Pages

Sunday 16 October 2022

Types of Databases

1) Centralized Database: It is the type of database that stores data at a centralized database system. It comforts the users to access the stored data from different locations through several applications. These applications contain the authentication process to let users access data securely.
Example: Centralized database can be Central Library that carries a central database of each library in a college/university.

2) Distributed Database
Unlike a centralized database system, in distributed systems, data is distributed among different database systems of an organization. These database systems are connected via communication links. Such links help the end-users to access the data easily. 
Example :Apache Cassandra, HBase etc.
We can further divide a distributed database system into:
1.Homogeneous Distributed Data Base 
2.Heterogeneous Distributed Data Base 

1.Homogeneous Distributed Data Base : Database systems which execute on the same operating system and use the same application process and carry the same hardware devices.

2.Heterogeneous Distributed Data Base : Database systems which execute on different operating systems under different application procedures, and carries different hardware devices.


3) NoSQL Database(Not Only SQL)
It is a type of database that is used for storing a wide range of data sets. It is not a relational database as it stores data not only in tabular form but in several different ways. It came into existence when the demand for building modern applications increased. Thus, NoSQL presented a wide variety of database technologies in response to the demands.

4) Cloud Database
A type of database where data is stored in a virtual environment and executes over the cloud computing platform. It provides users with various cloud computing services for accessing the database.
IaaS - Infrastructure as a Service 
PaaS - Platform as a Service 
SaaS - Software as a Service 
FaaS - Functions as a Service 

5)Relational Database
This database is based on the relational data model, which stores data in the form of rows(tuple) and columns(attributes), and together forms a table(relation). A relational database uses SQL for storing, manipulating, as well as maintaining the data. 
E.F. Codd invented the database in 1970. Each table in the database carries a key that makes the data unique from others. 
Example: MySQL, Microsoft SQL Server, Oracle, etc.

Properties of Relational Database

There are following four commonly known properties of a relational model known as ACID properties, where:
  • A means Atomicity
  • C means Consistency
  • I means Isolation
  • D means Durability
A means Atomicity: This ensures the data operation will complete either with success or with failure. It follows the 'all or nothing' strategy. 
For example, a transaction will either be committed or will abort.

C means Consistency: If we perform any operation over the data, its value before and after the operation should be preserved. 
For example, the account balance before and after the transaction should be correct, i.e., it should remain conserved.

I means Isolation: There can be concurrent users for accessing data at the same time from the database. Thus, isolation between the data should remain isolated. 
For example, when multiple transactions occur at the same time, one transaction effects should not be visible to the other transactions in the database.

D means Durability: It ensures that once it completes the operation and commits the data, data changes should remain permanent.

6) Network Databases
It is the database that typically follows the network data model. Here, the representation of data is in the form of nodes connected via links between them. Unlike the hierarchical database, it allows each record to have multiple children and parent nodes to form a generalized graph structure.

7) Object-oriented Databases
Database that uses the object-based data model approach for storing data in the database system. The data is represented and stored as objects which are similar to the objects used in the object-oriented programming language.

8) Hierarchical Databases
It is the type of database that stores data in the form of parent-children relationship nodes. Here, it organizes data in a tree-like structure.

No comments:

Post a Comment

Conflict Serializability

Find out conflict serializability for the given transactions T1 T2 T3 R(X)     ...