DBMS > Hive vs. Splunk
System Properties Comparison Hive vs. Splunk
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|Editorial information provided by DB-Engines|
|Name||Hive Xexclude from comparison||Splunk Xexclude from comparison|
|Description||data warehouse software for querying and managing large distributed datasets, built on Hadoop||Analytics Platform for Big Data|
|Primary database model||Relational DBMS||Search engine|
|Developer||Apache Software Foundation initially developed by Facebook||Splunk Inc.|
|Current release||3.1.3, April 2022|
|License Commercial or Open Source||Open Source Apache Version 2||commercial Limited free edition and free developer edition available|
|Cloud-based only Only available as a cloud service||no||no|
|DBaaS offerings (sponsored links) Database as a Service|
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|Server operating systems||All OS with a Java VM||Linux|
|Typing predefined data types such as float or date||yes||yes|
|XML support Some form of processing data in XML format, e.g. support for XML data structures, and/or support for XPath, XQuery or XSLT.||yes|
|SQL Support of SQL||SQL-like DML and DDL statements||no Splunk Search Processing Language for search commands|
|APIs and other access methods||JDBC|
|Supported programming languages||C++|
|Server-side scripts Stored procedures||yes user defined functions and integration of map-reduce||yes|
|Partitioning methods Methods for storing different data on different nodes||Sharding||Sharding|
|Replication methods Methods for redundantly storing data on multiple nodes||selectable replication factor||Multi-source replication|
|MapReduce Offers an API for user-defined Map/Reduce methods||yes query execution via MapReduce||yes|
|Consistency concepts Methods to ensure consistency in a distributed system||Eventual Consistency||Eventual Consistency|
|Foreign keys Referential integrity||no||no|
|Transaction concepts Support to ensure data integrity after non-atomic manipulations of data||no||no A 'Transaction' in Splunk has a different meaning: grouping related events into a single one for later searching|
|Concurrency Support for concurrent manipulation of data||yes||yes|
|Durability Support for making data persistent||yes||yes|
|In-memory capabilities Is there an option to define some or all structures to be held in-memory only.||no|
|User concepts Access control||Access rights for users, groups and roles||Access rights for users and roles|
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Iceberg Data Services Emerge from Tabular, Dremio
What Is Apache Hive? (Definition, Benefits, Challenges)
What is Big Data : How it works, Characteristics, Benefits and more
Apache Druid, TiDB, ClickHouse, or Apache Doris? A Comparison ...
What Is a Data Engineer? Salary, Responsibilities, & Roadmap
provided by Google News
GCP Data Engineer
GCP Data Engineer
AWS Data Engineer
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