An Introduction to Time Series with Team Apache
As it becomes easier to create data, we are now faced with the need to collect and analyze at scales never seen before. In this practical video course, Apache Cassandra evangelist Patrick McFadin shows how to solve time-series data problems with technologies from Team Apache: Kafka, Spark and Cassan...
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| Idioma: | Inglés |
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O'Reilly Media, Inc
2015.
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| Edición: | 1st edition |
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| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009631100506719 |
| Sumario: | As it becomes easier to create data, we are now faced with the need to collect and analyze at scales never seen before. In this practical video course, Apache Cassandra evangelist Patrick McFadin shows how to solve time-series data problems with technologies from Team Apache: Kafka, Spark and Cassandra. To learn how to work with these technologies, you’ll work with an example weather collection network and the challenges it can produce. Through the course of this video, you’ll investigate: Kafka: get your data under control by handling real-time data feeds with this message broker Spark: learn how this parallel processing framework can quickly and efficiently analyze massive amounts of data Spark Streaming: perform effective stream analysis by ingesting data in micro-batches Cassandra: understand how this distributed database works by examining use cases where scaling and uptime are critical Cassandra Query Language (CQL): use this language to navigate your data models, from creating tables to inserting and selecting data Spark and Cassandra: combine these powerful tools to perform expressive analytics over large volumes of data Patrick McFadin is one of the leading experts of Apache Cassandra and data modeling techniques. As the Chief Evangelist for Apache Cassandra and consultant for DataStax, he has helped build some of the largest and exciting deployments in production. Prior to DataStax, he was Chief Architect at Hobsons, an education services company. |
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| Notas: | Title from title screen (viewed September 16, 2015). Date of publication taken from resource description page. |
| Descripción Física: | 1 online resource (1 video file, approximately 3 hr., 51 min.) |
