Hybrid Cloud-Based Privacy Preserving Clustering as Service for Enterprise Big Data

Clustering as service is being offered by many cloud service providers. It helps enterprises to learn hidden patterns and learn knowledge from large, big data generated by enterprises. Though it brings lot of value to enterprises, it also exposes the data to various security and privacy threats. Privacy preserving clustering is being proposed a solution to address this problem. But the privacy preserving clustering as outsourced service model involves too much overhead on querying user, lacks adaptivity to incremental data and involves frequent interaction between service provider and the querying user. There is also a lack of personalization to clustering by the querying user. This work “Locality Sensitive Hashing for Transformed Dataset (LSHTD)” proposes a hybrid cloud-based clustering as service model for streaming data that address the problems in the existing model such as privacy preserving k-means clustering outsourcing under multiple keys (PPCOM) and secure nearest neighbor clustering (SNNC) models, The solution combines hybrid cloud, LSHTD clustering algorithm as outsourced service model. Through experiments, the proposed solution is able is found to reduce the computation cost by 23% and communication cost by 6% and able to provide better clustering accuracy with ARI greater than 4.59% compared to existing works

A Study on Big Data Privacy Protection Models using Data Masking Methods

In today’s predictive analytics world, data engineering play a vital role, data acquisition is carried out from various source systems and process as per the business applications and domain. Big Data integrates, governs, and secures big data with repeatable, reliable, and maintainable processes. Through volume, speed, and assortment of information characteristics try to reveal business esteem from enormous information. However, with information that is frequently deficient, conflicting, ungoverned, and unprotected, which is hazardous and enormous information being a risk instead of an advantage. What's more, with conventional methodologies that are manual and unpredictable, huge information ventures take too long to acknowledge business esteem. Reasonably and over and again conveying business esteem from enormous information requires another technique. In this connection, raw data has to be moved between onsite and offshore environment during this course of action, data privacy is a major concern and challenge. A Big Data Privacy platform can make it easier to detect, investigate, assess, and remediate threats from intruders. We tried to do complete study of Big Data Privacy using data masking methods on various data loads and different types. This work will help data quality analyst and big data developers while building the big data applications

Esterase Activity from the Germinated Jatropha curcas Seeds in Different Extraction buffers.

The buffer solution plays a major role in protein stability and activity, thereby making the selection of a buffer to achievemaximum activity for a protein will be a formidable challenge. The present work constitutes an extension of this investigation to esterases from germinated Jatrophacurcas seeds. The 0.1 M NaCl solution, 0.1 M phosphate buffer pH7.0, 0.1 M citrate buffer pH 5.0 and 0.1 M Tris-HCl buffer pH 8.5, 0.1 M NaOH and distill water were used to extract protein from germinated Jatrophacurcas seeds. The esterase activity and specific activity for NaCl solution, phosphatebuffer, citrate buffer, Tris-HCl buffer, NaOH and Distilled water was 9.07, 8.6, 8.2, 6.46, 0.07 and 4.98 μmoles/min/gm and 0.09258, 0.0905, 0.088, 0.0715 0.0003 and 0.081 IU/mg, respectively.The Native-PAGE analysis showed the esterase enzyme activity in different extraction buffer.Among 13 esterase bands, 8 esterolytic bands were major bands (band no 1,3, 6, 7, 8, 11, 12 and 13)and remaining were minor bands.The amount of proteins and esterase activity were found to bethe highest when extracted with 0.1 M NaCl solution

A case of serpentine coronaries and acute myocardial infarction

Microvascular disease is a prominent feature of systemic sclerosis (SSc) and leads to Raynaud’s phenomenon, pulmonary arterial hypertension, and scleroderma renal crisis. The presence of macrovascular disease is less well established, and, in particular, it is not known whether the prevalence of coronary heart disease in SSc is increased. We report a case of SSc who presented with evolved myocardial infarction whose angiogram revealed tortuous coronaries and peripheral arteries. Regional wall motion abnormality was not demonstrated on echocardiography. The microvascular dysfunction and vasospasm of coronaries were responsible for the myocardial infarction

Comparison of clinical profile of urban vs. rural Indian youth with premature coronary artery disease (PCAD): a sub-study of the PCAD registry

Background: We aimed to compare clinical profile of premature coronary artery disease (PCAD) in urban vs. rural Indian populations.Methods: This was a prospective cross-sectional observational multi-centre study. This study is a sub-study of the ongoing PCAD registry. Between the period April 2017 and April 2018, a total of 1061 patients <40 years with PCAD were studied. Urban (n=583) and rural (n=478) populations were statistically compared.Results: Mean age of the urban and rural populations were 34.50±4.15 years and 33.99±4.46 years, respectively. All cardiovascular risk factors (smoking, diabetes, hypertension, dyslipidemia, obesity, diet and family history), except for alcoholism were more prevalent in urban subjects compared to rural subjects. However, higher prevalence of only hypertension (p=0.05) was statistically significant. Religion was significant between the two populations (p<0.001). Window period was also significant between the two populations (p<0.001). Very low density lipoprotein cholesterol (VLDL) (p=0.037) was significantly different between both populations.Conclusions: All conventional risk factors were more prevalent among urban populations than rural populations, however none of these differences except for hypertension was statistically significant

Biological relationship of Bean common mosaic virus (BCMV) infecting cowpea with leguminous plant species

Bean common mosaic virus (BCMV) associated with cowpea mechanically inoculated to different legumi-nous plants. Out of nineteen including cowpea Var.C-152, the virus was easily transferred to ten different legumi-nous hosts. All other hosts assessed for the presence of BCMV were found to be uninfected. The number of days taken for symptom expression and symptoms were varied within plant species. Pole bean expressed mosaic symp-tom after long incubation period (15-18 days) whereas, shorter incubation period was observed in common bean and rice bean (7- 10 days). BCMV produced chlorosis, mosaic, leaf distortion, puckering, vein banding, vein clearing and vein netting on cowpea(C-152). A typical virus symptom, mosaic was observed in green gram, common bean, lime bean, rice bean and yard long bean, whereas, leaf rolling and leaf distortion was observed in black gram, pole bean and snap bean. The virus-host relationship was confirmed by back inoculation test to C. amaranticolor. Further symptomatic plants were subjected for Reverse Transcriptase polymerase chain reaction (RT-PCR) for molecular confirmation using BCMV coat protein (CP) specific primer pair. A PCR fragment size of 439bp was amplified for the symptomatic plants. The results generated indicated the ability of a plant to support virus expression and host speci-ficity of BMCV within the leguminous plant species

Efficacy and safety of thrombolytic therapy in prosthetic valve thrombosis

Background: There is limited data available about the effectiveness of thrombolysis in prosthetic valve thrombosis (PVT). Therefore, this study aimed to evaluate the efficacy and safety of thrombolytic treatment in PVT patients.Methods: This was an observational study conducted at a tertiary-care centre in India between March 2013 and April 2014. Total of 56 patients with either recurrent PVT or with confirmed left-sided PVT was included in the study. Thrombolytic therapy was administered as an intravenous infusion of streptokinase or urokinase, initially at a loading dose of 2.5L IU/hour over 30 minutes, followed by 1L IU/hour for 48–78 hours depending upon the clinical and 2D-Echo observation. Primary endpoint was considered as the occurrence of a complete clinical response. Secondary endpoint was considered as a composite of death, major bleeding or embolic stroke.Results: Mean age of the patients was 37±13 years. Most of the patients presented with NYHA-II (51.7%), III (39.2%), and IV (8.9%) symptoms. Mitral and aortic valve thrombosis were observed in 40(71.4%) and 11(28.6%) patients. Forty-nine (73.3%) patients were treated with streptokinase. Whereas, rethrombosis patients were treated with urokinase [6(16%)] and tenecteplase [1(1.3%)]. Two (3.6%) patients died, 1(1.8%), 1(1.8%), 2(3.6%), and 1(1.8%) patient had peripheral embolism, central nervous system bleeding, stroke, and embolic complications.Conclusions: Thrombolytic therapy can be used as the first-line treatment for thrombolysis in PVT patients. All PVT patients can be treated with streptokinase unless specific contraindications exist. Urokinase or tenecteplase is an alternative thrombolytic agent in rethrombosis patients

Variations in the esterase activity during the germination period of Jatropha curcas seeds

Germination brings out the synthesis or activation of enzymes responsible for the degradation of seeds reserves. Among these enzymes, esterases are involved in the metabolic processes of germination and maturation of plants. They are constitutively expressed in seeds during germination to release the reserve materials for the growing embryo. In the present study, total protein content and esterase activity was monitored in germinating Jatropha curcas seeds. The esterase activity and specific activity observed were 9.07 µmoles/min/gm and 0.09258 IU/mg, respectively. Electophoretic analysis for esterase activity showed thirteen bands of esterases, among these 8 esterolytic bands were major and remaining were minor bands. The protein content and esterase activity decreased on 2nd, 4th, 5th and 8th day of seed germination and activity increased on 3rd, 6th, 7th day of germination. Similarly esterase activity increased on 7th day and decreased on 8, 9 and 10th day in the shoot tissue. ÂÂ

Silencing Early Viral Replication in Macrophages and Dendritic Cells Effectively Suppresses Flavivirus Encephalitis

West Nile (WN) and St. Louis encephalitis (SLE) viruses can cause fatal neurological infection and currently there is neither a specific treatment nor an approved vaccine for these infections. In our earlier studies, we have reported that siRNAs can be developed as broad-spectrum antivirals for the treatment of infection caused by related viruses and that a small peptide called RVG-9R can deliver siRNA to neuronal cells as well as macrophages. To increase the repertoire of broad-spectrum antiflaviviral siRNAs, we screened 25 siRNAs targeting conserved regions in the viral genome. Five siRNAs were found to inhibit both WNV and SLE replication in vitro reflecting broad-spectrum antiviral activity and one of these was also validated in vivo. In addition, we also show that RVG-9R delivers siRNA to macrophages and dendritic cells, resulting in effective suppression of virus replication. Mice were challenged intraperitoneally (i.p.) with West Nile virus (WNV) and treated i.v. with siRNA/peptide complex. The peritoneal macrophages isolated on day 3 post infection were isolated and transferred to new hosts. Mice receiving macrophages from the anti-viral siRNA treated mice failed to develop any disease while the control mice transferred with irrelevant siRNA treated mice all died of encephalitis. These studies suggest that early suppression of viral replication in macrophages and dendritic cells by RVG-9R-mediated siRNA delivery is key to preventing the development of a fatal neurological disease

Assessment of crop loss in Arabica coffee due to white stem borer, Xylotrechus quadripes Chevrolat (Coleoptera: Cerambycidae) infestation

The coffee white stem borer (CWSB) is the most dreaded pest of Arabica coffee in India. Due to the concealed nature of this pest, the management measures are difficult and require the timely implementation of control measures. The recommended practices for the management of CWSB mainly targets on eggs and early instar larvae, apart from tracing and uprooting of infested plants before the commencement of flight periods (April-May and Oct-Dec). In general, youngArabica coffee plants infested by CWSB die within a year, whereas aged plants withstand the attack for few more years. However, such plants become less productive, susceptible to diseases and also serve as inoculum for further spreading of the infestation. A study was undertaken to assess the crop loss due to CWSB infestation on established Arabica plantation in Tamil Nadu. The result indicated a significant difference between healthy and infested plants and the crop loss was to the tune of 17.7 per cent. Further, quantitative data on out-turn percentages recorded at different stages of coffee processing (right from harvesting of fruits to marketable green coffee bean) are discussed in this paper