Comparing Apples and Oranges in IoT Context: A Deep Dive Into Methods for Comparing IoT Platforms
نویسندگان
چکیده
Many researchers try to make a comparison between various Internet-of-Things (IoT) platforms based on specific requirements. However, none of the reviewed studies proposed thorough analysis variety comparative methods. Since there is lack frameworks for IoT platforms, individuals or companies have difficulties when selecting suitable platform matching their associated business In order support this selection process, set functional and nonfunctional requirements identified. A framework containing methods in an presented. The methodology statistical visualization techniques recommend platform. Five platforms: 1) Azure; 2) AWS; 3) SaS; 4) ThingWorx; 5) Kaa are studied evaluate performance framework. Different multicriteria decision method was applied by using analytical hierarchical process (AHP). One clusters compares ability supporting requirement not. $K$ -means clustering determine made level per main requirement. other use following tests: error bar test, one-way Anova Tukey’s honest significant difference test. Based selected requirements, approach suggested which can be used.
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ژورنال
عنوان ژورنال: IEEE Internet of Things Journal
سال: 2021
ISSN: ['2372-2541', '2327-4662']
DOI: https://doi.org/10.1109/jiot.2020.3016921