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- Time_series_database abstract "A time series database (TSDB) is a software system that is optimized for handling time series data, arrays of numbers indexed by time (a datetime or a datetime range). In some fields these time series are called profiles, curves, or traces. A time series of stock prices might be called a price curve. A time series of energy consumption might be called a load profile. A log of temperature values over time might be called a temperature trace. Despite the disparate names, many of the same mathematical operations, queries, or database transactions are useful for analysing all of them. The implementation of a database that can correctly, reliably, and efficiently implement these operations must be specialized for time-series data.TSDBs are databases that are optimized for time series data. Software with complex logic or business rules and high transaction volume for time series data may not be practical with traditional relational database management systems. Flat file databases are not a viable option either, if the data and transaction volume reaches a maximum threshold determined by the capacity of individual servers (processing power and storage capacity). Queries for historical data, replete with time ranges and roll ups and arbitrary time zone conversions are difficult in a relational database. Compositions of those rules are even more difficult. This is a problem compounded by the free nature of relational systems themselves. Many relational systems are often not modelled correctly with respect to time series data. TSDBs on the other hand impose a model and this allows them to provide more features for doing so.Ideally, these repositories are often natively implemented using specialized database algorithms. However, it is possible to store time series as binary large objects (BLOBs) in a relational database or by using a VLDB approach coupled with a pure star schema. Efficiency is often improved if time is treated as a discrete quantity rather than as a continuous mathematical dimension. Database joins across multiple time series data sets is only practical when the time tag associated with each data entry spans the same set of discrete times for all data sets across which the join is performed.".
- Time_series_database wikiPageExternalLink blueflood.io.
- Time_series_database wikiPageExternalLink time+series+dbms.
- Time_series_database wikiPageExternalLink gnocchi.
- Time_series_database wikiPageExternalLink druid.io.
- Time_series_database wikiPageExternalLink financial.mcobject.com.
- Time_series_database wikiPageExternalLink influxdb.com.
- Time_series_database wikiPageExternalLink kx.com.
- Time_series_database wikiPageExternalLink prometheus.io.
- Time_series_database wikiPageExternalLink www.cityzendata.com.
- Time_series_database wikiPageExternalLink www.infiniflux.com.
- Time_series_database wikiPageExternalLink www.onetick.com.
- Time_series_database wikiPageExternalLink www.opentsdb.net.
- Time_series_database wikiPageExternalLink www.osisoft.com.
- Time_series_database wikiPageExternalLink www.sitewhere.org.
- Time_series_database wikiPageExternalLink www.splunk.com.
- Time_series_database wikiPageExternalLink www.tempoiq.com.
- Time_series_database wikiPageExternalLink www.treasure-data.com.
- Time_series_database wikiPageExternalLink axibase-time-series-database.
- Time_series_database wikiPageExternalLink atlas.
- Time_series_database wikiPageExternalLink newts.
- Time_series_database wikiPageExternalLink kairosdb.
- Time_series_database wikiPageExternalLink www.timeseries.guru.
- Time_series_database wikiPageID "2940127".
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- Time_series_database wikiPageRevisionID "682863287".
- Time_series_database wikiPageWikiLink Apache_Cassandra.
- Time_series_database wikiPageWikiLink Apache_HBase.
- Time_series_database wikiPageWikiLink Binary_large_object.
- Time_series_database wikiPageWikiLink Category:Time_series_databases.
- Time_series_database wikiPageWikiLink Database_join.
- Time_series_database wikiPageWikiLink Database_transaction.
- Time_series_database wikiPageWikiLink Database_transactions.
- Time_series_database wikiPageWikiLink Flat_file_database.
- Time_series_database wikiPageWikiLink Group_by_(SQL).
- Time_series_database wikiPageWikiLink IBM_Informix.
- Time_series_database wikiPageWikiLink Join_(SQL).
- Time_series_database wikiPageWikiLink Netflix.
- Time_series_database wikiPageWikiLink NoSQL.
- Time_series_database wikiPageWikiLink Open_source.
- Time_series_database wikiPageWikiLink Operational_historian.
- Time_series_database wikiPageWikiLink Query_language.
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- Time_series_database wikiPageWikiLink Relational_database_management_systems.
- Time_series_database wikiPageWikiLink SQL.
- Time_series_database wikiPageWikiLink Select_(SQL).
- Time_series_database wikiPageWikiLink Star_schema.
- Time_series_database wikiPageWikiLink Time_series.
- Time_series_database wikiPageWikiLink Very_large_database.
- Time_series_database wikiPageWikiLinkText "Time series database".
- Time_series_database wikiPageWikiLinkText "Time series model".
- Time_series_database wikiPageWikiLinkText "time series database".
- Time_series_database wikiPageWikiLinkText "time series".
- Time_series_database wikiPageWikiLinkText "time-series databases".
- Time_series_database hasPhotoCollection Time_series_database.
- Time_series_database subject Category:Time_series_databases.
- Time_series_database hypernym System.
- Time_series_database type Article.
- Time_series_database type Type.
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- Time_series_database comment "A time series database (TSDB) is a software system that is optimized for handling time series data, arrays of numbers indexed by time (a datetime or a datetime range). In some fields these time series are called profiles, curves, or traces. A time series of stock prices might be called a price curve. A time series of energy consumption might be called a load profile. A log of temperature values over time might be called a temperature trace.".
- Time_series_database label "Time series database".
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- Time_series_database sameAs Q7805429.
- Time_series_database sameAs Q7805429.
- Time_series_database wasDerivedFrom Time_series_database?oldid=682863287.
- Time_series_database isPrimaryTopicOf Time_series_database.