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...
| Publicado en: | Communications of the ACM Vol. 66; no. 1; pp. 62 - 74 |
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| Autores principales: | , , , , |
| Formato: | Artículo |
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Association for Computing Machinery
Jan2023
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| Materias: | |
| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=hlh&AN=160917436&site=ehost-live header: @attributes: shortDbName: hlh uiTerm: 160917436 longDbName: Humanities International Complete uiTag: AN controlInfo: bkinfo: jinfo: jid: 00010782 ACM jtl: Communications of the ACM issn: 00010782 maglogo: N pubinfo: dt: Jan2023 vid: 66 iid: 1 pid: 68 pub: Association for Computing Machinery artinfo: ui: 160917436 10.1145/3529087 ppf: 62 ppct: 12 formats: tig: atl: 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. aug: au: LUHUI WANG CONG ZHAO SHUSEN YANG XINYU YANG MCCANN, JULIE affil: Professor with the National Engineering Laboratory for Big Data Analytics, and the Ministry of Education Key Lab for Intelligent Networks and Network Security, Xi'an Jiaotong University, Xi'an, Shaanxi, China Ph.D. candidate with the National Engineering Laboratory for Big Data Analytics, Xi'an Jiaotong University, Xi'an, Shaanxi, China Associate professor with the National Engineering Laboratory for Big Data Analytics, Xi'an Jiaotong University, Xi'an, Shaanxi, China Professor with the School of Computer Science and Technology, Xi'an Jiaotong University, Xi'an, Shaanxi, China Professor with the Department of Computing, Imperial College London, U.K. su: Edge computing Cloud computing Application software Application program interfaces User interfaces Machine learning Deep learning sug: subj: Edge computing Cloud computing Application software Application program interfaces User interfaces Machine learning Deep learning ab: 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. pubtype: Periodical doctype: Article src: R language: English refInfo: copyright: @attributes: flag: Y dt: @attributes: year: 2023 holdings: @attributes: islocal: N |
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