Zobrazeno 1 - 10
of 45
pro vyhledávání: '"Xiaoxin Su"'
Publikováno v:
IEEE Transactions on Parallel and Distributed Systems. :1-14
Publikováno v:
IEEE Internet of Things Journal. 9:14151-14161
Edge computing architectures can help us quickly process the data collected by Internet of Things (IoT) and caching files to edge nodes can speed up the response speed of IoT devices requesting files. Blockchain architectures can help us ensure the s
Recently, blockchain-based federated learning (BFL) has attracted intensive research attention due to that the training process is auditable and the architecture is serverless avoiding the single point failure of the parameter server in vanilla feder
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::605c40b2d7dc094f6694c6236d072f45
http://arxiv.org/abs/2208.06095
http://arxiv.org/abs/2208.06095
Publikováno v:
IEEE INFOCOM 2022 - IEEE Conference on Computer Communications.
Federated Learning (FL) incurs high communication overhead, which can be greatly alleviated by compression for model updates. Yet the tradeoff between compression and model accuracy in the networked environment remains unclear and, for simplicity, mo
Federated Learning (FL) is an emerging decentralized learning framework through which multiple clients can collaboratively train a learning model. However, a major obstacle that impedes the wide deployment of FL lies in massive communication traffic.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f7203301cd4730dff73051faa3460b8f
http://arxiv.org/abs/2105.04153
http://arxiv.org/abs/2105.04153
Publikováno v:
GLOBECOM
Recently, Federated Learning (FL) has drawn tremendous attentions due to its ability to protect client’s privacy. In FL, clients collaboratively train machine learning models by merely sharing intermediate computations, i.e., gradients of model par
Autor:
Yuli Jian, Lin Zhang, Li Gong, Mengting Ding, Xiaoxin Sun, Xiao Yu, Shaohui Lv, Jinjing Li, Deyong Yang, Shujing Wang
Publikováno v:
Cancer Cell International, Vol 23, Iss 1, Pp 1-17 (2023)
Abstract Background CD56 has been observed in malignant tumours exhibiting neuronal or neuroendocrine differentiation, such as breast cancer, small-cell lung cancer, and neuroblastoma. Abnormal glycosylation modifications are thought to play a role i
Externí odkaz:
https://doaj.org/article/f70ff3a2501449298a845089ebadbcb2
Publikováno v:
Electronic Research Archive, Vol 31, Iss 6, Pp 3169-3186 (2023)
Plot text is very valuable supporting information in movie recommendations. It has several characteristics: 1) It is rich in content. Each movie often has a document of more than 200 words to describe it, which can give the movie a rich semantic mean
Externí odkaz:
https://doaj.org/article/830cbf7aef054124bad2b3dba1ee2203
Publikováno v:
Electronic Research Archive, Vol 31, Iss 1, Pp 509-529 (2023)
In this paper, we use a graph capsule network to capture the spatial dependence of air quality data and meteorological data among cities, then use an LSTM network to model the temporal dependence of air pollution levels in specific cities and finally
Externí odkaz:
https://doaj.org/article/25e02ea9b804453eb4a9f42376aca337
Publikováno v:
Frontiers in Oncology, Vol 13 (2023)
Primary cardiac myxofibrosarcoma is a rare form of cardiac malignant tumors. MFS usually involves the left atrium and presents as a unicentric or multicentric tumor mass. We reported on a 37-year-old female who presented with chest tightness and dysp
Externí odkaz:
https://doaj.org/article/8cec4f07ceb24e5abf504b806102dd76