Zobrazeno 1 - 10
of 15
pro vyhledávání: '"Wu, Zheshun"'
Machine learning techniques have garnered great interest in designing communication systems owing to their capacity in tacking with channel uncertainty. To provide theoretical guarantees for learning-based communication systems, some recent works ana
Externí odkaz:
http://arxiv.org/abs/2409.00575
Process mining, as a high-level field in data mining, plays a crucial role in enhancing operational efficiency and decision-making across organizations. In this survey paper, we delve into the growing significance and ongoing trends in the field of p
Externí odkaz:
http://arxiv.org/abs/2407.11280
We consider online model selection with decentralized data over $M$ clients, and study the necessity of collaboration among clients. Previous work proposed various federated algorithms without demonstrating their necessity,while we answer the questio
Externí odkaz:
http://arxiv.org/abs/2404.09494
With the proliferation of intelligent mobile devices in wireless device-to-device (D2D) networks, decentralized federated learning (DFL) has attracted significant interest. Compared to centralized federated learning (CFL), DFL mitigates the risk of c
Externí odkaz:
http://arxiv.org/abs/2312.13611
With the rapid growth of edge intelligence, the deployment of federated learning (FL) over wireless networks has garnered increasing attention, which is called Federated Edge Learning (FEEL). In FEEL, both mobile devices transmitting model parameters
Externí odkaz:
http://arxiv.org/abs/2310.16407
Federated Learning (FL) has surged in prominence due to its capability of collaborative model training without direct data sharing. However, the vast disparity in local data distributions among clients, often termed the Non-Independent Identically Di
Externí odkaz:
http://arxiv.org/abs/2310.07171
Autor:
Liu, Dewei, He, Chuan, Peng, Xin, Lin, Fan, Zhang, Chenxi, Gong, Shengfang, Li, Ziang, Ou, Jiayu, Wu, Zheshun
Availability issues of industrial microservice systems (e.g., drop of successfully placed orders and processed transactions) directly affect the running of the business. These issues are usually caused by various types of service anomalies which prop
Externí odkaz:
http://arxiv.org/abs/2103.01782
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