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Computación

L'objectiu del projecte és afegir noves mètafores tant de manipulació com d'interació a la plataforma de visualització de models volumètrics en un entorn de realitat virtual.

Ingeniería de Computadores Computación Sistemas de Información Tecnologías de la información

Companies and scientists working in areas such as finance or genomics are generating enormously large datasets (in the order of petabytes) commonly referred as Big Data. How to efficiently and effectively process such large amounts of data is an open research problem. Since communication is involved in Big Data processing at many levels, at the NaNoNetworking Center in Catalunya (N3Cat) we are currently investigating the potential role of wireless communications in the Big Data scenario. The main focus of the project is to evaluate the impact of applying wireless communications and networking methods to processors and data centers oriented to the management of Big Data. OBJECTIVES =========== N3Cat is looking for students wanting to work in the area of wireless communications for Big Data. To this end, the candidate will work on one of the following areas: - Traffic analysis of Big Data frameworks and applications, as well as in smaller manycore systems. - Channel characterization in Big Data environments: indoor, within the racks of a data center, within the package of CPU, within a chip. - Design of wireless communication protocols for computing systems from the processor level to the data center level.

Ingeniería de Computadores Computación

Machine Learning (ML) has taken the world by storm and has become a fundamental pillar of engineering. As a result, the last decade has witnessed an explosive growth in the use of deep neural networks (DNNs) in pursuit of exploiting the advantages of ML in virtually every aspect of our lives: computer vision, natural language processing, medicine or economics are just a few examples. However, NOT all DNNs fit to all problems: convolutional NNs are good for computer vision, recurrent NNs are good for temporal analysis, and so on. In this context, the main focus of N3Cat and BNN-UPC is to explore the possibilities of the new and less explored variant called Graph Neural Networks (GNNs), whose aim is to learn and model graph-structured data. This has huge implications in fields such as quantum chemistry, computer networks, or social networks among others. OBJECTIVES =========== N3Cat and BNN-UPC are looking for students wanting to work in the area of Graph Neural Networks studying their uses, processing architectures, and algorithms. To this end, the candidate will work on ONE of the following areas: - Investigating the state of the art on this area, surveying the different works done in terms of applications, processing frameworks, algorithms, benchmarks, datasets. This can be taken from a hardware or software perspective. - Helping to build a testbed formed by a cluster of GPUs that will be running pyTorch or Tensorflow. We will instrument the testbed to measure the computation workload and communication flows between GPUs. - Analyzing the communication workload of running a GNN either in the testbed or by means of architectural simulations. - Developing means of accelerating GNN processing in software (e.g., improving scheduling of the message passing) or hardware (e.g. designing a domain-specific architecture).

Computación

Els metges dels Centres d'Atenció Primària (CAP) de Catalunya generen milions d'informes al llarg d'un any de visites de pacients. L'extracció automàtica de la informació continguda en aquests informes es capçal per a enriquir les bases de dades de l'ICS. Una de les tasques rellevants per fer-ho és el reconeixement de signes i simptomes mencionats en els informes i la codificació en CIAP2 d'aquestes menciona. Aquest projecte es centre en la codificació en CIAP 2 de mencions de signes i simptomes que ja s'han reconegut prèviament.

Ingeniería de Computadores Computación

Computación

Quanta estona dorm el meu gos quan no estic a casa? a quines hores està més nerviós el meu gat? cada quan mengen? El projecte consisteix en fer un seguiment automàtic del comportament d'una mascota mitjançant l'anàlisi automàtica de seqüències d'imatges

Computación

The field of immersive analytics consists in providing visual analytics tools in a 3D (Virtual Reality) environment. The goal of the project is the implementation of visualization techniques in a VR setup.

Computación

Optimus Price helps business to find the best price to sell their products according to market variations, demand oscillations, and prices set by their competitors. The project will consists of delevoping NLP techniques to match retail products based both on free-text descriptions and structured attributes. The project will be carried out in the framework of an intership in Optimus Price.

Computación

Reading charts in desktop and virtual reality environments can be difficult depending on the configuration of different parameters such as the width and height of different visual marks. The project aims to explore the perceptual limits of a set of well-known visualization techniques in desktop and VR-based environments.

Computación Tecnologías de la información

UPC and Nestlé are offering a new position to develop the TFG in the field of Machine Learning and Cybersecurity. This TFG will be fully funded (internship) and carried out in collaboration with the Global Security Operations Center of Nestlé and UPC.

Computación

L'objectiu del projecte és el desenvolupament de diferents metàfores d'interacció que facilitin la comunicació dels diferents usuaris presents en una aplicació col·laborativa per la inspecció de models anatòmics

Computación

The goal of the project is to create an application that facilitates the segmentation of medical models using immersive techniques.

Computación

El present projecte està orientat a la creació d'una eina docent que té com a finalitat ajudar els futurs estudiants de la FIB i d'altres centres on es cursi Física Quàntica i/o Mecànica Quàntica a la visualització i representació de funcions d'ona de sistemes quàntics (partícula confinada o pou infinit, oscil·lador harmònic, àtom d'hidrogen, etc.) així com al càlcul d'estats propis de l'energia en l'estat fonamental d'aquests sistemes.

Ingeniería de Computadores Tecnologías de la información

Ingeniería del Software

The goal of the project is to develop and publish a package for analysis of correlation functions in low-temperature gases. The main objective is to develop and provide documentation for a package which can be used as a standalone application and as well can be called from python.

Computación

Violent relaxation is a process that occurs in systems with soft-core interactions. It has a peculiar feature of dramatically amplifying small perturbations, leading to a very rapid collapse into slowly evolving configurations known as quasistationary states. The aim of the project is to perform classical simulations of dynamics in classical one-dimensional systems with different types of interaction.

Ingeniería del Software

El grup de recerca GESSI de la UPC té una aplicació web anomenada PABRE-PROJ que permet usar patrons de requisits durant la fase d'enginyeria de requisits. Aquest projecte consistirà en desplegar aquesta aplicació en un contenidor d'aplicacions, fer proves exhaustives de l'aplicació, millorar-ne la fiabilitat, usabilitat i seguretat.

Computación

El projecte proposa un sistema d'anàlisi de sistema d'imatges en el que mitjançant la monitorització contínua del parpadeig del conductor, es pugui detectar automàticament símptomes de somnolència.

Ingeniería del Software

While digital imaging devices have almost entirely substituted analog films in professional and amateur photography, only now digital X-ray imaging devices start being used in dental clinics. Such scanners allow much faster and convenient creation of individual teeth typically as black and white images. One of the important practical purposes is the detection of caries growth or of other alterations in the teeth. So far this is being done by the medic doctors in an old-fashioned way. The goal of this project is to develop software capable of detecting structural changes.

Consulta ofertas de otros estudios y especialidades