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Acceso restringido usuarios UPSA

Tabla de Contenidos: “…LA INVESTIGACIÓN BIOMÉDICA EN EL CONTEXTO DEL BIG DATA -- 5. ASPECTOS LEGALES A CONSIDERAR EN EL TRATAMIENTO DE DATOS GENÉTICOS -- CAPÍTULO III -- 1. …”

Tabla de Contenidos: “…Optimizing Databricks Workloads: Harness the power of Apache Spark in Azure and maximize the performance of modern big data workloads…”

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“…The range of research challenges still opened are extremely large, from the representation, integration, storage, manipulation, data mining and visualization techniques to the development of secure computing architectures, cloud and distributed computing platforms to highly scalable storage systems. Clearly, big data challenges should require novel approaches and success stories should be shared, this favoring exchanges, cross-fertilization and finally advances as well as future research directions to consider…”

Tabla de Contenidos: “…BackgroundMotivation; Use cases; Pattern implementation; Code snippets; Results; Additional information; JSON ingress and egress patterns; Background; Motivation; Use cases; Pattern implementation; Code snippets; Results; Additional information; Summary; Chapter 3: Data Profiling Patterns; Data profiling for Big Data; Big Data profiling dimensions; Sampling considerations for profiling Big Data; Sampling support in Pig; Rationale for using Pig in data profiling; The data type inference pattern; Background; Motivation; Use cases; Pattern implementation; Code snippets; Pig script; Java UDF…”

“…Performance Analysis of Big Data Systems '15 : proceedings of the 1st Association for Computing Machinery/SPEC International Workshop on Performance Analysis of Big Data Systems : February 1, 2015, Austin, Texas, United States of America…”

Tabla de Contenidos: “…Introduction -- Traditional real estate data -- Big data -- Software tools for real estate analysis -- The analytical workflow -- Gathering real estate data -- Data management -- Data preparation -- Exploratory data analysis -- Data cleaning: techniques to deal with outliers, errors, and missing data -- Modeling real estate prices -- Analysis of unstructured text -- Real estate analysis case study -- The legalities of big data -- The future of big data…”

Materias: “…Big data Periodicals…”

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Materias: “…Big data…”

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“…The report then maps the areas where coherent public policies and practices are needed to unlock the potential of big data for promoting growth and well-being…”

“…Besides the millions of sensors used for monitoring, the improved accuracy of these sensors offer greater resolution for modeling 'what-if' scenarios in near real-time harnessing the vast computational power. Similarly, big data analysis has enabled city-scale modeling of energy and environmental impact using, among others, energy-efficient 'smaller' machine learning algorithms and/or physics-based modeling approaches. …”