arxiv.org/abs/2407.14532
Autor:
Cui, Tianyu, Ma, Shiyu, Chen, Ziang, Xiao, Tong, Tao, Shimin, Liu, Yilun, Zhang, Shenglin, Lin, Duoming, Liu, Changchang, Cai, Yuzhe, Meng, Weibin, Sun, Yongqian, Pei, Dan
Log analysis is crucial for ensuring the orderly and stable operation of information systems, particularly in the field of Artificial Intelligence for IT Operations (AIOps). Large Language Models (LLMs) have demonstrated significant potential in natu
Externí odkaz:
http://arxiv.org/abs/2407.01896
Autor:
Zhang, Shenglin, Xia, Sibo, Fan, Wenzhao, Shi, Binpeng, Xiong, Xiao, Zhong, Zhenyu, Ma, Minghua, Sun, Yongqian, Pei, Dan
Modern microservice systems have gained widespread adoption due to their high scalability, flexibility, and extensibility. However, the characteristics of independent deployment, decentralization, and frequent dynamic interactions also introduce the
Externí odkaz:
http://arxiv.org/abs/2407.01710
Autor:
Lian, Zichen, Wang, Yongchao, Wang, Yongqian, Feng, Yang, Dong, Zehao, Yang, Shuai, Xu, Liangcai, Li, Yaoxin, Fu, Bohan, Li, Yuetan, Jiang, Wanjun, Liu, Chang, Zhang, Jinsong, Wang, Yayu
The interplay between nontrivial band topology and layered antiferromagnetism in MnBi2Te4 has opened up a new avenue for exploring topological phases of matter. Representative examples include the quantum anomalous Hall effect and axion insulator sta
Externí odkaz:
http://arxiv.org/abs/2405.08686
Autor:
Wang, Yongqian, Fu, Bohan, Wang, Yongchao, Lian, Zicheng, Yang, Shuai, Li, Yaoxin, Xu, Liangcai, Gao, Zhiting, Jiang, Wanjun, Zhang, Jinsong, Wang, Yayu, Liu, Chang
The quantum anomalous Hall effect in layered antiferromagnet MnBi$_2$Te$_4$ harbors a rich interplay between magnetism and topology, holding a significant promise for low-power electronic devices and topological antiferromagnetic spintronics. In rece
Externí odkaz:
http://arxiv.org/abs/2405.08677