Difference Between OLTP and OLAP DWH videos in telugu 04
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Difference Between OLTP and OLAP
Difference Between OLTP and OLAP DWH videos in telugu 04
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Online Analytical Processing (OLAP): Online Analytical Processing consists of a type of software tools that are used for data analysis for business decisions. OLAP provides an environment to get insights from the database retrieved from multiple database systems at one time.
OLTP or Online Transaction Processing is a type of data processing that consists of executing a number of transactions occurring concurrently—online banking, shopping, order entry, or sending text messages, for example.
OLTP systems OLAP systems
Enable the real-time execution of large numbers of database transactions by large numbers of people Usually involve querying many records (even all records) in a database for analytical purposes
Require lightning-fast response times Require response times that are orders of magnitude slower than those required by OLTP
Modify small amounts of data frequently and usually involve a balance of reads and writes Do not modify data at all; workloads are usually read-intensive
Use indexed data to improve response times Store data in columnar format to allow easy access to large numbers of records
Require frequent or concurrent database backups Require far less frequent database backup
Require relatively little storage space Typically have significant storage space requirements, because they store large amounts of historical data
Usually run simple queries involving just one or a few records Run complex queries involving large numbers of records
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2 سال پیش
در تاریخ 1402/01/16 منتشر شده
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