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Frontiers of Information Technology & Electronic Engineering >> 2022, Volume 23, Issue 12 doi: 10.1631/FITEE.2200217

Technology trends in large-scale high-efficiency network computing

Affiliation(s): School of Computer, National University of Defense Technology, Changsha 410073, China; Academy of Military Science, Beijing 100091, China; less

Received: 2022-05-18 Accepted: 2022-12-14 Available online: 2022-12-14

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Abstract

is the basis for large-scale high-efficiency network computing, such as , , big data processing, and artificial intelligence computing. The network technologies of network computing systems in different fields not only learn from each other but also have targeted design and optimization. Considering it comprehensively, three , i.e., integration, differentiation, and optimization, are summarized in this paper for network technologies in different fields. Integration reflects that there are no clear boundaries for network technologies in different fields, differentiation reflects that there are some unique solutions in different application fields or innovative solutions under new application requirements, and optimization reflects that there are some optimizations for specific scenarios. This paper can help academic researchers consider what should be done in the future and industry personnel consider how to build efficient practical network systems.

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