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• W3008434706 abstract "This article 1) constructs a <italic xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>cloud intelligence</i> model that specifies the desirable intelligent properties of <italic xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>cloud agents</i> , 2) provides a tutorial on <italic xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>agent-based cloud, fog, and edge resource management</i> , and 3) paves the way for designing <italic xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>intelligent interclouds</i> , <italic xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>fogs</i> , and <italic xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>edges</i> . An intelligent intercloud is a “cloud of clouds” populated by a society of <italic xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>agents</i> that automates intercloud resource management activities. By contributing a tutorial on <italic xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>agent-based cloud resource management techniques</i> , this article provides researchers with the foundational knowledge for devising intelligent intercloud resource management techniques. By contributing an architectural blueprint, and suggesting and comparing different intelligent resource management techniques, this article provides an overall design together with pointers to and guidelines for constructing the components of an intelligent intercloud. This article describes a proof-of-concept prototype of an intelligent intercloud and provides an application example of the prototype. The need of <italic xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>IoT</i> devices for reduced response time triggered technological advancements towards <italic xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>fog</i> and <italic xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>edge</i> computing. By providing a tutorial <italic xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>on agent-based fog and edge resource management techniques</i> , this article provides researchers with the foundational knowledge for devising <italic xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>intelligent fog and edge agents</i> . Relevant techniques are also suggested for improving and optimizing the performances of future intercloud, fog, and edge agents." @default.
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• W3008434706 date "2022-03-01" @default.
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• W3008434706 title "Intelligent Resource Management in Intercloud, Fog, and Edge: Tutorial and New Directions" @default.
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