What is cloud data management?

Cloud data management is vital for organizations that rely on the cloud for storing and processing their data. Cloud data management ensures that the data is appropriately stored, organized, accessible, and protected throughout different cloud platforms. It includes platforms and tools that give organizations control of their data.

Key components

Following are some of the key components of cloud data management.

• Data recovery: Critical data stored in the cloud is backed up to prevent loss. In case of a disaster, if original data is lost, it can be recovered, provided that proper data management techniques have been employed.

• Data security: With cloud data management techniques such as setting up access controls, encrypting data, and employing authentication techniques, data is kept secure.

• Data replication: Data can be replicated across the various cloud regions and data centers while ensuring data is consistent and available in all areas.

• Data integration: Data can be integrated from databases, applications, and external sources. This enables data integration for analytics, reporting, and other processes.

• Data storage: Users don't require an on-premise storage infrastructure. Instead, they can store data reliably in the cloud.

• Data quality: Cloud data management includes data quality controls, which ensure that the data stored in the cloud is reliable and up to the company standards.

• Data virtualization: Data can be easily accessed and retrieved without moving or duplicating. It also supports real-time data integration, which enables businesses to access and combine data from different data sources.

Cloud data management tools

Managing data on the cloud can be done with the help of cloud management tools. Some of the data management tools are:

Panoply

A cloud management platform that automates storing, integrating, and analyzing data.

Key features:

• Warehouse automation

• Data integration

• Data analytics

• Real-time data processing

Amazon web services (AWS)

AWS is a suite of cloud services and includes a wide range of tools for cloud data management.

Key features:

• Amazon S3Cloud storage object instance

• AWS GlueProvides serverless data integration services

• AWS LambdaIt is a serverless computing service.

• AWS data lakeAllows storage and management of data lakes

Microsoft Azure

It is a cloud platform by Microsoft that offers a variety of tools and services to manage the cloud.

Key features:

• Blob storageProvides scalable storage for unstructured data.

• SQL database

• Data factoryEnables data integration

• Data bricksIt is an Apache Spark-based analytics platform

Google Cloud

Google Cloud offers a cloud platform with a range of tools and services to manage data on the cloud.

Key features:

• Cloud storage

• BigQueryA fully managed, serverless data warehouse.

• Cloud dataflow

• Cloud Pub/SubA messaging service.