Emergent Behaviors in the Internet of Things: The Ultimate Ultra-Large-Scale System.
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| Title: | Emergent Behaviors in the Internet of Things: The Ultimate Ultra-Large-Scale System. |
|---|---|
| Authors: | Roca, Damian1, Nemirovsky, Daniel1, Nemirovsky, Mario2, Milito, Rodolfo3, Valero, Mateo4 |
| Source: | IEEE Micro. Nov2016, Vol. 36 Issue 6, p36-44. 9p. |
| Subjects: | Internet of things, Ultra large scale integration of circuits, Internetworking, Computer programming, Autonomous vehicles |
| Abstract: | To reach its potential, the Internet of Things (IoT) must break down the silos that limit applications' interoperability and hinder their manageability. Doing so leads to the building of ultra-large-scale systems (ULSS) in several areas, including autonomous vehicles, smart cities, and smart grids. The scope of ULSS is both large and complex. Thus, the authors propose Hierarchical Emergent Behaviors (HEB), a paradigm that builds on the concepts of emergent behavior and hierarchical organization. Rather than explicitly programming all possible decisions in the vast space of ULSS scenarios, HEB relies on the emergent behaviors induced by local rules at each level of the hierarchy. The authors discuss the modifications to classical IoT architectures required by HEB, as well as the new challenges. They also illustrate the HEB concepts in reference to autonomous vehicles. This use case paves the way to the discussion of new lines of research. [ABSTRACT FROM AUTHOR] |
| Copyright of IEEE Micro is the property of IEEE and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
| Database: | Engineering Source |
| FullText | Text: Availability: 0 |
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| Header | DbId: egs DbLabel: Engineering Source An: 120010591 AccessLevel: 6 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Emergent Behaviors in the Internet of Things: The Ultimate Ultra-Large-Scale System. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Roca%2C+Damian%22">Roca, Damian</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AR" term="%22Nemirovsky%2C+Daniel%22">Nemirovsky, Daniel</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AR" term="%22Nemirovsky%2C+Mario%22">Nemirovsky, Mario</searchLink><relatesTo>2</relatesTo><br /><searchLink fieldCode="AR" term="%22Milito%2C+Rodolfo%22">Milito, Rodolfo</searchLink><relatesTo>3</relatesTo><br /><searchLink fieldCode="AR" term="%22Valero%2C+Mateo%22">Valero, Mateo</searchLink><relatesTo>4</relatesTo> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22IEEE+Micro%22">IEEE Micro</searchLink>. Nov2016, Vol. 36 Issue 6, p36-44. 9p. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Internet+of+things%22">Internet of things</searchLink><br /><searchLink fieldCode="DE" term="%22Ultra+large+scale+integration+of+circuits%22">Ultra large scale integration of circuits</searchLink><br /><searchLink fieldCode="DE" term="%22Internetworking%22">Internetworking</searchLink><br /><searchLink fieldCode="DE" term="%22Computer+programming%22">Computer programming</searchLink><br /><searchLink fieldCode="DE" term="%22Autonomous+vehicles%22">Autonomous vehicles</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: To reach its potential, the Internet of Things (IoT) must break down the silos that limit applications' interoperability and hinder their manageability. Doing so leads to the building of ultra-large-scale systems (ULSS) in several areas, including autonomous vehicles, smart cities, and smart grids. The scope of ULSS is both large and complex. Thus, the authors propose Hierarchical Emergent Behaviors (HEB), a paradigm that builds on the concepts of emergent behavior and hierarchical organization. Rather than explicitly programming all possible decisions in the vast space of ULSS scenarios, HEB relies on the emergent behaviors induced by local rules at each level of the hierarchy. The authors discuss the modifications to classical IoT architectures required by HEB, as well as the new challenges. They also illustrate the HEB concepts in reference to autonomous vehicles. This use case paves the way to the discussion of new lines of research. [ABSTRACT FROM AUTHOR] – Name: AbstractSuppliedCopyright Label: Group: Ab Data: <i>Copyright of IEEE Micro is the property of IEEE and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.) |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1109/MM.2016.102 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 9 StartPage: 36 Subjects: – SubjectFull: Internet of things Type: general – SubjectFull: Ultra large scale integration of circuits Type: general – SubjectFull: Internetworking Type: general – SubjectFull: Computer programming Type: general – SubjectFull: Autonomous vehicles Type: general Titles: – TitleFull: Emergent Behaviors in the Internet of Things: The Ultimate Ultra-Large-Scale System. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Roca, Damian – PersonEntity: Name: NameFull: Nemirovsky, Daniel – PersonEntity: Name: NameFull: Nemirovsky, Mario – PersonEntity: Name: NameFull: Milito, Rodolfo – PersonEntity: Name: NameFull: Valero, Mateo IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 11 Text: Nov2016 Type: published Y: 2016 Identifiers: – Type: issn-print Value: 02721732 Numbering: – Type: volume Value: 36 – Type: issue Value: 6 Titles: – TitleFull: IEEE Micro Type: main |
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