ACE: Toward Application-Centric, Edge-Cloud, Collaborative Intelligence: Constructing a unified platform for the scalable, reliable, robust, and efficient development and deployment of ECCI applications.
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| Title: | ACE: Toward Application-Centric, Edge-Cloud, Collaborative Intelligence: Constructing a unified platform for the scalable, reliable, robust, and efficient development and deployment of ECCI applications. |
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| Authors: | LUHUI WANG1 shusenyang@mail.xjtu.edu.cn, CONG ZHAO2, SHUSEN YANG3, XINYU YANG4, MCCANN, JULIE5 |
| Source: | Communications of the ACM. Jan2023, Vol. 66 Issue 1, p62-73. 12p. 1 Color Photograph, 4 Diagrams, 1 Graph. |
| Subjects: | Edge computing, Cloud computing, Application software, Application program interfaces, User interfaces, Machine learning, Deep learning |
| Abstract: | This article focuses on Application-centric, edge-cloud, collaborative intelligence, also referred to as Application-centric ECCI or ACE, platforms which would allow for the development and deployment of intelligent applications. Topics include five principles for design of these platforms which include the integrative nature of these platforms, the requirement for both collaborative and autonomous ability of applications in both edge and cloud computing, component orchestration, in-app control, and application workload support flexibility. A discussion of each individual component of these ACE platforms is also included. |
| Database: | Engineering Source |
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