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--- |
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license: mit |
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pretty_name: 5G Network Energy Consumption Dataset |
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configs: |
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- config_name: BSinfo |
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description: Base Station Basic Information |
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data_files: |
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- split: test |
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path: BSinfo.csv |
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- config_name: CLstat |
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description: Cell-Level Statistics |
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data_files: |
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- split: test |
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path: CLstat.csv |
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- config_name: ECstat |
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description: Energy Consumption Statistics |
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data_files: |
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- split: test |
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path: ECstat.csv |
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extra_gated_fields: |
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First Name: text |
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Last Name: text |
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Affiliation: text |
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Country: country |
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Job title: |
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type: select |
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options: |
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- Student |
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- Research Graduate |
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- Researcher |
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- Engineer |
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- Reporter |
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- Other |
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geo: ip_location |
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language: |
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- en |
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tags: |
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- 5G |
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- wireless |
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- energy |
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--- |
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# 5G Network Energy Consumption Dataset |
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This dataset provides normalized real-world measurements of energy consumption and operational data from a large-scale 5G network deployment. |
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It includes eight days of measurements collected from **more than 1,000 RRU/AAUs**, covering **12 different hardware products**. |
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The dataset is intended to support research in energy-efficient mobile networks, network optimization, and data-driven modeling of 5G systems. |
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--- |
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## 📂 Dataset Structure |
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The dataset is organized into three main CSV files: |
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### 1. **BSinfo.csv** – Base Station Basic Information |
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Contains static information about the deployed base stations and their cells. |
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**Fields:** |
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* `BS`: Identifier of the base station |
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* `CellName`: Cell identifier (multiple cells can be configured per BS, named `CellX`) |
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* `RUType`: Radio unit product name |
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* `Mode`: Transmission mode |
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* `Bandwidth`: Normalized cell bandwidth |
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* `Frequency`: Normalized cell frequency |
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* `Antennas`: Number of antennas |
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* `TXpower`: Maximum transmit power of the cell |
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--- |
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### 2. **CLstat.csv** – Cell-Level Statistics |
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Contains hourly counters describing the operational status of each cell. |
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**Fields:** |
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* `Time`: Timestamp of the measurement |
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* `BS`: Identifier of the base station |
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* `CellName`: Cell identifier |
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* `Load`: Load of the cell (share of used resources) |
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* `EnergySavingMode`: Intensity of activation of energy-saving mechanisms |
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--- |
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### 3. **ECstat.csv** – Energy Consumption |
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Contains hourly measurements of energy consumption per base station. |
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**Fields:** |
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* `Time`: Timestamp of the measurement |
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* `BS`: Identifier of the base station |
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* `Energy`: Energy consumption of the base station |
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--- |
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## 📊 Data Summary |
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* **Measurement period:** 8 days |
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* **Number of RRUs/AAUs:** > 1,000 |
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* **Hardware diversity:** 12 different product types |
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* **Granularity:** Hour-level measurements for load, counters, and energy consumption |
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--- |
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## 🧪 Applications |
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This dataset can be used for: |
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* Analysis of energy consumption patterns in 5G networks |
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* Evaluation of energy-saving methods and load-dependent consumption |
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* Development of predictive models for network optimization |
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* Benchmarking of AI/ML approaches for green networking |
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--- |
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