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AWS Analytics Services

//AWS Analytics Services

AWS Glue

2021-09-26T03:34:56+00:00

Bookmarks Use Cases Concepts Populating the AWS Glue Data Catalog Authoring Jobs Glue DataBrew Monitoring Security Pricing Validate Your Knowledge A fully managed service to extract, transform, and load (ETL) your data for analytics. Discover and search across different AWS data sets without moving your data. AWS Glue consists of: Central metadata repository ETL engine Flexible scheduler Use Cases Run queries against an Amazon S3 data lake You can use AWS Glue to make your data available for analytics without moving your data. Analyze the log data in [...]

AWS Glue2021-09-26T03:34:56+00:00

Kinesis Scaling, Resharding and Parallel Processing

2021-05-04T07:44:14+00:00

Kinesis Resharding enables you to increase or decrease the number of shards in a stream in order to adapt to changes in the rate of data flowing through the stream. Resharding is always pairwise. You cannot split into more than two shards in a single operation, and you cannot merge more than two shards in a single operation. The Kinesis Client Library (KCL) tracks the shards in the stream using an Amazon DynamoDB table, and adapts to changes in the number of shards that result from resharding. When new shards are created as a result of resharding, the KCL discovers [...]

Kinesis Scaling, Resharding and Parallel Processing2021-05-04T07:44:14+00:00

Amazon QuickSight

2021-05-06T07:04:18+00:00

Bookmarks Features SPICE Concepts Validate Your Knowledge Amazon QuickSight is a cloud-powered business analytics service that makes it easy to build visualizations, perform ad-hoc analysis, and quickly get business insights from their data, anytime, on any device. Features Provides ML Insights for discovering hidden trends and outliers, identify key business drivers, and perform powerful what-if analysis and forecasting. Has a wide library of visualizations, charts, and tables; You can add interactive features like drill-downs and filters, and perform automatic data refreshes to build interactive dashboards. Allows you to schedule automatic email-based reports, so [...]

Amazon QuickSight2021-05-06T07:04:18+00:00

Amazon Elasticsearch (Amazon ES)

2021-05-04T08:26:31+00:00

Amazon ES lets you search, analyze, and visualize your data in real-time. This service manages the capacity, scaling, patching, and administration of your Elasticsearch clusters for you, while still giving you direct access to the Elasticsearch APIs. The service offers open-source Elasticsearch APIs, managed Kibana, and integrations with Logstash and other AWS Services. This combination is often coined as the ELK Stack. Concepts An Amazon ES domain is synonymous with an Elasticsearch cluster. Domains are clusters with the settings, instance types, instance counts, and storage resources that you specify. You can create multiple Elasticsearch indices within the same domain. Elasticsearch [...]

Amazon Elasticsearch (Amazon ES)2021-05-04T08:26:31+00:00

Amazon Kinesis

2022-09-30T03:11:55+00:00

Bookmarks Kinesis Video Streams Kinesis Data Stream Concepts Kinesis Data Firehose Kinesis Data Analytics High Performance Data Streaming with Amazon Kinesis: Best Practices and Common Pitfalls Amazon Kinesis-related Cheat Sheets: Validate Your Knowledge Makes it easy to collect, process, and analyze real-time, streaming data. Kinesis can ingest real-time data such as video, audio, application logs, website clickstreams, and IoT telemetry data for machine learning, analytics, and other applications. Kinesis Video Streams A fully managed AWS service that you can use to stream live video from devices to the AWS [...]

Amazon Kinesis2022-09-30T03:11:55+00:00

Amazon EMR

2021-05-06T07:54:26+00:00

Bookmarks Features Components EMR Architecture Data Processing Scaling Deployment EMR Notebooks Managing Clusters High Availability Monitoring Security Pricing A managed cluster platform that simplifies running big data frameworks, such as Apache Hadoop and Apache Spark, on AWS to process and analyze vast amounts of data. You can process data for analytics purposes and business intelligence workloads using EMR together with Apache Hive and Apache Pig. You can use EMR to transform and move large amounts of data into and out of other AWS data stores [...]

Amazon EMR2021-05-06T07:54:26+00:00

AWS Data Pipeline

2021-05-06T04:16:20+00:00

Bookmarks Features Components Pipeline Definition Task Runners AWS Data Pipeline vs Amazon Simple WorkFlow Pricing A web service for scheduling regular data movement and data processing activities in the AWS cloud. Data Pipeline integrates with on-premise and cloud-based storage systems. A managed ETL (Extract-Transform-Load) service. Native integration with S3, DynamoDB, RDS, EMR, EC2 and Redshift. Features You can quickly and easily provision pipelines that remove the development and maintenance effort required to manage your daily data operations, letting you focus on generating insights from that data. Data Pipeline provides built-in activities [...]

AWS Data Pipeline2021-05-06T04:16:20+00:00

Amazon CloudSearch

2021-05-04T09:39:14+00:00

Bookmarks Features Scaling Fault Tolerance Monitoring Pricing A fully-managed service in the AWS Cloud that makes it easy to set up, manage, and scale a search solution for your website or application. Features You can use CloudSearch to index and search both structured data and plain text. Full text search with language-specific text processing Boolean search Prefix searches Range searches Term boosting Faceting Highlighting Autocomplete Suggestions You can get search results in JSON or XML, sort and filter results based on field values, and sort results alphabetically, numerically, or according to custom [...]

Amazon CloudSearch2021-05-04T09:39:14+00:00

Amazon Athena

2021-05-05T10:23:40+00:00

Bookmarks Features Partitioning Queries Security Pricing AWS Knowledge Center Videos: How do I analyze my S3 logs using Athena? Validate Your Knowledge An interactive query service that makes it easy to analyze data directly in S3 using standard SQL. Features Athena is serverless. Has a built-in query editor. Uses Presto, an open source, distributed SQL query engine optimized for low latency, ad hoc analysis of data. Athena supports a wide variety of data formats such as CSV, JSON, ORC, Avro, or Parquet. Athena automatically executes queries in parallel, so that [...]

Amazon Athena2021-05-05T10:23:40+00:00

Amazon Redshift

2022-04-26T05:42:03+00:00

Bookmarks Components Database Querying Options Enhanced VPC Routing Redshift Spectrum Redshift Data Sharing Redshift Cross-Database Query Cluster Snaphots Monitoring Security Pricing Validate Your Knowledge A fully managed, petabyte-scale data warehouse service. Redshift extends data warehouse queries to your data lake. You can run analytic queries against petabytes of data stored locally in Redshift, and directly against exabytes of data stored in S3. RedShift is an OLAP type of DB. Currently, Redshift only supports Single-AZ deployments. Features Redshift uses columnar storage, data compression, and zone maps to [...]

Amazon Redshift2022-04-26T05:42:03+00:00

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