{"product_id":"time-series-databases","title":"Time Series Databases","description":"\u003cp style=\"text-align: justify;\"\u003eTime series data is of growing importance, especially withthe rapid expansion of the Internet of Things. This concise guide shows youeffective ways to collect, persist, and access large-scale time series data foranalysis. You’ll explore the theory behind time series databases and learnpractical methods for implementing them. Authors Ted Dunning and Ellen Friedmanprovide a detailed examination of open source tools such as OpenTSDB and newmodifications that greatly speed up data ingestion.\u003c\/p\u003e\u003cp class=\"MsoNormal\" style=\"line-height: normal; text-align: justify; background-image: initial; background-color: white;\"\u003eYou’ll learn:\u003co:p\u003e\u003c\/o:p\u003e\u003c\/p\u003e\u003cul type=\"disc\"\u003e\n\u003cli class=\"MsoNormal\"\u003eA variety of time series use cases\u003co:p\u003e\u003c\/o:p\u003e\n\u003c\/li\u003e\n\u003cli class=\"MsoNormal\"\u003eThe advantages of NoSQL databases for large-scale time series data\u003co:p\u003e\u003c\/o:p\u003e\n\u003c\/li\u003e\n\u003cli class=\"MsoNormal\"\u003eNoSQL table design for high-performance time series databases\u003co:p\u003e\u003c\/o:p\u003e\n\u003c\/li\u003e\n\u003cli class=\"MsoNormal\"\u003eThe benefits and limitations of OpenTSDB\u003co:p\u003e\u003c\/o:p\u003e\n\u003c\/li\u003e\n\u003cli class=\"MsoNormal\"\u003eHow to access data in OpenTSDB using R, Go, and Ruby\u003co:p\u003e\u003c\/o:p\u003e\n\u003c\/li\u003e\n\u003cli class=\"MsoNormal\"\u003eHow time series databases contribute to practical machine learning projects\u003co:p\u003e\u003c\/o:p\u003e\n\u003c\/li\u003e\n\u003cli class=\"MsoNormal\"\u003eHow to handle the added complexity of geo-temporal data\u003co:p\u003e\u003c\/o:p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp class=\"MsoNormal\" style=\"line-height: normal; text-align: justify; background-image: initial; background-color: white;\"\u003eFor advice on analyzing time series data, check out \u003ci\u003ePractical Machine Learning: A New Look at Anomaly Detection\u003c\/i\u003e, also from TedDunning and Ellen Friedman.\u003co:p\u003e\u003c\/o:p\u003e\u003c\/p\u003e\u003chr\u003e\u003cp style=\"text-align: justify;\"\u003e \u003c\/p\u003e","brand":"Shroff\/O'Reilly","offers":[{"title":"Default Title","offer_id":50505678946374,"sku":"9789351109204","price":315.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0754\/2797\/1142\/files\/51bHBiPoyHL.jpg?v=1790314423","url":"https:\/\/cb-india.com\/products\/time-series-databases","provider":"Computer Bookshop (India) Pvt Ltd","version":"1.0","type":"link"}