Real Time Big Data Analytics Dependence on Network Monitoring Solutions using Tensor Networks and its Decomposition

Organizations dealing with huge volumes of data must have a big data infrastructure in place that can accommodate the load of storing, analysing and transporting the data. Suboptimal network performance represents a potential point of failure. Therefore, it is essential to implement redundancy and/or a fail over strategy in order to minimize downtime. With network monitoring, we come to know the status of everything on the network without having to watch it personally and be able to take the timely action to correct problems. But to the extent that companies increase their reliance on real-time streams of marketing and performance big data, the network will become a central part of big data application performance. This is why incorporating network monitoring should be on the company's big data road map if we anticipate using live streaming and analytics of big data in business applications. Keywords: Big Data analytics, suboptimal network performance, network monitoring, live streaming, WAN Management, Network Application Performance Management, Tensor Network

Medical radiation countermeasures for nuclear and radiological emergencies: Current status and future perspectives

Nuclear and radiological emergencies (NREs) occurred globally and recent incidences in India are indicating toward the need for comprehensive medical preparedness required both at incident site and hospitals. The enhanced threat attributed toward insurgency is another causative factor of worry. The response capabilities and operational readiness of responders (both health and non-health service providers) in contaminated environment need to be supported by advancement in R & D and technological efforts to develop prophylactics and radiation mitigators. It is essential to develop phase 1 alternatives of such drugs for unseen threats as a part of initial preparedness. At the incident site and hospital level, external decontamination procedures need to be standardized and supported by protective clothing and Shudika kits developed by INMAS. The medical management of exposure requires systematic approach to perform triage, resuscitation and curative care. The internal contamination requires decorporation agents to be administered based on procedural diagnostics. Various key issues pertaining to policy decisions, R & D promotion, community awareness, specialized infrastructure for NREs preparedness has been discussed. The present review is an attempt to provide vital information about the current status of various radiation countermeasures and future perspective(s) ahead

Sex differences in the association between neck circumference and asthma.

INTRODUCTION: The association between obesity and asthma control/quality of life commonly relies on body mass index (BMI) as the anthropomorphic measure. Due to limitations of BMI and the existence of alternative measures, such as neck circumference (NC), we examined the association between NC and asthma control/quality of life, with particular attention to male–female differences MATERIALS AND METHODS: The AsthMaP-2 Project is an observational study of youth with physician–diagnosed asthma. NC was stratified according to age- and sex-specific cutoffs and associated with asthma control (via Asthma Control Test [ACT]) and quality of life (via Integrated Therapeutics Group [ITG]—Asthma Short Form) RESULTS: The mean±SD age was 11.9±3.6 years, and 53% were male (N=116). The mean BMI percentile was at the 71±28 percentile. Thirty-one participants (27%) met criteria for high NC. Males with high NC had significantly worse asthma control (P =0.02) and lower quality of life than those with low NC. No similar association was found for females and the proportion of variability in ACTand ITG was best explained by BMI percentile. Conversely, for males, the proportion of variability in these scores explained by NC was larger than BMI percentile alone (Cohen’s f(2) =0.04–0.09, a small to medium effect size) DISCUSSION: Among male youth with asthma, combined use of NC and BMI percentile explained asthma control and quality of life better than BMI alone. Future studies of asthma should include measurement of NC and other anthropogenic measures of regional adiposity to clarify sex differences in asthma