The goal of this diploma thesis is to design and develop a system for collecting, processing and storing data from large IoT networks. The developed system introduces a complex solution able to process data from various IoT networks using Apache Hadoop ecosystem. The data are real-time processed and stored in a NoSQL database, but the data are also stored in the file system for a potential later processing. The system is optimized and tested using data from IQRF network. The data stored in the NoSQL database are visualized and the system periodically generates derived predictions. Users are connected to this system via an information system, which is able to automatically generate notifications when monitored values are out of range
This patent is based on our novel data discovery mechanism for large scale, highly distributed and h...
The thesis covers the term for specific data analysis called Big Data. The thesis firstly defines th...
29th IEEE Conference on Signal Processing and Communications Applications, SIU 2021 -- 9 June 2021 t...
This master‘s thesis focuses on distributed processing of big data from network communication....
With the advent of cloud computing, resizable scalable infrastructures for data processing is now av...
The quality of road pavements is highly impacted by environmental variables, such as temperature, hu...
Diploma Thesis focuses on integrating Hadoop platform into current data warehouse architecture. In t...
In the Internet of Things (IoT) era, we need to face increased masses of cross-domain data stored in...
In the current era of the Internet of Things (IoT), massive number of sensors are used in our daily ...
The vision of the future Internet of Things is posing new challenges and opportunities for data mana...
In recent years, the volume of data stored in applications of all types has increased. As the volume...
The exponential growth of data continues to increase in human life, the data is sourced from sensor ...
IoT applications has some characteristics that set it apart from other fields mainly due to the mult...
This Master’s thesis presents the theory, design, and implementation of a scalable cloud database so...
The emergence of cheaper sensors that can be connected in sensor networks and to the Internet has le...
This patent is based on our novel data discovery mechanism for large scale, highly distributed and h...
The thesis covers the term for specific data analysis called Big Data. The thesis firstly defines th...
29th IEEE Conference on Signal Processing and Communications Applications, SIU 2021 -- 9 June 2021 t...
This master‘s thesis focuses on distributed processing of big data from network communication....
With the advent of cloud computing, resizable scalable infrastructures for data processing is now av...
The quality of road pavements is highly impacted by environmental variables, such as temperature, hu...
Diploma Thesis focuses on integrating Hadoop platform into current data warehouse architecture. In t...
In the Internet of Things (IoT) era, we need to face increased masses of cross-domain data stored in...
In the current era of the Internet of Things (IoT), massive number of sensors are used in our daily ...
The vision of the future Internet of Things is posing new challenges and opportunities for data mana...
In recent years, the volume of data stored in applications of all types has increased. As the volume...
The exponential growth of data continues to increase in human life, the data is sourced from sensor ...
IoT applications has some characteristics that set it apart from other fields mainly due to the mult...
This Master’s thesis presents the theory, design, and implementation of a scalable cloud database so...
The emergence of cheaper sensors that can be connected in sensor networks and to the Internet has le...
This patent is based on our novel data discovery mechanism for large scale, highly distributed and h...
The thesis covers the term for specific data analysis called Big Data. The thesis firstly defines th...
29th IEEE Conference on Signal Processing and Communications Applications, SIU 2021 -- 9 June 2021 t...