Towards a Protocol for the Attachment of Metadata to Service Descriptions and its Use in Semantic Discovery

Service discovery in large scale, open distributed systems is difficult because of the need to filter out services suitable to the task at hand from a potentially huge pool of possibilities. Semantic descriptions have been advocated as the key to expressive service discovery, but the most commonly used service descriptions and registry protocols do not support such descriptions in a general manner. In this paper, we present a protocol, its implementation and an API for registering semantic service descriptions and other task/user-specific metadata, and for discovering services according to these. Our approach is based on a mechanism for attaching structured and unstructured metadata, which we show to be applicable to multiple registry technologies. The result is an extremely flexible service registry that can be the basis of a sophisticated semantically-enhanced service discovery engine, an essential component of a Semantic Grid.

Avoiding the Fog of Crisis: A Protocol for the Proper Domestic Use of the Military

Failure to contemplate and define an appropriate role for the armed forces of the national government in domestic crises of this sort is a serious problem. It is all the more serious now as these potential crises seem to multiply in character and scope. This thesis will explore the history of this problem and its recent implications. It will argue the need for a comprehensive, operational framework, codified in law, which defines the various alternative uses of all emergency services, both civilian and military, and is applicable to “all hazards.” I will attempt to provide a blue-print for what such a framework should look like.

Adaptive, Decentralized, And Real-Time Sampling Strategies For Resource Constrained Hydraulic And Hydrologic Sensor Networks

We discuss the development and performance of a low-power sensor node (hardware, software and algorithms) that autonomously controls the sampling interval of a suite of sensors based on local state estimates and future predictions of water flow. The problem is motivated by the need to accurately reconstruct abrupt state changes in urban watersheds and stormwater systems. Presently, the detection of these events is limited by the temporal resolution of sensor data. It is often infeasible, however, to increase measurement frequency due to energy and sampling constraints. This is particularly true for real-time water quality measurements, where sampling frequency is limited by reagent availability, sensor power consumption, and, in the case of automated samplers, the number of available sample containers. These constraints pose a significant barrier to the ubiquitous and cost effective instrumentation of large hydraulic and hydrologic systems. Each of our sensor nodes is equipped with a low-power microcontroller and a wireless module to take advantage of urban cellular coverage. The node persistently updates a local, embedded model of flow conditions while IP-connectivity permits each node to continually query public weather servers for hourly precipitation forecasts. The sampling frequency is then adjusted to increase the likelihood of capturing abrupt changes in a sensor signal, such as the rise in the hydrograph – an event that is often difficult to capture through traditional sampling techniques. Our architecture forms an embedded processing chain, leveraging local computational resources to assess uncertainty by analyzing data as it is collected. A network is presently being deployed in an urban watershed in Michigan and initial results indicate that the system accurately reconstructs signals of interest while significantly reducing energy consumption and the use of sampling resources. We also expand our analysis by discussing the role of this approach for the efficient real-time measurement of stormwater systems.

Excessiva atividade de remodelamento ventricular sinaliza limitada resposta terapêutica ao manejo agressivo da insuficiência cardíaca avanaçada

Introdução: Níveis de fator de necrose tumoral–alfa (TNF-α), N-peptídeo do pró-colágeno III (PIIINP) e metaloproteinase de matriz –1 (MMP-1), marcadores biológicos de remodelamento ventricular, estão elevados em pacientes com insuficiência cardíaca (IC), talvez refletindo elevadas pressões de enchimento. A correlação destes marcadores com variáveis clínicas e hemodinâmicas permanece pouco compreendida, particularmente no contexto ambulatorial da IC. Objetivo: Avaliar níveis séricos de marcadores biológicos de remodelamento ventricular em pacientes com IC, comparando tratamento guiado por ecocardiografia (ECO), buscando redução de pressões de enchimento, versus tratamento convencional (CLÍNICO), baseado em sinais e sintomas. Métodos: Ensaio clínico randomizado. Pacientes estáveis com IC e fração de ejeção menor do que 40% foram alocados entre os grupos de tratamento e submetidos a ecocardiograma e coletas de sangue no início do estudo e em 180 dias. TNF-α e MMP- 1 foram medidos por ELISA, e PIIINP, por radioimunoensaio. Resultados: Incluiu-se 80 pacientes, com 59 ± 15 anos e fração de ejeção de 26 ± 7%; 25% isquêmicos e 52% masculinos. Houve redução dos marcadores biológicos intragrupos, não havendo diferença entre os tratamentos. No grupo CLÍNICO, os níveis de TNF-α, MMP-1 e PIIINP apresentaram diferenças estatisticamente significativas entre os momentos basal e final (respectivamente, 3,11 ± 2,90 versus 1,24 ± 0,60 pg/mL p < 0,0003; 2,66 ± 1,00 versus 1,16 ± 0,40 ng/mL p < 0,0001; 6,12 ± 2,60 versus 3,89 ± 1,60 μg/L p < 0,0001). De maneira semelhante, tal diferença também foi observada no grupo ECO para os três marcadores (respectivamente, 3,90 ± 4,90 versus 1,40 ± 1,30 pg/mL p < 0,0001; 2,50 ± 0,90 versus 1,09 ± 0,40 ng/mL p < 0,0001; 6,09 ± 2,60 versus 3,50 ± 1,30 μg/L p<0,0001). Ao final da intervenção, no entanto, não foi observada diferença significativa dos valores de TNF-α , MMP-1 e PIIINP entre os dois grupos de tratamento (p = 0,7; p = 0,8; e p = 0,2; respectivamente). A combinação dos valores basais das variáveis biológicas gerou um escore que se associou significativamente com o comportamento final das pressões atrial direita e sistólica da artéria pulmonar. Pacientes com marcadores biológicos basais no quartil 75% mantiveram níveis superiores de pressões atrial direita (13 mmHg; p = 0,034) e sistólica de artéria pulmonar (60 mmHg; p = 0,007) ao final do seguimento. Conclusão: Independente do tratamento alocado, houve redução dos níveis de marcadores biológicos ao final do seguimento; no entanto, níveis basais mais elevados destes marcadores foram preditores de menor redução das pressões em átrio direito e sistólica da artéria pulmonar. Os dados sugerem que indicativos de intenso processo de remodelamento ventricular se associam à progressão da IC e a pressões de enchimento elevadas.

Convex combinations of long memory estimates from different sampling rates

Convex combinations of long memory estimates using the same data observed at different sampling rates can decrease the standard deviation of the estimates, at the cost of inducing a slight bias. The convex combination of such estimates requires a preliminary correction for the bias observed at lower sampling rates, reported by Souza and Smith (2002). Through Monte Carlo simulations, we investigate the bias and the standard deviation of the combined estimates, as well as the root mean squared error (RMSE), which takes both into account. While comparing the results of standard methods and their combined versions, the latter achieve lower RMSE, for the two semi-parametric estimators under study (by about 30% on average for ARFIMA(0,d,0) series).

Programa brasileiro GHG Protocol

Neste documento, retomamos um pouco da história do Programa Brasileiro GHG Protocol nesses cinco anos de atividade, apontando os desafios, os sucessos, as dificuldades e as perspectivas para os próximos cinco anos.