Tech Insights

Columnar

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What is Columnar?

Columnar storage is a data storage technique where data is stored in columns rather than rows. This is particularly efficient for analytical queries that only need to access a subset of columns, as it reduces I/O and allows for better compression. Columnar databases are commonly used in data warehousing, business intelligence, and big data analytics where large datasets are queried to extract insights. Examples include Apache Cassandra, Apache Parquet, and ClickHouse.

What other technologies are related to Columnar?

Columnar Competitor Technologies

Document databases can be used for some of the same use cases as columnar databases, providing alternative ways to store and query data.
mentioned alongside Columnar in 10% (77) of relevant job posts
Relational databases (row-oriented) offer a different approach to data storage and querying compared to columnar databases. They are direct competitors.
mentioned alongside Columnar in 3% (64) of relevant job posts
NoSQL encompasses a broad range of database technologies, some of which offer alternative data models and storage mechanisms that compete with columnar databases for certain use cases.
mentioned alongside Columnar in 0% (206) of relevant job posts
Relational Database Management Systems are row-oriented and are direct competitors to columnar databases for analytical workloads.
mentioned alongside Columnar in 0% (56) of relevant job posts

Columnar Complementary Technologies

Spark can process data stored in columnar formats, making it a complementary technology for data analysis and transformation.
mentioned alongside Columnar in 0% (120) of relevant job posts
Hadoop's HDFS can be used as a storage layer for columnar data, and Hadoop's processing frameworks (e.g., MapReduce) can work with columnar data formats, making it complementary.
mentioned alongside Columnar in 0% (78) of relevant job posts
SQL is a query language commonly used to interact with columnar databases, especially for analytical workloads, making it complementary.
mentioned alongside Columnar in 0% (168) of relevant job posts

Which organizations are mentioning Columnar?

Organization
Industry
Matching Teams
Matching People
Columnar
Couchbase
Scientific and Technical Services

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