Optimizing the cloud data center availability empowered by surrogate models

Making data centers highly available remains a challenge that must be considered since the design phase. The problem is selecting the right strategies and components for achieving this goal given a limited investment. Furthermore, data center designers currently lack reliable specialized tools to accomplish this task. In this paper, we disclose a formal method that chooses the components and strategies that optimize the availability of a data center while considering a given budget as a constraint. For that, we make use of stochastic models to represent a cloud data center infrastructure based on the TIA-942 standard. In order to improve the computational cost incurred to solve this optimization problem, we employ surrogate models to handle the complexity of the stochastic models. In this work, we use a Gaussian process to produce a surrogate model for a cloud data center infrastructure and we use three derivative-free optimization algorithms to explore the search space and to find optimal solutions. From the results, we observe that the Differential Evolution (DE) algorithm outperforms the other tested algorithms, since it achieves higher availability with a fair usage of the budget

Humoral immune response of buffalo heifers (Bubalus bubalis) vaccinated with B19 strain of Brucella abortus

RESUMO: A brucelose se encontra distribuída mundialmente. No Brasil apresenta maior prevalência para a espécie Brucella abortus que apesar de ser endêmica, encontra-se distribuída de forma heterogênea entre as diferentes regiões do Brasil. O presente estudo teve por objetivo avaliar a resposta imune humoral de bezerras bubalinas criadas na Mesorregião do Médio Amazonas, vacinadas com a cepa B19 de B. abortus na idade preconizada pelo Programa Nacional de Controle e Erradicação da Brucelose e Tuberculose (PNCEBT). Os animais selecionados foram 36 fêmeas (grupo teste) e 6 machos (grupo controle) com idades entre 3-8 meses. No dia 0 foi realizada a colheita de sangue em todos os animais, em seguida as fêmeas receberam vacina comercial com amostra B19 em dose padrão, com posteriores coletas de sangue ate aos 390 dias. Os soros sanguíneos foram avaliados nas provas de soro aglutinação: Antígeno Acidificado Tamponado - AAT e 2- Mercaptoetanol - 2ME. Os resultados para todas as amostras coletas no dia 0 apresentaram resultado negativo na reação. Aos 30 e 60 dias todas as fêmeas apresentaram 100% de reação na prova AAT e titulação de 200, iniciando o declínio da reação aos 90 dias nas duas provas. Durante o estudo um animal se mante reativo nas duas provas até 360 dias e, somente aos 390 dias 100% das fêmeas obtiveram reação negativa nas duas provas, durante todo o estudo os machos foram não reativos. A vacinação mostrou-se eficaz para a imunização, sendo uma ferramenta importante na profilaxia da brucelose na espécie estudada, bem como as provas aplicadas para o diagnostico dessa enfermidade em búfalos a nível regional

Second Mesiobuccal Root Canal of Maxillary First Molars in a Brazilian Population in High-Resolution Cone-Beam Computed Tomography

Introduction: The second canal of the mesiobuccal root (MB2) of the maxillary first molars (MFM) is difficult to detect in conventional radiographs and can be a major cause of failure in endodontic treatments. The aim of this study was to investigate the prevalence and anatomy of the MB2 by using high-resolution cone-beam computed tomography (CBCT). Methods and Materials: Three radiologists examined 414 high-resolution CBCTs. Of these, the CBCTs of 287 patients (mean age 49.43±16.76) who had at least one MFM were selected, making a total of 362 teeth. Prevalence and its relation with gender and age of the patients, side of the tooth, and Vertucci’s classification were analyzed. Data were statistically analyzed (P<0.05). Results: A total of 68.23% of the teeth exhibited the MB2. The presence of the MB2 was equivalent in both genders and significantly higher in younger patients. There was no correlation between the presence of the MB2 in relation to both the sides of the MFM and the FOV size. Smaller FOV recognized higher Vertucci’s grades. Conclusions: It was concluded that the prevalence of the MB2 canal in maxillary first molars in this Brazilian population examined with high-resolution CBTCs is 68.23%, being more prevalent in young patients. Gender and the side examined are no factors for determining the presence of MB2. Although the both FOVs of the high-resolution CBTCs (FOV 8 and 5) detect the MB2 canal, smaller FOV (FOV 5) is more accurate in the analysis of the internal anatomy of such root canals, according to the Vertucci´s classification.Keywords: Cone-beam Computed Tomography; High Resolution; Maxillary First Molar ; Mesiobuccal Root; High Resolutio

An insight into the synthesis of cationic porphyrin-imidazole derivatives and their photodynamic inactivation efficiency against Escherichia coli

New porphyrin-imidazole derivatives were synthesised by Radziszewski reaction between 2-formyl-5,10,15,20-tetraphenylporphyrin 1 and several (hetem)aromatic 1,2-diones, which after cationization afforded promising monocationic photosensitizers 3a-d. Singlet oxygen studies have demonstrated that all the cationic porphyrin-imidazole conjugates 3a-d were capable to produce cytotoxic species. These photosensitizers were able to photoinactivate Eschericha coli and their inactivation profile was improved in the presence of KI.The authors are grateful to University of Aveiro and FCT/MCT for the financial support for QOPNA research Unit (FCT UID/QUI/00062/2019), the LAQV-REQUIMTE (UIDB/50006/2020), CESAM (UID/AMB/50017/2019) and CQUM (QUI/UI0686/2018) through national founds and, where applicable, co-financed by the FEDER, within the PT2020 Partnership Agreement, and to the Portuguese NMR Network. The research contract of N.M.M. Moura (REF.-048-88-ARH/2018) is funded by national funds (OE), through FCT - Fundacao para a Ciencia e a Tecnologia, I.P., in the scope of the framework contract foreseen in the numbers 4, 5 and 6 of the article 23, of the Decree-Law 57/2016, of August 29, changed by Law 57/2017, of July 19

Neuromuscular electrical stimulation improves exercise tolerance in patients with advanced heart failure on continuous intravenous inotropic support userandomized controlled trial

Objective: To evaluate the impact of a short-term neuromuscular electrical stimulation program on exercise tolerance in hospitalized patients with advanced heart failure who have suffered an acute decompensation and are under continuous intravenous inotropic support. Design: A randomized controlled study. Subjects: Initially, 195 patients hospitalized for decompensated heart failure were recruited, but 70 were randomized. Intervention: Patients were randomized into two groups: control group subject to the usual care (n=35)neuromuscular electrical stimulation group (n=35) received daily training sessions to both lower extremities for around two weeks. Main measures: The baseline 6-minute walk test to determine functional capacity was performed 24hours after hospital admission, and intravenous inotropic support dose was daily checked in all patients. The outcomes were measured in two weeks or at the discharge if the patients were sent back home earlier than two weeks. Results: After losses of follow-up, a total of 49 patients were included and considered for final analysis (control group, n=25 and neuromuscular electrical stimulation group, n=24). The neuromuscular electrical stimulation group presented with a higher 6-minute walk test distance compared to the control group after the study protocol (29334.78m vs. 265.8 +/- 48.53m, P<0.001, respectively). Neuromuscular electrical stimulation group also demonstrated a significantly higher dose reduction of dobutamine compared to control group after the study protocol (2.72 +/- 1.72 mu g/kg/min vs. 3.86 +/- 1.61 mu g/kg/min, P=0.001, respectively). Conclusion: A short-term inpatient neuromuscular electrical stimulation rehabilitation protocol improved exercise tolerance and reduced intravenous inotropic support necessity in patients with advanced heart failure suffering a decompensation episode.Univ Fed Sao Paulo, Sao Paulo Hosp, Cardiol & Cardiovasc Surg Discipline, Rua Napoleao de Barros,715,3 Andar, BR-04024002 Sao Paulo, BrazilUniv Fed Sao Carlos, Cardiopulm Physiotherapy Lab, Sao Carlos, BrazilUniv Illinois, Coll Appl Hlth Sci, Dept Phys Therapy, Chicago, IL USAUniv Fed Sao Paulo, Physiotherapy Sch, Dept Human Mot Sci, Sao Paulo, BrazilUniv Fed Sao Paulo, Sao Paulo Hosp, Cardiol & Cardiovasc Surg Discipline, Rua Napoleao de Barros,715,3 Andar, BR-04024002 Sao Paulo, BrazilWeb of Scienc

Pharmaceutical nanotechnology Folic acid-functionalized human serum albumin nanocapsules for targeted drug delivery to chronically activated macrophages

a b s t r a c t Activated synovial macrophages play a key role in Rheumatoid Arthritis (RA). Recent studies have shown that folate receptor beta (FR␤) is specifically expressed by activated macrophages. Therefore a folate-based nanodevice would provide the possibility of delivering therapeutic agents to activated macrophages without affecting normal cells and tissues. This study shows for the first time the sonochemical preparation of HSA nanocapsules avoiding toxic cross linking chemicals and emulsifiers used in other methods. Production of HSA nanocapsules was optimized leading to a diameter of 443.5 ± 9.0 nm and a narrow size distribution indicated by a polydispersity index (PDI) of 0.066 ± 0.080. Nanocapsules were surface modified with folic acid (FA) and the FA content was determined to be 0.38 and 6.42 molecules FA per molecule HSA, depending on the surplus of FA employed. Dynamic light scattering was used to determine size, PDI and zetapotential of the produced nanocapsules before and after surface modification. FA distribution on the surface of HSA nanocapsules was localized three-dimensionally after fluorescence labeling using confocal laser scanning microscopy (CLSM). Furthermore, specific binding and internalization of HSA nanocapsules by FR␤-positive and FR␤-negative macrophages, obtained from human peripheral blood mononuclear cells, was demonstrated by flow cytometry. FR␤-expressing macrophages showed an increased binding for FA-modified capsules compared with those without FA

Neurodevelopment of children exposed intra-uterus by Zika virus: A case series.

The main goal of this manuscript was to investigate the neurodevelopment of children exposed by Zika virus in the intrauterine period who are asymptomatic at birth. Newborns with documented Zika virus exposure during the intrauterine period who were asymptomatic at birth were followed in the first two years of life for neurodevelopment using Bayley III test. Children were classified as having normal or delayed neurodevelopment for age based on most recent Bayley III evaluation results. Eighty-four infants were included in the study. The first Bayley III evaluation was performed at a mean chronological age of 9.7±3.1 month; 13 children (15%) had a delay in one of the three domains, distributed as follow: 10 (12%) in the language domain and 3 (3.5%) in the motor domain. The most recent Bayley III evaluation was performed at a mean age 15.3±3.1 months; 42 children (50%) had a delay in one of the three domains: 4 (5%) in cognition, 31 (37%) in language, and 20 (24%) in motor performance. There were no statistical differences in Gender, Gestational Age, Birth Weight and Head Circurference at birth between children with normal and delayed neurodevelopment for age. A very high proportion of children exposed ZIKV during pregnancy who were asymptomatic at birth demonstrated a delay in neurodevelopment, mainly in the language domain, the first two years of life

Exercise training prior to myocardial infarction attenuates cardiac deterioration and cardiomyocyte dysfunction in rats

OBJECTIVES: The present study was performed to investigate 1) whether aerobic exercise training prior to myocardial infarction would prevent cardiac dysfunction and structural deterioration and 2) whether the potential cardiac benefits of aerobic exercise training would be associated with preserved morphological and contractile properties of cardiomyocytes in post-infarct remodeled myocardium. METHODS: Male Wistar rats underwent an aerobic exercise training protocol for eight weeks. The rats were then assigned to sham surgery (SHAM), sedentary lifestyle and myocardial infarction or exercise training and myocardial infarction groups and were evaluated 15 days after the surgery. Left ventricular tissue was analyzed histologically, and the contractile function of isolated myocytes was measured. Student's t-test was used to analyze infarct size and ventricular wall thickness, and the other parameters were analyzed by the Kruskal-Wallis test followed by Dunn's test or a one-way analysis of variance followed by Tukey's test (

PHYSICAL AND CHEMICAL CHARACTERISTICS AS PARAMETERS FOR QUALITY CONTROL OF PLANT MATERIAL Rhamnus sphaerosperma var. pubescens

A espécie vegetal Rhamnus sphaerosperma var. pubescens, que é nativa no Brasil, apresenta um grande potencial farmacológico por ser enquadrada no gênero Rhamnus, e possui poucos estudos relatam suas propriedades biológicas, e ainda não foram descritos os parâmetros físico-químicos para o controle de qualidade da matéria-prima vegetal desta espécie. Sendo assim, neste trabalho, os parâmetros físico-químicos, como o teor de umidade, cinzas totais e insolúveis em ácido foram determinados pela primeira vez para esta espécie. Também foi realizada a prospecção fitoquímica, que indentificou a presença marcante de compostos antraquinônicos, que podem ser utilizados como marcadores químicos. Análises microquímicas também foram realizadas, e confirmaram características estruturais presentes em caules e folhas, que já haviam sido descritas na literatura em análises morfonatômicas. Os extratos e frações de caules e folhas deste vegetal também não apresentaram toxicidade em métodos preliminares em Artemia salina e hemólise, sendo, de maneira geral, conisderados atóxicos nestes métodos, o que permite a sequência com estudos farmacológicos e toxicológicos que comprovem a segurança e eficácia destes extratos, para a obtenção de medicamentos fitoterápicos.

Language delay was associated with a smaller head circumference at birth in asymptomatic infants prenatally exposed to the Zika virus

Aim Our aim was to analyse 12-month outcomes of children who were prenatally exposed to the Zika virus and asymptomatic at birth. Methods This was an observational, exploratory study of infants exposed to the Zika virus during gestation and born between March 2016 and April 2017 without congenital Zika syndrome. They were followed until the age of 22 months. The outcome measure was neurodevelopment at 12 months of life, which was evaluated with the Bayley Scales of Infant and Toddler Development, Third edition (Bayley-III). The scores were adjusted for maternal education and prematurity. Results A total of 96 infants were included in the study and 35.4% scored below the normal range in at least one Bayley-III domain. The majority (91.2%) of the infants with delayed scores presented with language delay, which was not associated with the gestational age at exposure. Receptive language was more affected by exposure than expressive language (27.0% vs 19.8%). There was a direct, and significant, association between the head circumference Z-score at birth and language delay. Conclusion Language delay was associated with a smaller head circumference at birth in infants prenatally exposed to the Zika virus and born asymptomatic. This may indicate future learning difficulties