Comparative Analysis of Big Data & Analytics Platform

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ServiceDescriptionAWSAzureGCPBluemix
Elastic data warehouseA fully managed data warehouse that analyzes data
using business intelligence tools.
Redshift SQL Data Warehouse BigQuery Db2 Warehouse on Cloud
Big data processingSupports technologies that break up large data processing tasks into multiple jobs, and then combine the results to enable massive parallelism.Elastic MapReduce (EMR) HDInsight Cloud Dataproc Analytics Engine
Data orchestrationProcesses and moves data between different compute and storage services, as well as on-premises data sources at specified intervals.Data Pipeline Data Factory Cloud Dataflow IBM Cloud Data Connect
Cloud-based ETL/data integration service that orchestrates and automates the movement and transformation of data from various sources.Glue Data Catalog Data Factory
AnalyticsStorage and analysis platforms that create insightsfrom massive quantities of data, or data that originates from many sources.Kinesis Analytics Stream Analytics |
Data Lake Analytics |
Data Lake Store
Cloud Dataflow Streaming analytics |
Geospatial Analytics
Streaming dataAllow mass ingestion of small data inputs, typically from devices and sensors, to process and route data.Kinesis Streams |
Kinesis Firehose
Event Hubs |
Event Hubs Capture
Cloud Pub/Sub Message Hub
VisualizationBusiness intelligence tools that build visualizations, perform ad-hoc analysis, and develop business insights from data.QuickSight Power BI Data Studio Data Refinery
Allows visualization and data analysis tools to be embedded in applications. Power BI Embedded
SearchA scalable search server based on Apache Lucene.Elasticsearch Service Marketplace—Elasticsearch Elasticsearch Service - Elastic Cloud Serachly
Delivers full-text search and related search analytics and capabilities.CloudSearch Search Compose for Elasticsearch
Machine learningProduces an end-to-end workflow to create, process, refine, and publish predictive models from complex data sets.Machine Learning |
SageMaker
Machine Learning Studio |
Machine Learning Workbench
Cloud Machine Learning Engine |
Cloud AutoML
Machine Learning
Data discoveryProvides the ability to better register, enrich, discover, understand, and consume data sources.Data Catalog Data Catalog
A serverless interactive query service that uses standard SQL for analyzing databases.Athena Data Lake Analytics Google BigQuery
ThirdEye Data

Data Answers

ThirdEye answers your data questions and offers actionable insights, real-world experiences and strategic recommendations.

By | 2018-08-01T06:37:06+00:00 February 16th, 2018|Comparative Analysis, Technologies|