4.4 Article

Cloud, Fog, or Edge: Where to Compute?

期刊

IEEE INTERNET COMPUTING
卷 25, 期 4, 页码 30-36

出版社

IEEE COMPUTER SOC
DOI: 10.1109/MIC.2021.3050613

关键词

Cloud computing; Encoding; Streaming media; Performance evaluation; Machine learning; Data centers; Computers; Edge computing; Cloud computing; Benchmarking; Carbon footprint

资金

  1. Horizon 2020 Programme
  2. Carinthian Agency for Investment Promotion and Public Shareholding

向作者/读者索取更多资源

The computing continuum expands high-performance cloud data centers with energy-efficient devices at the edge, but faces challenges in managing applications across heterogeneous environments. This article provides a detailed analysis of performance and carbon footprint of selected use case applications with varying resource requirements across the computing continuum, based on a real-life evaluation testbed.
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.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.4
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据