Master in Innovation and Research in Informatics - MIRI
Recent Submissions
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Barcelona, London, and Beijing free Wi-Fi hotspots
(Universitat Politècnica de Catalunya, 2020-01-28)
Master thesis
Open AccessThis thesis is about how Barcelona, Beijing, and London set up free Wi-Fi hotspots, focusing on municipal Wi-Fi, to optimize the collection of data in order to answer their needs. The Critical Literature Review sums up ... -
Techniques for reducing and bounding OpenMP dynamic memory
(Universitat Politècnica de Catalunya, 2020-06-26)
Master thesis
Open AccessOpenMP is a very convenient programming model to parallelize critical real-time applications for several reasons: (1) it provides a powerful tasking model useful for exploiting unstructured and highly dynamic parallelism; ... -
A Tool for integrating dynamic healthcare data sources
(Universitat Politècnica de Catalunya, 2020-06-22)
Master thesis
Open AccessCurrently, there is a growing interest in finding a comprehensive method in ETL process technology that can deal with healthcare data formats. Healthcare centers are very concerned about their sensitive information which ... -
Methods and measurements for evaluating HPC systems
(Universitat Politècnica de Catalunya, 2020-06)
Master thesis
Open AccessIn this thesis, I present a methodology to evaluate High-Performance Computing systems. The method relies on measurements at three levels: architectural features through micro-benchmarks; system software and tools through ... -
Tracing methodologies and tools for artificial intelligence and data mining Java applications
(Universitat Politècnica de Catalunya, 2020-07)
Master thesis
Open Access
Covenantee: Politecnico di TorinoSupercomputing and Artificial Intelligence are among the most important outcomes of the last decades. Both of them have been behind the scenes of many recent discoveries, and together with most of the applications in ... -
User behavioral segmentation based on Math Input
(Universitat Politècnica de Catalunya, 2020-12-14)
Master thesis
Restricted access - confidentiality agreement -
Towards supporting composability of directive-based programming models for heterogeneous computing
(Universitat Politècnica de Catalunya, 2020-07-03)
Master thesis
Open Access
Covenantee: EPEEC / Barcelona Supercomputing CenterCurrent trends in High Performance Computing suggest a significant shift towards heterogeneous architectures, utilising GPUs and other accelerators for their combination of computation capacity and power efficiency. ... -
Speeding up document image classification
(Universitat Politècnica de Catalunya, 2020-06)
Master thesis
Open AccessThis work presents a solution by means of light Convolutional Neural Networks (CNNs) in the Document Classification task, essential problem in the digitalization process of institutions. We show in the RVL-CDIP dataset ... -
Predictive techniques to support the adjudication of construction works
(Universitat Politècnica de Catalunya, 2020-07-01)
Master thesis
Restricted access - confidentiality agreement -
An integration data tool for joinable tables based on apache spark
(Universitat Politècnica de Catalunya, 2020-06-29)
Master thesis
Open AccessData analysts perform exploratory programming for several analytical tasks on notebooks. One is Data Discovery which consists in finding attributes that might join. This is timeconsuming and new techniques are needed to ... -
Unleashing robotic process automation through process mining
(Universitat Politècnica de Catalunya, 2020-07-01)
Master thesis
Open AccessRobotic Process Automation (RPA) is an umbrella term for tools that run on an end user's computer, emulating tasks previously executed through a user interface by means of a software robot. Many studies have highlighted ... -
A Virtual Reality visualization of the biosonar communication channel for live in the depths of the sea
(Universitat Politècnica de Catalunya, 2020-06-02)
Master thesis
Open AccessUnderwater sound propagation is used as a means of communication by many living beings in the deep sea. It is not only used as a communication channel, but it also serves so that animals can recognize the surrounding ...
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