TW-Fogginess: A Trustworthy IoT System based on Mist and Fog Computing

Franklin Magalhães Ribeiro Junior, C. Kamienski
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引用次数: 1

Abstract

Fog and mist computing support the autonomy of distributed IoT devices, maintaining system execution temporally during the cloud network disconnection. However, fog and mist infrastructures should keep data flow continuity, especially if an IoT application requires real-time analysis. We introduce and assess the TW-Fogginess system, which deploys data filtering, resilience, and security mechanisms in a mist-fog-based IoT system. TW-Fogginess contains mist and fog agents, storing data during a network disconnection and reducing transmitted data volume when the communication returns. We use 5,000 simulated sensors in stable connection and during fog and cloud disconnection scenarios. We observe that mist and fog reduce the data size by 89.57% and 95.55%, respectively, in a network reconnection. We evidence that the mist reduces the encrypted data batch transfer time by 23.33% or by 97.11% in a specific situation. Fog reduces the same metric by 40% using RSA encryption and 63.7% with no data encryption.
TW-Fogginess:基于雾和雾计算的可信赖物联网系统
雾和雾计算支持分布式物联网设备的自治,在云网络断开时暂时保持系统执行。然而,雾和雾基础设施应该保持数据流的连续性,特别是当物联网应用需要实时分析时。我们介绍并评估了TW-Fogginess系统,该系统在基于雾的物联网系统中部署了数据过滤、弹性和安全机制。TW-Fogginess包含雾和雾代理,在网络断开时存储数据,并在通信恢复时减少传输数据量。我们在稳定连接和雾和云断开情况下使用5,000个模拟传感器。我们观察到,在网络重连接中,雾和雾分别减少了89.57%和95.55%的数据大小。我们证明,在特定情况下,雾可以减少加密数据批传输时间23.33%或97.11%。使用RSA加密时,Fog将相同的度量降低了40%,不使用数据加密时降低了63.7%。
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