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 |
| FullText | Links: – Type: pdflink Text: Availability: 0 |
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| Header | DbId: egs DbLabel: Engineering Source An: 160917436 AccessLevel: 6 PubType: Periodical PubTypeId: serialPeriodical PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: 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. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22LUHUI+WANG%22">LUHUI WANG</searchLink><relatesTo>1</relatesTo><i> shusenyang@mail.xjtu.edu.cn</i><br /><searchLink fieldCode="AR" term="%22CONG+ZHAO%22">CONG ZHAO</searchLink><relatesTo>2</relatesTo><br /><searchLink fieldCode="AR" term="%22SHUSEN+YANG%22">SHUSEN YANG</searchLink><relatesTo>3</relatesTo><br /><searchLink fieldCode="AR" term="%22XINYU+YANG%22">XINYU YANG</searchLink><relatesTo>4</relatesTo><br /><searchLink fieldCode="AR" term="%22MCCANN%2C+JULIE%22">MCCANN, JULIE</searchLink><relatesTo>5</relatesTo> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Communications+of+the+ACM%22">Communications of the ACM</searchLink>. Jan2023, Vol. 66 Issue 1, p62-73. 12p. 1 Color Photograph, 4 Diagrams, 1 Graph. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Edge+computing%22">Edge computing</searchLink><br /><searchLink fieldCode="DE" term="%22Cloud+computing%22">Cloud computing</searchLink><br /><searchLink fieldCode="DE" term="%22Application+software%22">Application software</searchLink><br /><searchLink fieldCode="DE" term="%22Application+program+interfaces%22">Application program interfaces</searchLink><br /><searchLink fieldCode="DE" term="%22User+interfaces%22">User interfaces</searchLink><br /><searchLink fieldCode="DE" term="%22Machine+learning%22">Machine learning</searchLink><br /><searchLink fieldCode="DE" term="%22Deep+learning%22">Deep learning</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: 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. |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=egs&AN=160917436 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1145/3529087 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 12 StartPage: 62 Subjects: – SubjectFull: Edge computing Type: general – SubjectFull: Cloud computing Type: general – SubjectFull: Application software Type: general – SubjectFull: Application program interfaces Type: general – SubjectFull: User interfaces Type: general – SubjectFull: Machine learning Type: general – SubjectFull: Deep learning Type: general Titles: – TitleFull: 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. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: LUHUI WANG – PersonEntity: Name: NameFull: CONG ZHAO – PersonEntity: Name: NameFull: SHUSEN YANG – PersonEntity: Name: NameFull: XINYU YANG – PersonEntity: Name: NameFull: MCCANN, JULIE IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Text: Jan2023 Type: published Y: 2023 Identifiers: – Type: issn-print Value: 00010782 Numbering: – Type: volume Value: 66 – Type: issue Value: 1 Titles: – TitleFull: Communications of the ACM Type: main |
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