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- ArticleDecember 2021
Integrated 5G MEC System and Its Application in Intelligent Video Analytics
AbstractAlong with commercial use globally, 5G system is getting more and more attention from various vertical industries for its excellent network capabilities, where one of the key enabling technologies is Multi-access Edge Computing (MEC). MEC is a ...
- ArticleDecember 2021
BCOA: Blockchain Open Architecture
AbstractBlockchain as an emerging computing paradigm has revolutionized the next generation internet. The design and realization of blockchain in multiple industries are very challenging tasks due to the complexity of blockchain. Firstly, it refers to the ...
- ArticleDecember 2021
MRA: Metaverse Reference Architecture
AbstractOn the basis of introducing the metaverse and the digital economy and supporting the development trend of new technologies, the concept of service-to-service (S2S) ecosystem is defined. The metaverse is used to build a virtual digital world and ...
- ArticleDecember 2021
Middleware of Enterprise 5G Messaging Services: Design and Implementation
AbstractFrom the aged 2G era to now, short message is consistently playing an important role in both personal and commercial use. Along with the evolution of cellular systems, Rich Communication Services (RCS), which can provide rich-media messages and ...
- ArticleDecember 2021
Federated Learning for 6G Edge Intelligence: Concepts, Challenges and Solutions
Artificial Intelligence and Mobile Services – AIMS 2021Pages 99–112https://doi.org/10.1007/978-3-030-96033-9_9AbstractAlong with continuous evolution, the future 6G network will become a converged “Cloud-Edge-Terminal” ecosystem which can carry various crucial AI applications on edge computing units, formulating an ubiquitous “Edge Intelligence” paradigm to ...
- short-paperJuly 2021
RLNF: Reinforcement Learning based Noise Filtering for Click-Through Rate Prediction
SIGIR '21: Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information RetrievalPages 2268–2272https://doi.org/10.1145/3404835.3463012Click-through rate (CTR) prediction aims to recall the advertisements that users are interested in and to lead users to click, which is of critical importance for a variety of online advertising systems. In practice, CTR prediction is generally ...
- research-articleJuly 2021
AdsGNN: Behavior-Graph Augmented Relevance Modeling in Sponsored Search
- Chaozhuo Li,
- Bochen Pang,
- Yuming Liu,
- Hao Sun,
- Zheng Liu,
- Xing Xie,
- Tianqi Yang,
- Yanling Cui,
- Liangjie Zhang,
- Qi Zhang
SIGIR '21: Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information RetrievalPages 223–232https://doi.org/10.1145/3404835.3462926Sponsored search ads appear next to search results when people look for products and services on search engines. In recent years, they have become one of the most lucrative channels for marketing. As the fundamental basis of search ads, relevance ...
- research-articleJune 2021
TextGNN: Improving Text Encoder via Graph Neural Network in Sponsored Search
- Jason Zhu,
- Yanling Cui,
- Yuming Liu,
- Hao Sun,
- Xue Li,
- Markus Pelger,
- Tianqi Yang,
- Liangjie Zhang,
- Ruofei Zhang,
- Huasha Zhao
WWW '21: Proceedings of the Web Conference 2021Pages 2848–2857https://doi.org/10.1145/3442381.3449842Text encoders based on C-DSSM or transformers have demonstrated strong performance in many Natural Language Processing (NLP) tasks. Low latency variants of these models have also been developed in recent years in order to apply them in the field of ...
- ArticleSeptember 2020
Correction to: Edge Computing – EDGE 2020
In the original version of this book, the affiliation on the imprint page of the second editor and on the organizing pages of the second program chair member Shih-Chun Lin was not correct.
- ArticleSeptember 2020
Review for Message-Oriented Middleware
AbstractWith the rapid development of 5G technology and micro-service software developing technology, a growing number of intelligent devices are connected to the Internet, and it has become a trend to provide services to customers in a collaborative way. ...