遇见数据集

Use Case 2 End-to-end measurements of network reliability, power consumption, and device performance for remote eHealth and multimedia streaming services under the XGain European project

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Zenodo2025-07-01 更新2026-05-26 收录
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This dataset contains network performance, power consumption, resource usage, latency metrics collected from deployments of the CAPTAIN Box across remote areas in Central Macedonia, Greece, as part of the XGain European project. The CAPTAIN Box, a lightweight edge device based on Raspberry Pi 4, was installed in older adults’ homes and configured to support eHealth monitoring and multimedia streaming services. Measurements were gathered under real-world conditions using both existing household connectivity (ADSL, VDSL, and fiber) and dedicated 4G routers. Data transmission and system monitoring were enabled using Prometheus Node Exporter and iPerf3 to evaluate reliability, bandwidth, and responsiveness across diverse connectivity setups. The experiments aimed to assess the feasibility of deploying decentralized health and cultural services in connectivity-constrained environments, supporting real-time data flow and ensuring minimal user intervention.

本数据集源自欧洲XGain项目框架内的部署工作,采集了希腊中马其顿大区偏远地区部署CAPTAIN盒(CAPTAIN Box)所产生的网络性能、功耗、资源占用及延迟指标。该CAPTAIN盒是基于树莓派4(Raspberry Pi 4)打造的轻量化边缘设备,被部署于老年群体住宅中,配置用于支持电子健康(eHealth)监测与多媒体流媒体服务。本次采集工作在真实场景下开展,同时利用了现有家庭接入链路(ADSL、VDSL及光纤)与专用4G路由器两种网络环境。研究团队通过Prometheus Node Exporter与iPerf3实现数据传输与系统监控,以此评估多样化网络配置下的可靠性、带宽与响应性能。本实验旨在评估在连接受限环境中部署去中心化健康与文化服务的可行性,以支持实时数据流传输并确保用户干预程度降至最低。

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Zenodo
创建时间:
2025-07-01
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