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Sap HANA Column Oriented Architecture
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Ajay Kumar ☁
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This is a simplified demonstration of SAP HANA Column based architecture.
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Sap HANA Column Oriented Architecture
1.
SAP HANA Architecture Ajay
Kumar HCL
2.
Employee Table ID Name
Department Salary 1 Ram Finance 5000 2 Lakshman Finance 10000 3 Sita HR 10000
3.
Row Oriented Physical
Storage ID Name Department Salary 1 Ram Finance 5000 2 Lakshman Finance 10000 3 Sita HR 10000 1,Ram,Finance,5000 2,Lakshman,Finance,10000 3,Sita,HR,10000 Row Based physical storage
4.
Column Oriented Physical
Storage ID Name Department Salary 1 Ram Finance 5000 2 Lakshman Finance 10000 3 Sita HR 10000 1,Ram,Finance,5000; 2,Lakshman,Finance,10000; 3,Sita,HR,10000 Row Based physical storage Column Oriented physical storage 1,2,3; Ram,Lakshman,Sita; 5000,10000,10000
5.
Group Functions :
Sum, Average 1,Ram,Finance,5000; 2,Lakshman,Finance,10000; 3,Sita,HR,10000 Row Based physical storage Column Oriented physical storage 1,2,3; Ram,Lakshman,Sita; 5000,10000,10000
6.
Creation of new
record 1,Ram,Finance,5000; 2,Lakshman,Finance,10000; 3,Sita,HR,10000; 4,Ajay,HR,8000 Row Based physical storage Column Oriented physical storage 1,2,3,4; Ram,Lakshman,Sita,Ajay; Finance,Finance,HR,HR 5000,10000,10000,8000
7.
OLTP Vs OLAP OLTP
OLAP Row Oriented Row Oriented Column Oriented
8.
In-Memory Data Compression 1,Ram,Finance,5000; 2,Lakshman,Finance,10000; 3,Sita,HR,10000; 4,Ajay,HR,8000 Row
Based Column Oriented 1,2,3,4; Ram,Lakshman,Sita,Ajay; Finance,Finance,HR,HR; 5000,10000,10000,8000 1,2,3,4; Ram,Lakshman,Sita,Ajay; 2:Finance, 2:HR; 5000,2:10000,8000 4 to 10 times
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