Analytics tools are sub-divided into different offerings that deliver services, that can be consumed from the cloud or are able to perform analytics workloads. Examples include the following service offerings:

• Amazon Kinesis: A managed service that allows the real-time capturing, storing, and processing of streaming data at any scale with the flexibility of integration with any type of processing system.
• Amazon Elastic Mapreduce (EMR): An environment for running cloud-based big data processing frameworks such as Hadoop, Apache Spark, HBase, Presto, Hive, Flink, and so on. It allows users to cost-effectively perform large-scale tasks such as log analysis, web indexing, financial analysis, data transformations, machine learning.
•  Amazon CloudSearch: A managed service that provides the ease of integration of powerful search functionality into your application or website. It allows you to search in different languages and supports features such as autocomplete, ranking, and highlighting to deliver great results and enrich the user's experience.