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of 130
pro vyhledávání: '"Qian Shiyou"'
Co-locating latency-critical services (LCSs) and best-effort jobs (BEJs) constitute the principal approach for enhancing resource utilization in production. Nevertheless, the co-location practice hurts the performance of LCSs due to resource competit
Externí odkaz:
http://arxiv.org/abs/2407.12248
Detecting anomalies in business processes is crucial for ensuring operational success. While many existing methods rely on statistical frequency to detect anomalies, it's important to note that infrequent behavior doesn't necessarily imply undesirabi
Externí odkaz:
http://arxiv.org/abs/2406.15781
An effective auto-scaling framework is essential for microservices to ensure performance stability and resource efficiency under dynamic workloads. As revealed by many prior studies, the key to efficient auto-scaling lies in accurately learning perfo
Externí odkaz:
http://arxiv.org/abs/2406.15769
With its elastic power and a pay-as-you-go cost model, the deployment of deep learning inference services (DLISs) on serverless platforms is emerging as a prevalent trend. However, the varying resource requirements of different layers in DL models hi
Externí odkaz:
http://arxiv.org/abs/2404.02445
Autor:
Dong, Xin, Wu, Ruize, Xiong, Chao, Li, Hai, Cheng, Lei, He, Yong, Qian, Shiyou, Cao, Jian, Mo, Linjian
Publikováno v:
Proceedings of the 31st ACM International Conference on Information & Knowledge Management. 2022: 386-395
Multi-task learning (MTL) aims at solving multiple related tasks simultaneously and has experienced rapid growth in recent years. However, MTL models often suffer from performance degeneration with negative transfer due to learning several tasks simu
Externí odkaz:
http://arxiv.org/abs/2301.13465
Publikováno v:
In Information Systems September 2024 124
Autor:
Li, Chunquan1 (AUTHOR) chunquanli@cug.edu.cn, Qian, Shiyou2 (AUTHOR) qiansy.jsyt@sinopec.com, Zheng, Yuancai2 (AUTHOR) zhengyc.jsyt@sinopec.com
Publikováno v:
Minerals (2075-163X). Aug2024, Vol. 14 Issue 8, p821. 15p.
Publikováno v:
In Computer Networks August 2024 250
Akademický článek
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Publikováno v:
In Computer Networks August 2023 232