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Chapter and Conference Paper
PCB Defect Detection Algorithm Based on Multi-scale Fusion Network
PCB defect detection is a crucial link for the production of PCB board, in order to pursue the yield, the production chain must ensure that there is an efficient PCB defect detection method. The traditional PC...
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Article
Cost Efficient Edge Service Placement for Crowdsensing via Bus Passengers
Edge computing is highly recommended to support Mobile Crowdsensing (MCS) applications for sensing data processing. In this paper, we consider the MCS applications supported by the mobile phones of bus passengers...
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Article
Enhancing application performance via DAG-driven scheduling in task parallelism for cloud center
Nowadays, offloading technologies are applied to smart devices, which add more jobs into cloud data center. In cloud data center, limited physical resources and competitions of different jobs all need to be im...
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Article
Guest editorial: Special issue on big data networking
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Article
Training deep neural network on multiple GPUs with a model averaging method
Deep learning has shown considerable promise in numerous practical machine learning applications. However training deep learning models is highly time-consuming. To solve this problem, many studies design dist...
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Article
Automatically Setting Parameter-Exchanging Interval for Deep Learning
Parameter-server frameworks play an important role in scaling-up distributed deep learning algorithms. However, the constant growth of neural network size has led to a serious bottleneck on exchanging paramete...
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Chapter and Conference Paper
Construction of a Thermal Power Enterprise Environmental Performance Evaluation Model
This paper establishes a thermal power enterprise environmental performance evaluation model based on the fuzzy analytic hierarchy process utilizing a listed Chinese thermal power company as an example to veri...
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Article
Modeap: Moving Desktop Application to Mobile Cloud Service
Thanks to the availability of various mobile applications, lots of users shift from desktop environments, e.g., PCs and laptops, to mobile devices, e.g., smartphones and tablets. However, there are still some ...
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Article
Peer-to-peer in big data management
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Article
Integrated buffering schemes for P2P VoD services
How to improve the scalability and QoS of peer-to-peer on-demand streaming system based on unstructured overlay is still a problem. Researchers have proposed some memory based buffering schemes to archive the ...