Time Series Databases
Ted Dunning, Ellen Friedman
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Add to basket: Este libro conciso te muestra formas efectivas de recopilar, persistir y acceder a datos de series temporales a gran escala para su análisis. Explorarás la teoría detrás de las bases de datos de series temporales y aprenderás métodos prácticos para implementarlas. Los autores Ted Dunning y Ellen Friedman brindan un examen detallado de herramientas de código abierto como OpenTSDB y nuevas modificaciones que aceleran enormemente la ingesta de datos. Aprenderás una variedad de casos de uso de series temporales, las ventajas de las bases de datos NoSQL para datos de series temporales a gran escala, el diseño de tablas NoSQL para bases de datos de series temporales de alto rendimiento, los beneficios y las limitaciones de OpenTSDB, cómo acceder a los datos en OpenTSDB usando R, Go y Ruby, cómo las bases de datos de series temporales contribuyen a proyectos prácticos de aprendizaje automático y cómo manejar la complejidad añadida de los datos geo-temporales. EAN: 9781491914724 Tipo: Libros Categoría: Tecnología|Ciencias Título: Time Series Databases Autor: Ted Dunning| Ellen Friedman Editorial: O'Reilly Media Idioma: en Páginas: 82 Formato: tapa blanda.
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Time series data is of growing importance, especially with the rapid expansion of the Internet of Things. This concise guide shows you effective ways to collect, persist, and access large-scale time series data for analysis. You’ll explore the theory behind time series databases and learn practical methods for implementing them. Authors Ted Dunning and Ellen Friedman provide a detailed examination of open source tools such as OpenTSDB and new modifications that greatly speed up data ingestion.
You’ll learn:
For advice on analyzing time series data, check out Practical Machine Learning: A New Look at Anomaly Detection, also from Ted Dunning and Ellen Friedman.
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