Smart filtering for user discovery and availing balance storage space continuity with faster big data service

The expanding use and advancement of database extraction technology seriously threaten the safety of people's private details. Privacy-preserving database miners (PPDM), a new area of data analysis, have recently received a lot of attention. The fundamental tenet of PPDM will be to alter the content, so that database extraction techniques are being carried out successfully without endangering the confidentiality of delicate facts in the database. In reality, an unintentional revelation of delicate details will even occur during file collection, content publication, and details (that is, content gathering reviews) delivery. However, the majority of existing research on PPDM is focused on determining how to minimize the security threat caused by content extraction processes. In such an essay, we consider the security concerns raised by data gathering from a larger angle and look into several defense mechanisms for private communications. Specifically, we classify consumers that participate in database extraction systems into four separate categories: data providers, data collectors, data miners, as well as policymakers. To break down massive content platforms into four consecutive modules—data creation, data processing, data retention, and data analytics—we provide an organized methodology. Such four parts form a big database revenue loop

Pearl millet [Pennisetum glaucum(L.) R. Br.] consensus linkage map constructed using four RIL mapping populations and newly developed EST-SSRs

Background Pearl millet [Pennisetum glaucum (L.) R. Br.] is a widely cultivated drought- and high-temperature tolerant C4 cereal grown under dryland, rainfed and irrigated conditions in drought-prone regions of the tropics and sub-tropics of Africa, South Asia and the Americas. It is considered an orphan crop with relatively few genomic and genetic resources. This study was undertaken to increase the EST-based microsatellite marker and genetic resources for this crop to facilitate marker-assisted breeding. Results Newly developed EST-SSR markers (99), along with previously mapped EST-SSR (17), genomic SSR (53) and STS (2) markers, were used to construct linkage maps of four F7 recombinant inbred populations (RIP) based on crosses ICMB 841-P3 × 863B-P2 (RIP A), H 77/833-2 × PRLT 2/89-33 (RIP B), 81B-P6 × ICMP 451-P8 (RIP C) and PT 732B-P2 × P1449-2-P1 (RIP D). Mapped loci numbers were greatest for RIP A (104), followed by RIP B (78), RIP C (64) and RIP D (59). Total map lengths (Haldane) were 615 cM, 690 cM, 428 cM and 276 cM, respectively. A total of 176 loci detected by 171 primer pairs were mapped among the four crosses. A consensus map of 174 loci (899 cM) detected by 169 primer pairs was constructed using MergeMap to integrate the individual linkage maps. Locus order in the consensus map was well conserved for nearly all linkage groups. Eighty-nine EST-SSR marker loci from this consensus map had significant BLAST hits (top hits with e-value ≤ 1E-10) on the genome sequences of rice, foxtail millet, sorghum, maize and Brachypodium with 35, 88, 58, 48 and 38 loci, respectively. Conclusion The consensus map developed in the present study contains the largest set of mapped SSRs reported to date for pearl millet, and represents a major consolidation of existing pearl millet genetic mapping information. This study increased numbers of mapped pearl millet SSR markers by >50%, filling important gaps in previously published SSR-based linkage maps for this species and will greatly facilitate SSR-based QTL mapping and applied marker-assisted selection programs

Relative vulnerability assessment of Indian marine fishes to climate change using impact and adaptation attributes

Not AvailableFish is a poikilothermic animal that cannot regulate body temperature through physiological process; this is regulated instead by environmental process. Fish physiology, like growth and reproduction is directly influenced by changes in temperature. With rising environmental temperature, the physiological activities of fishes also increase, which in turn increases the oxygen demand. But the solubility of oxygen in water is inversely related to temperature and salinity (Weiss, 1970). Thus, dissolved oxygen availability in water will decrease, resulting in the reduction of growth and reproduction success of fishes and prevent them from dealing as effectively with other environmental changes. This is particularly true in the case of fishes living in closed water bodies. In an open ocean system, several factors play a synergistic role in impacting the physiology of the organisms.Not Availabl

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Non-linear frequency-dependent selection promotes long-term coexistence between bacteria species

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