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.

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 inc...

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Bibliographic Details
Published in:	Communications of the ACM Vol. 66; no. 1; pp. 62 - 74
Main Authors:	LUHUI WANG, CONG ZHAO, SHUSEN YANG, XINYU YANG, MCCANN, JULIE
Format:	Article
Published:	Association for Computing Machinery Jan2023
Subjects:	Edge computing Cloud computing Application software Application program interfaces User interfaces Machine learning Deep learning
Online Access:	View this record in EBSCOhost

Description
Summary:	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.