{"product_id":"time-series-databases-ted-dunning-9781491914724","title":"Time Series Databases: New Ways to Store and Access Data","description":"\u003cp\u003eTime 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. \u003c\/p\u003e\u003cp\u003e You'll learn: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eA variety of time series use cases \u003c\/li\u003e\n\u003cli\u003eThe advantages of NoSQL databases for large-scale time series data \u003c\/li\u003e\n\u003cli\u003eNoSQL table design for high-performance time series databases \u003c\/li\u003e\n\u003cli\u003eThe benefits and limitations of OpenTSDB \u003c\/li\u003e\n\u003cli\u003eHow to access data in OpenTSDB using R, Go, and Ruby \u003c\/li\u003e\n\u003cli\u003eHow time series databases contribute to practical machine learning projects \u003c\/li\u003e\n\u003cli\u003eHow to handle the added complexity of geo-temporal data \u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003eFor advice on analyzing time series data, check out \u003ci\u003ePractical Machine Learning: A New Look at Anomaly Detection\u003c\/i\u003e, also from Ted Dunning and Ellen Friedman.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Ted Dunning, Ellen Friedman\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1491914726\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781491914724\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 01\/13\/2015\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 82\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.27lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.17d\u003c\/p\u003e","brand":"Ted Dunning","offers":[{"title":"Paperback","offer_id":43985825235199,"sku":"9781491914724","price":24.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_9d9ba4c9-ff09-4493-b2a7-d246d68703bd.jpg?v=1683279759","url":"https:\/\/www.whiterainbookhouse.com\/products\/time-series-databases-ted-dunning-9781491914724","provider":"WR Book House","version":"1.0","type":"link"}