What is Amazon Redshift

Amazon Redshift is columnar cloud-based data warehouse platform, which is useful for systems with a constant load – such as regular reporting and machine learning routines. Amazon Redshift provides the ability to quickly query structured data using familiar SQL-based clients as well as business intelligence (BI) tools through standard ODBC and JDBC connections.

Advantages

  • Key Management and End-to-end Encryption

    Amazon Redshift encrypts each block of the Amazon Redshift storage system using hardware-accelerated AES-256 as it is written to disk, using the default key or customer managed AWS Key Management Service (KMS) key.

  • Isolation of Compute Environments

    When a customer provisions an Amazon Redshift cluster in VPC, it’s locked down by default, so nobody has access to it. To grant other users inbound access to an Amazon Redshift cluster, you associate the cluster with a security group.

  • Automating Audits With APIs

    Amazon Redshift is integrated with AWS CloudTrail, a service that provides a record of actions taken by users in Amazon Redshift. Using the information collected by CloudTrail, you can determine the request that was made to Amazon Redshift, the IP address from which the request was made, and when it was made.

  • Efficient Storage and High-Performance Query processing

    Columnar storage, data compression, and zone maps reduce the amount of I/O needed to perform queries.

  • Limitless Parallelism

    Amazon Redshift delivers consistently high performance even with thousands of concurrent requests.

  • Result Caching

    When a query is executed, Amazon Redshift will know if there is a cached result from a previous run, and if the cached result is found and the data hasn’t changed, the cached result is returned immediately instead of rerunning the query.

  • Precise Access Control

    Fine-grained security control at the level of individual rows and columns allows users access to specific data.

Analytics Data Stack Structure

Data Ingestion
Server Technologies
Data Transformation
BI Tools
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Amazon Redshift Alternatives

  • Google BigQuery

    Google BigQuery is a PaaS service that supports most of the features of a DBMS. It’s a part of the Google Cloud Platform, where there are several dozen more applications for analysing, storing and computing data.

    Read more
  • Snowflake

    Snowflake is a cloud-based data processing and storage platform that allows you to combine data from many sources.

    Read more
  • ClickHouse

    ClickHouse is an open-source columnar relational DBMS from Yandex for fast processing of analytical SQL queries on structured big data in real time.

    Read more

How We Use Amazon Redshit

  • Measured

    Analytics Engineering with dbt

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