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Characteristics of Business Processes
Published in Vivek Kale, Enterprise Process Management Systems, 2018
A group of resources involved in carrying out similar kinds of activities is called a resource pool, which is a collection of interchangeable resources that can perform an identical set of activities. Combining resource pools into a single pool is called resource-pooling. Thus, resource-pooling means associating different resource pools into a joint resource pool in order to carry out a set of activities within a process.
Cloud VR Service Platform Technologies
Published in Huaping Xiong, Dawei Li, Kun Huang, Mu Xu, Yin Huang, Lingling Xu, Jianfei Lai, Shengjun Qian, Cloud VR, 2020
Huaping Xiong, Dawei Li, Kun Huang, Mu Xu, Yin Huang, Lingling Xu, Jianfei Lai, Shengjun Qian
The single-VM multi-user solution allows multiple users to share the same VM. Therefore, each VM needs to provide more resources than in the single-user solution. However, the multi-user solution requires only one operating system and one IP address and so has higher overall resource utilization. Resource utilization can be further improved by pooling resources so that they can be dynamically adjusted.
Sentiment analysis based on Chinese BERT and fused deep neural networks for sentence-level Chinese e-commerce product reviews
Published in Systems Science & Control Engineering, 2022
Hong Fang, Guangjie Jiang, Desheng Li
The pooling layer includes basic parameters such as filter size, stride, etc. For the input feature map, Pooling means choosing a pooling way to compress it to retain the main features while removing redundant information, improving the computation speed and the robustness of the extracted features. Standard pooling methods include Max Pooling, Average Pooling, etc. One of the most popular methods is Max Pooling because of its high efficiency. The practical effect of Max Pooling is to keep its maximum if a feature is extracted in the filter. Specifically, the largest number of the input matrix in the corresponding filter window is the corresponding value of the output matrix.
Shared ride services in North America: definitions, impacts, and the future of pooling
Published in Transport Reviews, 2019
An increasing body of literature indicates that pooling can provide numerous transportation, infrastructure, environmental, and social benefits (Oliphant, 2008). Due to the limited study of carpooling, the magnitude of ridesharing’s impacts is unclear. Carpooling is difficult for researchers to observe and record and has often been referred to as the “invisible mode” (Paul Minett, personal communication).