Primary competition visual

AI/ML for 5G-Energy Consumption Modelling by ITU AI/ML in 5G Challenge

20 000 CHF
Challenge completed ~2 years ago
Prediction
989 joined
278 active
Starti
Jul 26, 23
Closei
Oct 13, 23
Reveali
Oct 17, 23
About

To download the datasets follow these steps:

  1. Register or login (if you have an account): https://challenge.aiforgood.itu.int/match/matchitem/83
  2. Click on Problem Statement
  3. Create a Team
  4. Receive notification of Team approval
  5. Dataset download button will become active (download dataset and start building your solutions!)

The data includes cell-level traffic statistics of 4G/5G sites collected on different days. In more detail, the data is divided into 3 datasets:

Base Station basic information (BSinfo.csv): include configuration parameters and hardware attributes. In more detail, the following information is reported.

Cell-level data (CLdata.csv): include hour-level counters, including service compliance counters (e.g., load) and energy-saving methods counters (e.g., duration of energy saving mode activation). In more detail, the following information is reported.

Energy consumption data (ECdata.csv): include hour-level energy consumption specifications (e.g., total energy consumption of the base stations). In more detail, the following information is reported.

Files
Description
Files
Is an example of what your submission file should look like. The order of the rows does not matter, but the names of the "ID" must be correct.