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Recurso na Internet em Português | LIS - Localizador de Informação em Saúde, LIS-fiocruz-SI | ID: lis-LISBR1.1-46795


Busca incentivar novos "correspondentes indígenas" no Brasil, faz com que possamos construir uma comunicação colaborativa muito mais forte, isso comparada as mídias tradicionais de Rádio e TV em ambiente web. A grade de programação possui programas informativos e educativos que trazem para o público um pouco da realidade indígena do Brasil. Desfazendo antigos esteriótipos e preconceitos ocasionados pela falta de informação especializada em veículos de comunicação não indígenas. Nossa programação está online 24h e apresenta conteúdo diversificado, músicas, entrevistas, poesias, depoimentos, mensagens e debates.

Meios de Comunicação de Massa/tendências , Redes de Comunicação de Computadores , Webcasts , Cultura Indígena
Opt Express ; 27(17): 24082-24092, 2019 Aug 19.
Artigo em Inglês | MEDLINE | ID: mdl-31510302


This paper investigates the performance of the neural network (NN) assisted motion detection (MD) over an indoor optical camera communication (OCC) link. The proposed study is based on the performance evaluation of various NN training algorithms, which provide efficient and reliable MD functionality along with vision, illumination, data communications and sensing in indoor OCC. To evaluate the proposed scheme, we have carried out an experimental investigation of a static indoor downlink OCC link employing a mobile phone front camera as the receiver and an 8 × 8 red, green and blue light-emitting diodes array as the transmitter. In addition to data transmission, MD is achieved using a camera to observe user's finger movement in the form of centroids via the OCC link. The captured motion is applied to the NN and is evaluated for a number of MD schemes. The results show that, resilient backpropagation based NN offers the fastest convergence with a minimum error of 10-5 within the processing time window of 0.67 s and a success probability of 100 % for MD compared to other algorithms. We demonstrate that, the proposed system with motion offers a bit error rate which is below the forward error correction limit of 3.8 × 10-3, over a transmission distance of 1.17 m.

Redes de Comunicação de Computadores , Movimento (Física) , Fenômenos Ópticos , Fotografação , Algoritmos
Sensors (Basel) ; 19(17)2019 Sep 02.
Artigo em Inglês | MEDLINE | ID: mdl-31480709


Internet of Things (IoT)-based automation of agricultural events can change the agriculture sector from being static and manual to dynamic and smart, leading to enhanced production with reduced human efforts. Precision Agriculture (PA) along with Wireless Sensor Network (WSN) are the main drivers of automation in the agriculture domain. PA uses specific sensors and software to ensure that the crops receive exactly what they need to optimize productivity and sustainability. PA includes retrieving real data about the conditions of soil, crops and weather from the sensors deployed in the fields. High-resolution images of crops are obtained from satellite or air-borne platforms (manned or unmanned), which are further processed to extract information used to provide future decisions. In this paper, a review of near and remote sensor networks in the agriculture domain is presented along with several considerations and challenges. This survey includes wireless communication technologies, sensors, and wireless nodes used to assess the environmental behaviour, the platforms used to obtain spectral images of crops, the common vegetation indices used to analyse spectral images and applications of WSN in agriculture. As a proof of concept, we present a case study showing how WSN-based PA system can be implemented. We propose an IoT-based smart solution for crop health monitoring, which is comprised of two modules. The first module is a wireless sensor network-based system to monitor real-time crop health status. The second module uses a low altitude remote sensing platform to obtain multi-spectral imagery, which is further processed to classify healthy and unhealthy crops. We also highlight the results obtained using a case study and list the challenges and future directions based on our work.

Agricultura/métodos , Tecnologia sem Fio , Redes de Comunicação de Computadores , Produtos Agrícolas , Humanos , Tecnologia de Sensoriamento Remoto
Sensors (Basel) ; 19(17)2019 Aug 26.
Artigo em Inglês | MEDLINE | ID: mdl-31454909


Current medical facilities usually lead to a very high cost especially for developing countries, rural areas and mass casualty incidents. Therefore, advanced electronic health systems are gaining momentum. In this paper, we first compared our novel off the shelf experimental wired Body Sensor Networks (BSN), that is, Digital First Aid (DigiAID) with the existing commercial product called as Hexoskin. We showed the viability of DigiAID through extensive real measurements during daily activities by both male and females. It was found that the major hurdle was wires to be worn by the subjects. Accordingly, we proposed and characterized the wireless DigiAID platform for wireless BSN (WBSN). Understanding the effect of body movements on wireless data transmission in WBSN is also of major importance. Therefore, this paper comprehensively evaluates and analyzes the impact of body movements, (a) to ensure transmission of data at different radio power levels and (b) its impact on the topology of the WBSN. Based on this we have proposed a dynamic power control algorithm that adapts the transmitting power according to the packet reception in an energy efficient manner. The results show that we have achieved substantial power savings at various nodes attached to the human body.

Técnicas Biossensoriais , Corpo Humano , Monitorização Fisiológica , Algoritmos , Redes de Comunicação de Computadores , Feminino , Humanos , Masculino , Dispositivos Eletrônicos Vestíveis , Tecnologia sem Fio
Stud Health Technol Inform ; 264: 509-511, 2019 Aug 21.
Artigo em Inglês | MEDLINE | ID: mdl-31437975


There are IEEE 11073 standards for foundational, structural, and semantic point-of-care medical device interoperability, but the first devices with this interface have yet to enter the market. One of the missing pieces for implementation and approval are Device Specialisations that specify how to use information and service models to represent a specific type of device on the network. Required and optional metrics need to be standardised as well as nomenclature terms, units of measure, and extension points. Finally, device-to-device interaction at runtime has to be defined for automatic verification during testing and approval. Applications include C-arm fluoroscopes used in different clinical settings.

Redes de Comunicação de Computadores
RECIIS (Online) ; 13(2): 381-390, abr.-jun. 2019. ilus
Artigo em Inglês | LILACS | ID: biblio-1005635


This study aims to assess the quality of online health information about gamete donation based on a quantitative analysis of websites from fertility-clinics in Portugal. All websites providing information about gamete donation were comprehensively screened in June 2017. The reliability and usability of 43 webpages were assessed through the Website Information Evaluation Instrument from the Office of Disease Prevention and Health Promotion (ODPHP). None of the webpages met the purpose, content development, and updating criteria set by the ODPHP. Several shortcomings were observed: limited accessibility for users with disabilities, lack of simplified user experiences and easy search functionality, and lack of users' interaction with content. The quality of online information on gamete donation in fertility-clinics' websites requires improvement to become user-friendly. The development of specific guidelines and periodic evaluations of these websites using sensitive instruments, merging quantitative and qualitative assessments, is required to guarantee the quality of information that aims to improve reproductive health literacy through people-centered communication.

Este estudo pretende avaliar a qualidade da informação online sobre doação de gametas em sites de clínicas de fertilidade em Portugal. Todos os sites com informação sobre doação de gametas foram escrutinados em junho de 2017. A confiabilidade e usabilidade de 43 páginas web foram avaliadas usando o instrumento Website Information Evaluation do Office of Disease Prevention and Health Promotion. Nenhuma página cumpriu os critérios de propósito, desenvolvimento e atualização de conteúdo. Encontraram-se várias lacunas na usabilidade: acessibilidade limitada para usuários com incapacidade, falta de clareza e de simplicidade de utilização, e impossibilidade de interagir com os conteúdos. Importa melhorar a qualidade da informação online sobre doação de gametas em clínicas de fertilidade, tornando-a mais amigável para o usuário. É necessário desenvolver guias específicos e avaliar periodicamente estes sites, usando instrumentos sensíveis que contemplem análises quantitativas e qualitativas, garantindo a sua qualidade para promover literacia em saúde reprodutiva através da comunicação centrada nas pessoas.

Este estudio evaluó la calidad de la información sobre la donación de gametos en sitios web de clínicas-defertilidad. Todos los sitios web de clínicas en Portugal fueron examinados (junio 2017). La confiabilidad y usabilidad de 43 páginas web fueron evaluadas con el Website Information Evaluation do Office of Disease Prevention and Health Promotion. Ninguna de las páginas cumplió con los criterios de propósito, desarrollo de contenido y actualización. Se observaron deficiencias: accesibilidad limitada para los usuarios con discapacidades, falta de una experiencia del usuario simplificada y baja funcionalidad de búsqueda fácil, y falta de interacción de los usuarios con el contenido. Importa mejorar la calidad de la información online sobre la donación de gametos en clínicas de fertilidad, para convertirse en fácil de usar. Es necesario el desarrollo de guías específicas y evaluaciones periódicas de los sitios web, utilizando instrumentos sensibles que combinen evaluaciones cuantitativas y cualitativas, promoviendo la alfabetización en salud reproductiva.

Humanos , Educação de Pacientes como Assunto , Internet , Atenção à Saúde , ISO 9000 , Informação de Saúde ao Consumidor , Concepção de Doadores , Portugal , Redes de Comunicação de Computadores , Obtenção de Tecidos e Órgãos , Comunicação , Fertilidade , Saúde Reprodutiva
Rev. bioét. derecho ; (46): 101-116, jul. 2019.
Artigo em Espanhol | IBECS | ID: ibc-184854


El presente estudio tiene por objeto demostrar la relevancia, pertinencia, urgencia y necesidad de la Distributed Ledger Technology, específicamente el Blockchain, como medio de prueba en el derecho procesal civil. Siendo una garantía constitucional el derecho a la producción de prueba, demostraremos la inevitabilidad de admisión de ese tipo de prueba en el Derecho. En consecuencia, debido a la ausencia de previsión legislativa expresa sobre la admisibilidad de dicha tecnología en el derecho probatorio, tomaremos como base los estudios de Barbosa Moreira sobre pruebas atípicas para constatar una posible adecuación de esa prueba a esta clasificación

The present study aims to demonstrate the relevance, pertinence, urgency and necessity of Distributed Ledger Technology (DLT), specifically Blockchain, as evidence in civil procedural law. As the right to produce evidence is a constitutional guarantee, it will be demonstrated the inevitability of admission of this type of evidence in law. Consequently, due to the lack of explicit legislative provision on the admissibility of this technology in the evidentiary law, Barbosa Moreira's studies on atypical evidence will be taken as a basis to verify a possible adequacy of this evidence to this classification

El present estudi té per objecte demostrar la rellevància, pertinència, urgència i necessitat de la Distributed Ledger Technology o tecnologia de registre distribuït, específicament la Blockchain, com mig de prova en el dret processal civil. Sent una garantia constitucional el dret a la producció de prova, demostrarem la inevitabilitat d'admissió d'aquest tipus de prova en el Dret. En conseqüència, a causa de l'absència de previsió legislativa expressa sobre l'admissibilitat d'aquesta tecnologia en el dret probatori, prendrem com a base els estudis de Barbosa Moreira sobre proves atípiques per a constatar una possible adequació d'aquesta prova a aquesta classificació

Humanos , Big Data , Segurança Computacional , Privacidade/legislação & jurisprudência , Redes de Comunicação de Computadores , Confidencialidade/legislação & jurisprudência
Rev. bioét. derecho ; (46): 117-131, jul. 2019.
Artigo em Português | IBECS | ID: ibc-184855


O surgimento de novos softwares baseados em tecnologia blockchainlançam novas perguntas ao novo RGPD, criticado por ter sido criado tendo apenas em vista realidades virtuais centralizadas de controlo de dados. Apesar de quer o RGPD, quer o blockchaindesejarem objetivos comuns, como o aumento da transparência e da confiança na troca de dados online, a verdade é que em vários aspetos os desentendimentos entre ambos são reais: certas noções, como a de responsável pelo tratamento ou subcontratante, dificilmente se adequam; certos direitos, como o direito ao esquecimento ou à transferência de dados, correm o risco de perder conteúdo útil; ou mesmo certos princípios, como o da limitação de tratamento, dificilmente se compatibilizam com esta nova tecnología

La creación y el surgimiento de nuevos programas informáticos basados en la tecnología blockchain desafían el reciente GDPR con nuevas cuestiones, ya que se le critica tener en cuenta sólo las realidades virtuales basadas en el control centralizado de datos. A pesar de que tanto el RGDP como la blockchain comparten intereses comunes para aumentar la transparencia y la confianza en el intercambio de datos en línea, lo cierto es que, en varios aspectos, los malentendidos entre ambos son reales: algunas nociones como la de controlador o procesador de datos, son poco adecuadas; ciertos derechos, como el derecho al olvido o el derecho a la portabilidad de los datos corren el riesgo de perder su aplicación; o incluso ciertos principios, como la minimización de datos, son difícilmente compatibles con esta nueva tecnología

La creació i el sorgiment de nous programes informàtics basats en la tecnologia blockchain desafien el recent GDPR amb noves qüestions, ja que se li critica tenir en compte només les realitats virtuals basades en el control centralitzat de dades. A pesar que tant el RGDP com la blockchain comparteixen interessos comuns per a augmentar la transparència i la confiança en l'intercanvi de dades en línia, la veritat és que, en diversos aspectes, els malentesos entre tots dos són reals: algunes nocions com la de controlador o processador de dades, són poc adequades; certs drets, com el dret a l'oblit o el dret a la portabilitat de les dades corren el risc de perdre la seva aplicació; o fins i tot certs principis, com la minimització de dades, són difícilment compatibles amb aquesta nova tecnología

The creation and emergence of new software based on blockchain technology challenge the recent GDPR to new questions, as it is severely criticized for bearing in mind only virtual realities based on centralized data control. Despite both RGDP and blockchain share common interests in increasing transparency and confidence in online data exchange, the truth is that in several ways misunderstandings between the two are real: certain notions, such as data controller or processor, hardly adequate; certain rights, such as right to be forgotten or the right to data portability risk losing their enforcement; or even certain principles, such as data minimization, are hardly compatible with this new technology

Software/ética , Software/legislação & jurisprudência , Confidencialidade , Segurança Computacional/legislação & jurisprudência , Redes de Comunicação de Computadores , Redes de Comunicação de Computadores/legislação & jurisprudência , Curadoria de Dados/ética , Processamento Eletrônico de Dados/ética , Processamento Eletrônico de Dados/legislação & jurisprudência
Int J Med Inform ; 128: 46-52, 2019 08.
Artigo em Inglês | MEDLINE | ID: mdl-31160011


OBJECTIVE: To develop methods for measuring electronic communication networks in virtual care teams using electronic health records (EHR) access-log data. METHODS: For a convenient sample of 100 surgical colorectal cancer patients, we used time-stamped EHR access-log data extracted from an academic medical center's EHR system to construct communication networks among healthcare professionals (HCPs) in each patient's virtual care team. We measured communication linkages between HCPs using the inverse of the average time between access events in which the source HCPs sent information to and the destination HCPs retrieved information from the EHR system. Social network analysis was used to examine and visualize communication network structures, identify principal care teams, and detect meaningful structural differences across networks. We conducted a non-parametric multivariate analysis of variance (MANOVA) to test the association between care teams' communication network structures and patients' cancer stage and site. RESULTS: The 100 communication networks showed substantial variations in size and structures. Principal care teams, the subset of HCPs who formed the core of the communication networks, had higher proportions of nurses, physicians, and pharmacists and a lower proportion of laboratory medical technologists than the overall networks. The distributions of conditional uniform graph quantiles suggested that our network-construction technique captured meaningful underlying structures that were different from random unstructured networks. MANOVA results found that the networks' topologies were associated with patients' cancer stage and site. CONCLUSIONS: This study demonstrates that it is feasible to use EHR access-log data to measure and examine communication networks in virtual care teams. The proposed methods captured salient communication patterns in care teams that were associated with patients' clinical differences.

Comunicação , Redes de Comunicação de Computadores/organização & administração , Registros Eletrônicos de Saúde/estatística & dados numéricos , Pessoal de Saúde/normas , Equipe de Assistência ao Paciente/organização & administração , Atenção Primária à Saúde/organização & administração , Telemedicina/organização & administração , Humanos
PLoS One ; 14(5): e0217631, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31150473


The software-defined networking (SDN) paradigm has simplified the management of computer networks by decoupling data and control planes. Moreover, the separation of the data and control planes has transitioned network complexity from traditional devices to controllers; therefore, controllers have become indispensable entities in SDN. Controllers have multiple features and direct the network from a central point and respond to updates to topological changes. However, the supportive capability of these features is strong in one controller but weak in another. Due to several controllers and each controller having a set of features, selecting an optimal SDN controller can be considered to be a multi-criteria decision-making (MCDM) problem. Herein, a two-step approach is proposed for SDN controller selection. First, the controllers are ranked with analytical network process (ANP) according to their qualitative features which influence the performance of these controllers and then a performance comparison is performed to check for the QoS improvement. The controller with a high-weight value from the feature-based comparison is quantitatively analysed by experimental analysis. The main contribution of this paper is checking the applicability of the ANP for controller selection in SDN considering its features and performance analysis in real-world Internet and Brite topologies. The simulation results show that the controller computed through the proposed approach outperforms the controller selected with existing approaches. The selection of an optimum controller with ANP results in a reduction of topology discovery time and delay in the normal and traffic load scenario. Similarly, an increase in throughput with a reasonable utilization of the central processing unit (CPU) is observed for the proposed controller.

Redes de Comunicação de Computadores , Internet , Software , Interface Usuário-Computador , Algoritmos , Computação em Nuvem , Humanos , Registros , Projetos de Pesquisa
Sensors (Basel) ; 19(12)2019 Jun 18.
Artigo em Inglês | MEDLINE | ID: mdl-31216666


The random placement of a large-scale sensor network in an outdoor environment often causes low coverage. In order to effectively improve the coverage of a wireless sensor network in the monitoring area, a coverage optimization algorithm for wireless sensor networks with a Virtual Force-Lévy-embedded Grey Wolf Optimization (VFLGWO) algorithm is proposed. The simulation results show that the VFLGWO algorithm has a better optimization effect on the coverage rate, uniformity, and average moving distance of sensor nodes than a wireless sensor network coverage optimization algorithm using Lévy-embedded Grey Wolf Optimizer, Cuckoo Search algorithm, and Chaotic Particle Swarm Optimization. The VFLGWO algorithm has good adaptability with respect to changes of the number of sensor nodes and the size of the monitoring area.

Técnicas Biossensoriais , Monitoramento Ambiental , Tecnologia sem Fio , Algoritmos , Redes de Comunicação de Computadores , Humanos
BMJ Health Care Inform ; 26(1): 1-4, 2019 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-31039127


OBJECTIVE: An intranet portal that combines cost-free, open-source software technology with easy set-up features can be beneficial for daily hospital processes. We describe the short-term adoption rates of a costless content management system (CMS) in the intranet of a tertiary Greek hospital. DESIGN: Dashboard statistics of our CMS platform were the implementation assessment of our system. RESULTS: In a period of 10 months of running the software, the results indicate the employees overcame 'Resistance to Change' status. The average growth rate of end users who exploit the portal services is calculated as 2.73 every 3.3 months. CONCLUSION: We found our intranet web-based portal to be acceptable and helpful so far. Exploitation of an open-source CMS within the hospital intranet can influence healthcare management and the employees' way of working as well.

Redes de Comunicação de Computadores/organização & administração , Assistência à Saúde , Sistemas de Informação Hospitalar , Portais do Paciente , Humanos , Inovação Organizacional
BMC Med Inform Decis Mak ; 19(1): 97, 2019 05 10.
Artigo em Inglês | MEDLINE | ID: mdl-31077222


BACKGROUND: Mobile health (MH) technologies including clinical decision support systems (CDSS) provide an efficient method for patient monitoring and treatment. A mobile CDSS is based on real-time sensor data and historical electronic health record (EHR) data. Raw sensor data have no semantics of their own; therefore, a computer system cannot interpret these data automatically. In addition, the interoperability of sensor data and EHR medical data is a challenge. EHR data collected from distributed systems have different structures, semantics, and coding mechanisms. As a result, building a transparent CDSS that can work as a portable plug-and-play component in any existing EHR ecosystem requires a careful design process. Ontology and medical standards support the construction of semantically intelligent CDSSs. METHODS: This paper proposes a comprehensive MH framework with an integrated CDSS capability. This cloud-based system monitors and manages type 1 diabetes mellitus. The efficiency of any CDSS depends mainly on the quality of its knowledge and its semantic interoperability with different data sources. To this end, this paper concentrates on constructing a semantic CDSS based on proposed FASTO ontology. RESULTS: This realistic ontology is able to collect, formalize, integrate, analyze, and manipulate all types of patient data. It provides patients with complete, personalized, and medically intuitive care plans, including insulin regimens, diets, exercises, and education sub-plans. These plans are based on the complete patient profile. In addition, the proposed CDSS provides real-time patient monitoring based on vital signs collected from patients' wireless body area networks. These monitoring include real-time insulin adjustments, mealtime carbohydrate calculations, and exercise recommendations. FASTO integrates the well-known standards of HL7 fast healthcare interoperability resources (FHIR), semantic sensor network (SSN) ontology, basic formal ontology (BFO) 2.0, and clinical practice guidelines. The current version of FASTO includes 9577 classes, 658 object properties, 164 data properties, 460 individuals, and 140 SWRL rules. FASTO is publicly available through the National Center for Biomedical Ontology BioPortal at . CONCLUSIONS: The resulting CDSS system can help physicians to monitor more patients efficiently and accurately. In addition, patients in rural areas can depend on the system to manage their diabetes and emergencies.

Ontologias Biológicas , Sistemas de Apoio a Decisões Clínicas , Telemedicina , Redes de Comunicação de Computadores , Registros Eletrônicos de Saúde , Humanos , Armazenamento e Recuperação da Informação , Semântica
Sensors (Basel) ; 19(9)2019 May 08.
Artigo em Inglês | MEDLINE | ID: mdl-31072068


Aiming at the problems of low data fusion precision and poor stability in greenhouse wireless sensor networks (WSNs), a multi-sensor data fusion algorithm based on trust degree and improved genetics is proposed. The original data collected by the sensor nodes are sent to the gateway through the sink node, and data preprocessing based on cubic exponential smoothing is performed at the gateway to eliminate abnormal data and noise data. In fuzzy theory, the range of membership functions is determined, according to this feature, the data fusion algorithm based on exponential trust degree is used to fuse the smooth data to avoid the absolute degree of mutual trust between data. In this paper, we have improved the crossover and mutation operations in the standard genetic algorithm, the variation is separated from the intersection, the chaotic sequence is used to determine the intersection, and the weakest single-point intersection is implemented to improve the convergence accuracy of the algorithm, weaken and avoid jitter problems during optimization. The chaotic sequence is used to mutate multiple genes in the chromosome to avoid premature algorithm maturity. Finally, the improved genetic algorithm is used to optimize the fusion estimation value. The experimental results show that the cubic exponential smoothing can significantly reduce the data fluctuation and improve the stability of the system. Compared with the commonly used data fusion algorithms such as arithmetic average method and adaptive weighting method, the data fusion algorithm based on trust degree and improved genetics has higher fusion precision. At the same time, the execution time of the algorithm is greatly reduced.

Algoritmos , Coleta de Dados , Tecnologia sem Fio/instrumentação , Redes de Comunicação de Computadores
Crit Care Clin ; 35(3): 427-438, 2019 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-31076043


Tele-ICU improves access to high-quality critical care using a variety of information technology (IT) solutions. Recent advances in computing and telecommunications have expanded telemedicine programs nationwide. This review covers the basic principles of delivery models, technological needs, cybersecurity, health IT standards, and interoperability required for a Tele-ICU system. This will enable a better definition of Tele-ICU platforms and build robust programs.

Unidades de Terapia Intensiva , Informática Médica , Telemedicina , Redes de Comunicação de Computadores , Registros Eletrônicos de Saúde , Humanos
Sensors (Basel) ; 19(10)2019 May 18.
Artigo em Inglês | MEDLINE | ID: mdl-31109073


The Operating Room (OR) plays an important role in delivering vital medical services to patients in hospitals. Such environments contain several medical devices, equipment, and systems producing valuable information which might be combined for biomedical and surgical workflow analysis. Considering the sensibility of data from sensors in the OR, independently of processing and network loads, the middleware that provides data from these sensors have to respect applications quality of service (QoS) demands. In an OR middleware, there are two main bottlenecks that might suffer QoS problems and, consequently, impact directly in user experience: (i) simultaneous user applications connecting the middleware; and (ii) a high number of sensors generating information from the environment. Currently, many middlewares that support QoS have been proposed by many fields; however, to the best of our knowledge, there is no research on this topic or the OR environment. OR environments are characterized by being crowded by persons and equipment, some of them of specific use in such environments, as mobile x-ray machines. Therefore, this article proposes QualiCare, an adaptable middleware model to provide multi-level QoS, improve user experience, and increase hardware utilization to middlewares in OR environments. Our main contributions are a middleware model and an orchestration engine in charge of changing the middleware behavior to guarantee performance. Results demonstrate that adapting middleware parameters on demand reduces network usage and improves resource consumption maintaining data provisioning.

Técnicas Biossensoriais , Salas Cirúrgicas , Tecnologia sem Fio , Redes de Comunicação de Computadores , Humanos , Qualidade da Assistência à Saúde , Software
Math Biosci Eng ; 16(4): 2906-2926, 2019 04 10.
Artigo em Inglês | MEDLINE | ID: mdl-31137242


With the rapid growth of big data and network information, it is particularly important to perform information query and intelligent analysis on unstructured massive data in large-scale complex systems. The existing methods of directly collating, sorting, summarizing, and storing retrieval of documents cannot meet the needs of information management and rapid retrieval of massive data. This paper takes the standardized storage, effective extraction and standardized database construction of massive resume information in social large-scale complex systems as an example, and proposes a massive information query and intelligent analysis method. The method utilizes the semi-structured features of the resume document, constructs the extraction rule model of various resume data to extract the massive resume information. On the basis of HBase distributed storage, with the help of parallel computing technology to optimize the storage and query efficiency, which ensures the intelligent analysis and retrieval of massive resume information. The experimental results show that this method not only greatly improves the extraction accuracy and recall rate of resume information data, but also compared with the traditional methods, there are obvious improvements in the three aspects of massive information retrieval methods, query usage efficiency, and the intelligent analysis of complex systems.

Big Data , Armazenamento e Recuperação da Informação , Algoritmos , Inteligência Artificial , Redes de Comunicação de Computadores , Mineração de Dados , Bases de Dados Factuais , Humanos , Candidatura a Emprego , Conceitos Matemáticos