イベント駆動アーキテクチャとインテリジェント・ディシジョン・ツリーにより,持続可能な貿易活動モニタリングモデルの設計が容易になりました
Yixian Wen1, Suo Zhang2, Sisi Zhang1
1School of Business, Hunan Institute of Technology, Hengyang, Hunan, China.
PloS one
|September 4, 2025
まとめ
この研究は,効率的な資源配分のためのイベント駆動アーキテクチャと意思決定ツリーを使用する持続可能な貿易監視モデルを導入します. この革新的な枠組みは,運用効率を高め,貿易活動のシームレスな監視を保証します.
科学分野:
- * 持続可能な貿易の監視
- * イベント駆動アーキテクチャ
- * インテリジェント・ディシジョンツリー
背景:
- * 伝統的な貿易監視は,ダイナミックな市場条件と戦っています.
- * 適応可能で効率的な監視枠組みの必要性
- * リアルタイムデータストリームのリソース割り当ての制限
研究 の 目的:
- 持続可能な貿易のための新しいモニタリングモデルを導入する.
- * 貿易活動の監視の適応性と効率性を高める.
- * 資源配分と運用効率を最適化する
主な方法:
- * イベント駆動アーキテクチャとインテリジェント・ディシジョン・ツリーの統合
- * データの注入と処理の調整に関する規則の作成
- * ダイナミックプログラミングを用いた最適バイナリツリー決定アルゴリズムの実装.
- * インテリジェント・エージェントによるリアルタイムの資源状況評価
主要な成果:
- * データの蓄積効率の向上 (平均) 15.46) を参照してください.
- * 処理の遅延を14. 67%削減しました.
- * 平均資源利用率を60.29%に増加させました.
- * 336.5Mbpsのスループットを達成しました.
結論:
- * モデルが主要なモニタリングメトリックにおいて優れたパフォーマンスを示しています.
- * 市場の変動に素早く対応し,エネルギー消費を減らす.
- * 貿易継続のために経済的利益と環境保護のバランスをとる.
さらに関連する動画
12:18A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
7.6K
11:53Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm
Published on: December 9, 2012
13.0K
関連する概念動画
Decision 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
Survival Tree
157
Survival trees are a non-parametric method used in survival analysis to model the relationship between a set of covariates and the time until an event of interest occurs, often referred to as the "time-to-event" or "survival time." This method is particularly useful when dealing with censored data, where the event has not occurred for some individuals by the end of the study period, or when the exact time of the event is unknown.
Building a Survival Tree
Constructing a...
Building a Survival Tree
Constructing a...
157
Decision Making
223
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...
223
Decision 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
Design Example: Analyzing Capacity Contours for Flood Risk Assessment
98
Flood risk assessment involves careful planning and analysis to ensure the safety of communities near water retention structures. Capacity contours are a vital tool in this process, as they illustrate the potential spread of water at specific levels in a given area. In the context of building a bund across a small valley, these contours play a critical role in evaluating the safety of nearby residential areas.In this example, the bund is intended to store stormwater in the valley. The engineers...
98
Econometric Views (EViews)
246
Econometric Views, often stylized as EViews, is a package that merges statistical analysis with econometric studies. It is designed to provide tools for time series analysis, forecasting, and econometric model simulation. The software originated from MicroTSP software and has evolved significantly since its inception in 1981. The history of EViews is marked by a continuous effort to enhance its computational speed and user interface. It was initially developed for large computing systems but...
246
