IoTクラウドプラットフォームの包括的な評価:意思決定ツールによる機能主導のレビュー
Ioannis Chrysovalantis Panagou1, Stylianos Katsoulis1, Evangelos Nannos1
1TelSiP Research Laboratory, Department of Electrical and Electronic Engineering, School of Engineering, University of West Attica, Ancient Olive Grove Campus, 250 Thivon Str., GR-12241 Athens, Greece.
Sensors (Basel, Switzerland)
|August 28, 2025
まとめ
適切なモノのインターネット (IoT) クラウドプラットフォームの選択は不可欠です. この研究は,主要な機能に関する12のプラットフォームをレビューし,ユーザーが自分のニーズに最適なIoTクラウドプラットフォームを選択するのに役立つツールを紹介しています.
科学分野:
- コンピュータ科学
- クラウドコンピューティング
- モノのインターネット
背景:
- 物事のインターネット (IoT) のエコシステムは,データ管理のためにクラウドプラットフォームに大きく依存しています.
- 適切なIoTクラウドプラットフォームの選択は,さまざまな機能と価格によって困難です.
研究 の 目的:
- 12の主要なIoTクラウドプラットフォームの包括的,機能ベースのレビューを提供します.
- パーソナライズされたIoTクラウドプラットフォームの評価のための新しいウェブベースのツールを導入します.
主な方法:
- 9つの主要機能に関する12のIoTクラウドプラットフォームの比較分析.
- 各プラットフォームの機能の定量スコア (1-10)
- インタラクティブな"IoT クラウド プラットフォーム 選択器"の開発
主要な成果:
- プラットフォームの機能の詳細な二次元比較概要
- セキュリティ,スケーラビリティ,相互運用性,アナリティクス,エッジ,プライシング,開発者ツール,コンプライアンス,OTAアップデートに関する定量的なスコア.
- ウェートされたプラットフォームの選択のための機能的なウェブベースのツールです.
結論:
- この研究は,複雑なIoTクラウドプラットフォームの環境をナビゲートするための貴重なリソースを提供します.
- "IoT クラウド・プラットフォーム・セレクター"は,企業や開発者に情報に基づいた意思決定を可能にします.
- この研究は,特定のユーザーの優先順位に基づいて最適なIoTクラウドプラットフォームを選択するのに役立ちます.
関連する概念動画
01:20Decision Making
228
Decision-making is a fundamental cognitive process that involves evaluating alternatives and selecting among them. This process can range from simple choices, such as deciding what to wear, to complex decisions, like choosing a major in college or a career path. The complexity of the decision often dictates the approach we use, which can be broadly categorized into two types: automatic and controlled decision-making.
Automatic decision-making is fast, intuitive, and relies on gut feelings...
Automatic decision-making is fast, intuitive, and relies on gut feelings...
228
01:13Review and Preview
9.2K
Data are individual items of information obtained from a population or sample. Data may be classified as qualitative (categorical), quantitative continuous, or quantitative discrete. Because it is not practical to measure the entire population in a study, researchers use samples to represent the population. A random sample is a representative group from the population chosen by using a method that gives each individual in the population an equal chance of being included in the sample. Random...
9.2K
01:14Decision Making: Traditional Method
4.1K
The process of hypothesis testing based on the traditional method includes calculating the critical value, testing the value of the test statistic using the sample data, and interpreting these values.
First, a specific claim about the population parameter is decided based on the research question and is stated in a simple form. Further, an opposing statement to this claim is also stated. These statements can act as null and alternative hypotheses, out of which a null hypothesis would be a...
First, a specific claim about the population parameter is decided based on the research question and is stated in a simple form. Further, an opposing statement to this claim is also stated. These statements can act as null and alternative hypotheses, out of which a null hypothesis would be a...
4.1K
01:19Quality Assurance
198
Quality assurance is the overarching term used to describe the activities employed to ensure the proper performance of a system. These activities can be classified into three categories: quality control, quality assessment, and internal corrective measures. Typically, these activities work cyclically: quality control is performed before and during the analysis, while quality assessment occurs during and after the investigation. Internal corrective measures are implemented based on the findings...
198
01:25Distribution Reliability and Automation
153
Distribution reliability in electrical power systems is critical for ensuring an uninterrupted power supply to consumers at minimal cost. According to IEEE Standard Terms, reliability is the probability that a device will function without failure over a specified time period or amount of usage. For electric power distribution, this translates to maintaining continuous power supply and addressing customer concerns over power outages. Several indices, as defined by IEEE Standard 1366-2012, are...
153
01:09Decision Making: P-value Method
5.7K
The process of hypothesis testing based on the P-value method includes calculating the P- value using the sample data and interpreting it.
First, a specific claim about the population parameter is proposed. The claim is based on the research question and is stated in a simple form. Further, an opposing statement to the claim is also stated. These statements can act as null and alternative hypotheses: a null hypothesis would be a neutral statement while the alternative hypothesis can...
First, a specific claim about the population parameter is proposed. The claim is based on the research question and is stated in a simple form. Further, an opposing statement to the claim is also stated. These statements can act as null and alternative hypotheses: a null hypothesis would be a neutral statement while the alternative hypothesis can...
5.7K