Apache Hadoop was the original open-source framework for distributed processing and analysis of big data
sets on clusters. The Hadoop ecosystem includes related software and utilities, including Apache Hive, Apache
HBase, Spark, Kafka, and many others.
Azure Data Lake Analytics
You can process big data jobs in seconds with Azure Data Lake Analytics. You can process petabytes of data
for diverse workload categories such as querying, ETL, analytics, machine learning, machine translation,
image processing and sentiment analysis by leveraging existing libraries
Azure SQL Synapse Analytics (previously called Data Warehouse) is a cloud-based Platform-as-a-Service
(PaaS) offering from Microsoft. It is a large-scale, distributed, MPP (massively parallel processing) relational
database technology in the same class of competitors as Amazon Redshift or Snowflake. Azure SQL Synapse
Analytics is an important component of the Modern Data Warehouse multi-platform architecture. Because
Azure SQL Synapse Analytics is an MPP system with a shared-nothing architecture across distributions, it is
meant for large-scale analytical workloads which can take advantage of parallelism.
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