Is MongoDB an OLAP?

OLAP is a Data warehouse concept and MongoDB is a NoSql Database. Conceptually depends upon data, MongoDB can be a subset of OLAP or can say MongoDB can be used to store OLAP data. Its depends upon data, to choose NoSQL database like MongoDB, Hbase or other databases like GreenPlum. 2 сент. 2014 г. OLAP - Online Analytical Processing, aka reporting is generally performed on databases that have been de-normalizedto facilitate OLAP as opposed to OLTP. MongoDB not being an RDBMS,

Is MongoDB OLTP or OLAP?

MongoDB is designed for OLTP workloads, so more transactional, online, realtime workloads.

Can NoSQL be used for OLAP?

NoSQL databases provide very high read and write throughput for large objects. As a rule, they are not intended to be used in atomic-level data which OLAP system requires. Though, OLAP with NoSQL use is possible if we are talking about MongoBD and hBase. In other cases, SQL wins.

Is MongoDB a data warehouse?

MongoDB is a popular NoSQL database developed by MongoDB Inc. It is a source-available cross-platform document-oriented database program that uses JSON (JavaScript Object Notation)-like documents and optional schemas to store your data. Snowflake is a Cloud-based Data Warehousing company based in San Mateo, California.

Is MongoDB normalized?

Normalizing your data like you would with a relational database is usually not a good idea in MongoDB. Normalization in relational databases is only feasible under the premise that JOINs between tables are relatively cheap.

What is OLAP reporting in MongoDB?

OLAP - Online Analytical Processing, aka reporting is generally performed on databases that have been de-normalizedto facilitate OLAP as opposed to OLTP. MongoDB not being an RDBMS,

Is MongoDB recommended for OLTP processing?

Is MongoDB not recommended for OLTP processing? No, I would not say it's not recommended; it has some pros (simpler scaling / geographic distribution (if you do need it - most orgs don't), no need to design a relational schema), and some cons (lack of relational schema and SQL, less mature).

What is OLTP/OLAP?

OLAP - Online Analytical Processing, aka reporting is generally performed on databases that have been de-normalizedto facilitate OLAP as opposed to OLTP. MongoDB not being an RDBMS, Question: Is MongoDB not recommended for OLTP processing?

How many operations per second can I expect from MongoDB?

In perfect case you can expect tens of thousands operations per second, but this number is hard to achieve in pratice. Response time really depends on you replication/write preferences, because MongoDB gives you control over query execution (see CAP theorem ).