Radio over fiber enabling PON fronthaul in a two-tiered cloud

Avec l’avènement des objets connectés, la bande passante nécessaire dépasse la capacité des interconnections électriques et interface sans fils dans les réseaux d’accès mais aussi dans les réseaux coeurs. Des systèmes photoniques haute capacité situés dans les réseaux d’accès utilisant la technologie radio sur fibre systèmes ont été proposés comme solution dans les réseaux sans fil de 5e générations. Afin de maximiser l’utilisation des ressources des serveurs et des ressources réseau, le cloud computing et des services de stockage sont en cours de déploiement. De cette manière, les ressources centralisées pourraient être diffusées de façon dynamique comme l’utilisateur final le souhaite. Chaque échange nécessitant une synchronisation entre le serveur et son infrastructure, une couche physique optique permet au cloud de supporter la virtualisation des réseaux et de les définir de façon logicielle. Les amplificateurs à semi-conducteurs réflectifs (RSOA) sont une technologie clé au niveau des ONU(unité de communications optiques) dans les réseaux d’accès passif (PON) à fibres. Nous examinons ici la possibilité d’utiliser un RSOA et la technologie radio sur fibre pour transporter des signaux sans fil ainsi qu’un signal numérique sur un PON. La radio sur fibres peut être facilement réalisée grâce à l’insensibilité a la longueur d’onde du RSOA. Le choix de la longueur d’onde pour la couche physique est cependant choisi dans les couches 2/3 du modèle OSI. Les interactions entre la couche physique et la commutation de réseaux peuvent être faites par l’ajout d’un contrôleur SDN pour inclure des gestionnaires de couches optiques. La virtualisation réseau pourrait ainsi bénéficier d’une couche optique flexible grâce des ressources réseau dynamique et adaptée. Dans ce mémoire, nous étudions un système disposant d’une couche physique optique basé sur un RSOA. Celle-ci nous permet de façon simultanée un envoi de signaux sans fil et le transport de signaux numérique au format modulation tout ou rien (OOK) dans un système WDM(multiplexage en longueur d’onde)-PON. Le RSOA a été caractérisé pour montrer sa capacité à gérer une plage dynamique élevée du signal sans fil analogique. Ensuite, les signaux RF et IF du système de fibres sont comparés avec ses avantages et ses inconvénients. Finalement, nous réalisons de façon expérimentale une liaison point à point WDM utilisant la transmission en duplex intégral d’un signal wifi analogique ainsi qu’un signal descendant au format OOK. En introduisant deux mélangeurs RF dans la liaison montante, nous avons résolu le problème d’incompatibilité avec le système sans fil basé sur le TDD (multiplexage en temps duplexé).

Interview with Charles W. Peck

Interview in five sessions, October-November 2003, with Charles W. Peck, professor of physics (now emeritus) in the Division of Physics, Mathematics, and Astronomy. He recalls his early life in South Texas and his interest in radio; first year of college at Texas Arts & Industries; three more years at New Mexico College of Agriculture & Mechanical Arts. Recalls graduate studies at Caltech with Murray Gell-Mann, H. P. Robertson, Robert Walker, Richard A. Dean, W. R. Smythe. Works on increasing intensity and stability of the Caltech synchrotron, with Walker, Matt Sands, and Alvin Tollestrup; 1964 thesis on K-lambda photoproduction. Joins the faculty as an assistant professor in 1965. Discusses his various teaching assignments, including an embarrassing moment when Richard Feynman attended one of his freshman physics lectures. Discusses his research at the Stanford Linear Accelerator Center and Lawrence Radiation Laboratory’s Bevatron. Collaboration with UC Berkeley and SLAC on “crystal ball” detector for SLAC’s SPEAR storage ring. Taking the crystal ball to DESY, in Hamburg. Works with Barry Barish at Gran Sasso laboratory in Italy, on MACRO; search for magnetic monopoles. He also discusses his administration work at Caltech, as executive officer for physics (1983-1986) and as PMA division chair from 1993 to 1998, when he immediately had to deal with the troubles plaguing LIGO [Laser Interferometer Gravitational-wave Observatory]. Detailed discussion of the LIGO contretemps and how it was settled, and of turning Big Bear Solar Observatory over to the New Jersey Institute of Technology. Advent of David Baltimore as Caltech president; attempt to recruit Ed Witten.

Guiding Monte Carlo tree searches with neural networks in the game of go

A dissertation submitted in fulfillment of the requirements to the degree of Master in Computer Science and Computer Engineering

A study of computational methods to analyze gene expression data

The recent advent of new technologies has led to huge amounts of genomic data. With these data come new opportunities to understand biological cellular processes underlying hidden regulation mechanisms and to identify disease related biomarkers for informative diagnostics. However, extracting biological insights from the immense amounts of genomic data is a challenging task. Therefore, effective and efficient computational techniques are needed to analyze and interpret genomic data. In this thesis, novel computational methods are proposed to address such challenges: a Bayesian mixture model, an extended Bayesian mixture model, and an Eigen-brain approach. The Bayesian mixture framework involves integration of the Bayesian network and the Gaussian mixture model. Based on the proposed framework and its conjunction with K-means clustering and principal component analysis (PCA), biological insights are derived such as context specific/dependent relationships and nested structures within microarray where biological replicates are encapsulated. The Bayesian mixture framework is then extended to explore posterior distributions of network space by incorporating a Markov chain Monte Carlo (MCMC) model. The extended Bayesian mixture model summarizes the sampled network structures by extracting biologically meaningful features. Finally, an Eigen-brain approach is proposed to analyze in situ hybridization data for the identification of the cell-type specific genes, which can be useful for informative blood diagnostics. Computational results with region-based clustering reveals the critical evidence for the consistency with brain anatomical structure.

Bioinformatics analysis of the Pedobacter sp. NL19 genome

The last decades of the 20th century defined the genetic engineering advent, climaxing in the development of techniques, such as PCR and Sanger sequencing. This, permitted the appearance of new techniques to sequencing whole genomes, identified as next-generation sequencing. One of the many applications of these techniques is the in silico search for new secondary metabolites, synthesized by microorganisms exhibiting antimicrobial properties. The peptide antibiotics compounds can be classified in two classes, according to their biosynthesis, in ribosomal or nonribosomal peptides. Lanthipeptides are the most studied ribosomal peptides and are characterized by the presence of lanthionine and methylanthionine that result from posttranslational modifications. Lanthipeptides are divided in four classes, depending on their biosynthetic machinery. In class I, a LanB enzyme dehydrate serine and threonine residues in the C-terminus precursor peptide. Then, these residues undergo a cyclization step performed by a LanC enzyme, forming the lanthionine rings. The cleavage and the transport of the peptide is achieved by the LanP and LanT enzymes, respectively. Although, in class II only one enzyme, LanM, is responsible for the dehydration and cyclization steps and also only one enzyme performs the cleavage and transport, LanT. Pedobacter sp. NL19 is a Gram-negative bacterium, isolated from sludge of an abandon uranium mine, in Viseu (Portugal). Antibacterial activity in vitro was detected against several Gram-positive and Gram-negative bacteria. Sequencing and in silico analysis of NL19 genome revealed the presence of 21 biosynthetic clusters for secondary metabolites, including nonribosomal and ribosomal peptides biosynthetic clusters. Four lanthipeptides clusters were predicted, comprising the precursor peptides, the modifying enzymes (LanB and LanC), and also a bifunctional LanT. This result revealed the hybrid nature of the clusters, comprising characteristics from two distinct classes, which are poorly described in literature. The phylogenetic analysis of their enzymes showed that they clustered within the bacteroidetes clade. Furthermore, hybrid gene clusters were also found in other species of this phylum, revealing that it is a common characteristic in this group. Finally, the analysis of NL19 colonies by MALDI-TOF MS allowed the identification of a 3180 Da mass that corresponds to the predicted mass of a lanthipeptide encoded in one of the clusters. However, this result is not fully conclusive and further experiments are needed to understand the full potential of the compounds encoded in this type of clusters. In conclusion, it was determined that NL19 strain has the potential to produce diverse secondary metabolites, including lanthipeptides that were not functionally characterized so far.

Symbiotic Cities: Buenos Aires, Montevideo, and Mass Culture, 1910-1960

This dissertation examines how Buenos Aires emerged as a creative capital of mass culture and cultural industries in South America during a period when Argentine theater and cinema expanded rapidly, winning over a regional marketplace swelled by transatlantic immigration, urbanization and industrialization. I argue that mass culture across the River Plate developed from a singular dynamic of exchange and competition between Buenos Aires and neighboring Montevideo. The study focuses on the Argentine, Uruguayan, and international performers, playwrights, producers, cultural impresarios, critics, and consumers who collectively built regional cultural industries. The cultural industries in this region blossomed in the interwar period as the advent of new technologies like sound film created profitable opportunities for mass cultural production and new careers for countless theater professionals. Buenos Aires also became a global cultural capital in the wider Hispanic Atlantic world, as its commercial culture served a region composed largely of immigrants and their descendants. From the 1920s through the 1940s, Montevideo maintained a subordinate but symbiotic relationship with Buenos Aires. The two cities shared interlinked cultural marketplaces that attracted performers and directors from the Atlantic world to work in theatre and film productions, especially in times of political upheaval such as the Spanish Civil War and the Perón era in Argentina. As a result of this transnational process, Argentine mass culture became widely consumed throughout South America, competing successfully with Hollywood, European, and other Latin American cinemas and helping transform Buenos Aires into a cosmopolitan metropolis. By examining the relationship between regional and national frames of cultural production, my dissertation contributes to the fields of Latin American studies and urban history while seeking to de-center the United States and Europe from the central framing of transnational history.

Mastering heterostructured colloidal nanocrystal properties for light-emitting diodes and solar cells

Solution-grown colloidal nanocrystal (NC) materials represent ideal candidates for optoelectronic devices, due to the flexibility with which they can be synthesized, the ease with which they can be processed for devicefabrication purposes and, foremost, for their excellent and size-dependent tunable optical properties, such as high photoluminescence (PL) quantum yield, color purity, and broad absorption spectra up to the near infrared. The advent of surfactant-assisted synthesis of thermodynamically stable colloidal solutions of NCs has led to peerless results in terms of uniform size distribution, composition, rational shape-design and the possibility of building heterostructured NCs (HNCs) comprising two or more different materials joined together. By tailoring the composition, shape and size of each component, HNCs with gradually higher levels of complexity have been conceived and realized, which are endowed with outstanding characteristics and optoelectronic properties. In this review, we discuss recent advances in the design of HNCs for efficient light-emitting diodes (LEDs) and photovoltaic (PV) solar cell devices. In particular, we will focus on the materials required to obtain superior optoelectronic quality and efficient devices, as well as their preparation and processing potential and limitations

CONCERNS REGARDING THE PROTECTION OF COPYRIGHT IN THE INTERNET

The advent of the World Network(Net) Internet and the use of the technology in the digital environment raised new challenges to the author's copyright. These worries were considered in the last international agreements, so that the warning is not true of those who postulate that the Internet is a " territory of nobody ", where the works are unprotected completely. To educate on the topic of the protection of the author's copyright and to provide with resources the instances(authorities) in charge of the observance of these rights looks like an ineluctable task.

Mediator framework for inserting xDRs into hadoop

During the last decades, we assisted to what is called “information explosion”. With the advent of the new technologies and new contexts, the volume, velocity and variety of data has increased exponentially, becoming what is known today as big data. Among them, we emphasize telecommunications operators, which gather, using network monitoring equipment, millions of network event records, the Call Detail Records (CDRs) and the Event Detail Records (EDRs), commonly known as xDRs. These records are stored and later processed to compute network performance and quality of service metrics. With the ever increasing number of collected xDRs, its generated volume needing to be stored has increased exponentially, making the current solutions based on relational databases not suited anymore. To tackle this problem, the relational data store can be replaced by Hadoop File System (HDFS). However, HDFS is simply a distributed file system, this way not supporting any aspect of the relational paradigm. To overcome this difficulty, this paper presents a framework that enables the current systems inserting data into relational databases, to keep doing it transparently when migrating to Hadoop. As proof of concept, the developed platform was integrated with the Altaia - a performance and QoS management of telecommunications networks and services.

Get your website noticed How to reach, acquire and retain customers online

The Internet has developed itself as a major tool in marketing. With the advent of the Internet, online marketing has become the main marketing strategy used by most companies to promote their products. However, with the Internet, competition among companies has increased as each company has an opportunity to reach the same type of potential consumers through the Internet. This implies that for a company to attract and retain customers, it has to employ unique features in its website in order to make it stand out. This study was aimed at determining the features of a company’s website which can help to attract and retain customers. It was also meant to find out about the online marketing strategies that can be used to attract customers at the initial stage as well as find out on how companies engage their customers on their site. In this study, the qualitative method of research was used. Data collection was done using interviews. The interviewees were selected from marketing agencies in Finland

Modelling human behaviour and event detection from videos

Automatic analysis of human behaviour in large collections of videos is gaining interest, even more so with the advent of file sharing sites such as YouTube. However, challenges still exist owing to several factors such as inter- and intra-class variations, cluttered backgrounds, occlusion, camera motion, scale, view and illumination changes. This research focuses on modelling human behaviour for action recognition in videos. The developed techniques are validated on large scale benchmark datasets and applied on real-world scenarios such as soccer videos. Three major contributions are made. The first contribution is in the area of proper choice of a feature representation for videos. This involved a study of state-of-the-art techniques for action recognition, feature extraction processing and dimensional reduction techniques so as to yield the best performance with optimal computational requirements. Secondly, temporal modelling of human behaviour is performed. This involved frequency analysis and temporal integration of local information in the video frames to yield a temporal feature vector. Current practices mostly average the frame information over an entire video and neglect the temporal order. Lastly, the proposed framework is applied and further adapted to real-world scenario such as soccer videos. A dataset consisting of video sequences depicting events of players falling is created from actual match data to this end and used to experimentally evaluate the proposed framework.

Utilização de plantas medicinais no tratamento de feridas : perfil do stryphnodendron barbatiman

Introdução – O recurso à utilização de plantas com fins terapêuticos, é uma das mais antigas formas de prática medicinal da humanidade, sobretudo por parte da população de países menos desenvolvidos, que ainda hoje, segundo a Organização Mundial de Saúde, recorre, em muitas situações, à utilização das plantas medicinais como a única forma de acesso aos cuidados básicos de saúde. Porém, e apesar do advento da medicina moderna, que se correndo do avanço da biotecnologia, por meio da qual as plantas, consideradas medicinais, podem ter seu potencial terapêutico aprovado pela ciência para fins medicamentosos, uma parte significativa da comercialização de plantas medicinais continua a não ser feita em farmácias ou lojas de produtos naturais, mas sim comercializadas em feiras livres, pelos chamados raizeiros. Partindo deste enquadramento, os objetivos centrais desta investigação foram: identificar quais as espécies de plantas medicinais mais indicadas por comerciantes, raizeiros, no tratamento de feridas e que são comercializadas nas mais importantes feiras livres da cidade de Maceió, e caracterizar a fonte de conhecimento desses raizeiros, em relação às mesmas. Métodos – Realizou-se um estudo que seguiu os pressupostos de uma pesquisa de natureza qualitativa, de matriz transversal, com recurso a uma amostra não probabilística, acidental e por conveniência constituída por 26 raizeiros, na sua maioria pertencentes ao do grupo etário dos 37-52 anos (46,14%), que desenvolvem a atividade comercial de plantas medicinais como sua única e/ou principal atividade produtiva (76,90%), e em que 50% são do sexo feminino. Como instrumento de recolha de dados recorreu-se à entrevista, a partir de convites efectuados pela autora do estudo na sequência da realização de visitas às principais feiras livres da cidade de Maceió-AL. Resultados – Os dados recolhidos pela totalidade das entrevistas permitiram constatar que o barbatimão (Stryphnodendron barbatiman) é a planta mais frequentemente indicada para o tratamento em feridas, logo seguida da Aroeira (MyracrodruonurundeuvaLâmina), e da Sambacaitá (Hyptis pectinata). As menos recomendadas são a Garra do Diabo (Harpagophytum procubens); a Jatobá (Hymenae acourbaril L.) e a Babosa (Aloe arborescens). A maioria dos raizeiros afirmaram também que recomendavam a “casca” e a “entre casca” como a forma farmacêutica mais eficaz. Em relação à aprendizagem/ conhecimento sobre a utilização medicinal do barbatimão (Stryphnodendron barbatiman): 69,3% dos raizeiros entrevistados afirmaram ter aprendido com familiares; 19,2 com amigos e 11,5% através de conversas com outros comerciantes do mesmo ramo de negócio. Cem por cento dos entrevistados afirmaram que o Stryphnodendron barbatiman, independetemente de ser a planta mais recomendada pelos raizeiros, é a planta mais procurada pela população e, que segundo a mesma, é a que apresenta um melhor resultado. Apenas 50% dos entrevistados refere que o barbatimão é armazenado seco e ensacado, e quanto questionados sobre a validade do mesmo, 69,3% dos raizeiros afirmaram que esse prazo é indeterminado. Quanto à duração da “terapia” pelo barbatimão, 100% dos raizeiros entrevistados, afirmaram que deve permanecer durante o tempo que o paciente ou o profissional de saúde que estiver acompanhando o caso, julgar necessário. Conclusões – Os resultados deste estudo vêm confirmar que o recurso à utilização de plantas com fins terapêuticos no tratamento de feridas, por parte da população brasileira, continua sendo muito usual, sendo o barbatimão (Stryphnodendron barbatimam) o mais indicado e conhecido pela cultura popular. Nesse sentido é relevante que, por um lado, o profissional de enfermagem, procure entender a utilização dessa planta medicinal, popularmente utilizada, com afirmativa de êxito, no tratamento de feridas, e por outro, entendemos ser necessária a realização de estudos multidisciplinares que permitam a ampliação e a profundidade dos conhecimentos das plantas medicinais, como agem, quais são os seus efeitos tóxicos e colaterais, e quais as suas verdadeiras indicações terapêuticas. Palavras-chave: Plantas Medicinais, Ferimentos e lesões, Tratamento, Enfermagem, Raizeiros.

Buscando inspiración musical en el universo computacional

Throughout the history of western music, composers have relied on “outside-of-time” structures which have served as musical “prime matter” until the moment of their temporal inscription. These structures have traditionally been the scales, rhythmic values, formal schemes, harmonic rules, etc., that composers have employed over and over again. They are to the composer what marble is to the sculptor or colors are to the painter. The advent of computer technology has opened new avenues that allow composers to develop new structures and enlarge their creative horizon. I started my musical training at a very early age, and at the same time I had a lot of scientific curiosity. As soon as I had my first computer (a Commodore 64), I started to experiment, to establish relationships between scientific processes and the world of sound. To date, and following the footsteps of I. Xenakis (although from a different aesthetic perspective), my compositions have always been informed, to a lesser or greater degree, by some underlying scientific idea, and this task can hardly be achieved without computation. Furthermore, today, computer-composers open the possibility to access and use an ever-growing repository of musical material goes a step forward in this direction. And this raises many questions, some of them of a deep philosophical ground.

Modelling of an efficient dynamic smart solar photovoltaic power grid system

A smart solar photovoltaic grid system is an advent of innovation coherence of information and communications technology (ICT) with power systems control engineering via the internet [1]. This thesis designs and demonstrates a smart solar photovoltaic grid system that is selfhealing, environmental and consumer friendly, but also with the ability to accommodate other renewable sources of energy generation seamlessly, creating a healthy competitive energy industry and optimising energy assets efficiency. This thesis also presents the modelling of an efficient dynamic smart solar photovoltaic power grid system by exploring the maximum power point tracking efficiency, optimisation of the smart solar photovoltaic array through modelling and simulation to improve the quality of design for the solar photovoltaic module. In contrast, over the past decade quite promising results have been published in literature, most of which have not addressed the basis of the research questions in this thesis. The Levenberg-Marquardt and sparse based algorithms have proven to be very effective tools in helping to improve the quality of design for solar photovoltaic modules, minimising the possible relative errors in this thesis. Guided by theoretical and analytical reviews in literature, this research has carefully chosen the MatLab/Simulink software toolbox for modelling and simulation experiments performed on the static smart solar grid system. The auto-correlation coefficient results obtained from the modelling experiments give an accuracy of 99% with negligible mean square error (MSE), root mean square error (RMSE) and standard deviation. This thesis further explores the design and implementation of a robust real-time online solar photovoltaic monitoring system, establishing a comparative study of two solar photovoltaic tracking systems which provide remote access to the harvested energy data. This research made a landmark innovation in designing and implementing a unique approach for online remote access solar photovoltaic monitoring systems providing updated information of the energy produced by the solar photovoltaic module at the site location. In addressing the challenge of online solar photovoltaic monitoring systems, Darfon online data logger device has been systematically integrated into the design for a comparative study of the two solar photovoltaic tracking systems examined in this thesis. The site location for the comparative study of the solar photovoltaic tracking systems is at the National Kaohsiung University of Applied Sciences, Taiwan, R.O.C. The overall comparative energy output efficiency of the azimuthal-altitude dual-axis over the 450 stationary solar photovoltaic monitoring system as observed at the research location site is about 72% based on the total energy produced, estimated money saved and the amount of CO2 reduction achieved. Similarly, in comparing the total amount of energy produced by the two solar photovoltaic tracking systems, the overall daily generated energy for the month of July shows the effectiveness of the azimuthal-altitude tracking systems over the 450 stationary solar photovoltaic system. It was found that the azimuthal-altitude dual-axis tracking systems were about 68.43% efficient compared to the 450 stationary solar photovoltaic systems. Lastly, the overall comparative hourly energy efficiency of the azimuthal-altitude dual-axis over the 450 stationary solar photovoltaic energy system was found to be 74.2% efficient. Results from this research are quite promising and significant in satisfying the purpose of the research objectives and questions posed in the thesis. The new algorithms introduced in this research and the statistical measures applied to the modelling and simulation of a smart static solar photovoltaic grid system performance outperformed other previous works in reviewed literature. Based on this new implementation design of the online data logging systems for solar photovoltaic monitoring, it is possible for the first time to have online on-site information of the energy produced remotely, fault identification and rectification, maintenance and recovery time deployed as fast as possible. The results presented in this research as Internet of things (IoT) on smart solar grid systems are likely to offer real-life experiences especially both to the existing body of knowledge and the future solar photovoltaic energy industry irrespective of the study site location for the comparative solar photovoltaic tracking systems. While the thesis has contributed to the smart solar photovoltaic grid system, it has also highlighted areas of further research and the need to investigate more on improving the choice and quality design for solar photovoltaic modules. Finally, it has also made recommendations for further research in the minimization of the absolute or relative errors in the quality and design of the smart static solar photovoltaic module.

Formação e supervisão das práticas clínicas : uma abordagem ecológica

Nos últimos anos, um conjunto de mudanças de natureza tecnológica institucional, legal e cultural alteraram as funções, a responsabilidade social e a estrutura das organizações de saúde. Estas transformações estão na base do debate actual sobre supervisão clínica em enfermagem enquanto estratégia de promoção da satisfação profissional, segurança e qualidade dos cuidados. A emergência da supervisão clínica em enfermagem permitiu interrogar e dar visibilidade a novas modalidades de formação no contexto de trabalho. A supervisão clínica é um processo multidimensional que inclui encontros regulares entre supervisores e supervisados, com o objectivo de analisar experiências de trabalho e de formação. Dedica-se especial atenção às dimensões emocionais, qualidade de cuidados, relação terapêutica e desenvolvimento pessoal e profissional. A presente pesquisa assume a forma de um estudo de caso realizado num hospital psiquiátrico (Hospital Magalhães Lemos). O objectivo principal do estudo consistiu em compreender o processo amplo e complexo de aprendizagens desenvolvidas em contexto clínico e a forma como estas condicionam as estratégias supervisivas. Recorrendo ao modelo bioecológico de Bronfenbrenner, o estudo interroga de forma sistemática a origem e as relações entre formação e supervisão. Os participantes do estudo foram 18 enfermeiros do referido hospital. Contamos, igualmente, com a colaboração de três peritos com profundo conhecimento da cultura e realidade hospitalar. A informação foi colhida com base em questionários e entrevistas semiestruturadas. O questionário (Clinical Supervision Nursing Inventory – CSNI - V1) inclui três partes. A parte I e II foram relevantes para caracterizar os participantes e o contexto clínico. A parte III do instrumento inclui um inventário com 24 itens. O Alfa de Cronbach calculado pelo autor foi de 0,93 para os 24 itens da escala, indicando excelentes resultados psicométricos. A entrevista semi-estruturada foi usada para a recolha de dados junto dos três peritos. Os enfermeiros possuem uma atitude positiva perante a supervisão clínica. O desenvolvimento pessoal e profissional dos enfermeiros estava relacionado com as oportunidades de formação emergentes no contexto das práticas. Embora a expressão “supervisão clínica” seja por vezes utilizada de forma incorrecta nas organizações, concluímos que existiam no hospital boas práticas a nível da supervisão dos cuidados, relacionando desenvolvimento pessoal, qualidade de cuidados e competências profissionais. Tentámos problematizar as experiências supervisivas partindo de teorias sócio-culturais e bio-ecológicas. Os participantes do estudo referiram que há necessidade de formalizar o sistema de supervisão clínica em enfermagem, evitando relacionálo com o sistema de supervisão de gestão. São apresentados e discutidos diversos subsídios para o desenvolvimento do sistema de supervisão clínica em enfermagem, no hospital.