Cloud, Fog, or Edge: Where to Compute?
The computing continuum extends the high-performance cloud data centers with energy-efficient and low-latency devices close to the data sources located at the edge of the network. However, the heterogeneity of the computing continuum raises multiple challenges related to application management. Thes...
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| Vydáno v: | IEEE internet computing Ročník 25; číslo 4; s. 30 - 36 |
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| Hlavní autoři: | , , , , , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
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IEEE
01.07.2021
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| ISSN: | 1089-7801, 1941-0131 |
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| Abstract | The computing continuum extends the high-performance cloud data centers with energy-efficient and low-latency devices close to the data sources located at the edge of the network. However, the heterogeneity of the computing continuum raises multiple challenges related to application management. These include where to offload an application—from the cloud to the edge—to meet its computation and communication requirements. To support these decisions, we provide, in this article, a detailed performance and carbon footprint analysis of a selection of use case applications with complementary resource requirements across the computing continuum over a real-life evaluation testbed. |
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| AbstractList | The computing continuum extends the high-performance cloud data centers with energy-efficient and low-latency devices close to the data sources located at the edge of the network. However, the heterogeneity of the computing continuum raises multiple challenges related to application management. These include where to offload an application—from the cloud to the edge—to meet its computation and communication requirements. To support these decisions, we provide, in this article, a detailed performance and carbon footprint analysis of a selection of use case applications with complementary resource requirements across the computing continuum over a real-life evaluation testbed. |
| Author | Matha, Roland Kimovski, Dragi Prodan, Radu Hammer, Josef Hellwagner, Hermann Mehran, Narges |
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| Cites_doi | 10.1145/3297858.3304013 10.1109/CCGrid.2012.114 10.1145/3318216.3363299 10.1109/CFEC.2018.8358723 10.1016/j.trd.2017.07.012 10.1145/3365871.3365892 |
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| SubjectTerms | Benchmarking Carbon footprint Cloud computing Computers Data centers Edge computing Encoding Machine learning Performance evaluation Streaming media |
| Title | Cloud, Fog, or Edge: Where to Compute? |
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