this study appears to use self-supervised transfer mastering for sturdy scientific photo classes. Switch getting to know is a powerful approach for enhancing the accuracy of deep mastering fashions in scientific imagi...
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Flexflow is an advanced web application designed to provide personalized dietary recommendations tailored to individual needs and health goals. By considering factors such as age, sex, height, weight, activity level, ...
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In today's increasingly digitalized world with a growing trend of digitalization of almost all services, efficient urban parking management becomes a necessity. Traditional urban parking systems are usually infras...
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Remote Memory Access (RMA) enables direct access to remote memory to achieve high performance for HPC applications. However, most modern parallel programming models lack schemes for the remote process to detect the co...
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ISBN:
(数字)9798350352917
ISBN:
(纸本)9798350352924;9798350352917
Remote Memory Access (RMA) enables direct access to remote memory to achieve high performance for HPC applications. However, most modern parallel programming models lack schemes for the remote process to detect the completion of RMA operations. Many previous works have proposed programming models and extensions to notify the communication peer, but they did not solve the multi-NIC aggregation, portability, hardware-software co-design, and usability problems. In this work, we proposed a Unified Notifiable RMA (UNR) library for HPC to address these challenges. In addition, we demonstrate the best practice of utilizing UNR within a real-world scientific application, PowerLLEL. We deployed UNR across four HPC systems, each with a different interconnect. The results show that PowerLLEL powered by UNR achieves up to a 36% acceleration on 1728 nodes of the Tianhe-Xingyi supercomputing system.
An authentication mechanism plays an essential role in access control. Authentication methods vary depending on the environment used, and many authentication methods are designed for cloud computingsystems. This rese...
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The Avionics system of the aerospace and defense industry designed with complex distributed architecture. Every system is intelligent and processing data on it's own. The subsystems communicate with the onboard co...
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Gesture recognition systems are changing how people interact with devices, promising natural and intuitive hands-free control in various applications. Based on the ESP32 microcontroller and machine learning techniques...
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To help and monitor the patients, the initial diagnosis and type prediction of cancer should become mandatory in cancer research. Machine learning (ML) approaches are being studied and evaluated by several research te...
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The term 'cloud computing' refers to a concept for on-demand provisioning of computer resources (including hardware and software) through the Internet. Cloud computing's primary benefits lie in the time an...
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With the advancement of China's "Carbon Peak, Carbon Neutrality"strategic goals, the proportion of electric heating loads in northern regions during winter has been steadily increasing, alongside the gro...
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