Jakovits, Pelle, juhendajaKoljal, KaireTartu Ülikool. Loodus- ja täppisteaduste valdkondTartu Ülikool. Arvutiteaduse instituut2023-10-302023-10-302020https://hdl.handle.net/10062/93867With the development of IoT and the growth of data collected by IoT devices, sending all the collected data straight to cloud is not always the best option. Unfortunately, not all IoT devices have enough resources to process all the data. The goal of this thesis is to evaluate if using Apache MiNiFi on resource constrained devices like Raspberry Pi has any benefits compared to sending all the data to cloud and if using such frameworks on edge devices is useful. The goal of the comparison is to assess the amount of Raspberry’s resources used and the amount of data processed in both scenarios. In addition, the difference in latency from edge device to Apache Spark will be compared.estopenAccessAttribution-NonCommercial-NoDerivatives 4.0 InternationalStream data processingApache MiNiFiRaspberry PiInternet of Things (IoT)bakalaureusetöödinformaatikainfotehnoloogiainformaticsinfotechnologyThesis