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What is IBM Analytics Engine?

IBM Analytics Engine presents an innovative structure for Hadoop clusters by distinctively separating the compute and storage functionalities. Instead of depending on a static cluster where nodes perform both roles, this engine allows users to tap into an object storage layer, like IBM Cloud Object Storage, while also enabling the on-demand creation of computing clusters. This separation significantly improves the flexibility, scalability, and maintenance of platforms designed for big data analytics. Built upon a framework that adheres to ODPi standards and featuring advanced data science tools, it effortlessly integrates with the broader Apache Hadoop and Apache Spark ecosystems. Users can customize clusters to meet their specific application requirements, choosing the appropriate software package, its version, and the size of the cluster. They also have the flexibility to use the clusters for the duration necessary and can shut them down right after completing their tasks. Furthermore, users can enhance these clusters with third-party analytics libraries and packages, and utilize IBM Cloud services, including machine learning capabilities, to optimize their workload deployment. This method not only fosters a more agile approach to data processing but also ensures that resources are allocated efficiently, allowing for rapid adjustments in response to changing analytical needs.

What is Google Cloud Dataproc?

Dataproc significantly improves the efficiency, ease, and safety of processing open-source data and analytics in a cloud environment. Users can quickly establish customized OSS clusters on specially configured machines to suit their unique requirements. Whether additional memory for Presto is needed or GPUs for machine learning tasks in Apache Spark, Dataproc enables the swift creation of tailored clusters in just 90 seconds. The platform features simple and economical options for managing clusters. With functionalities like autoscaling, automatic removal of inactive clusters, and billing by the second, it effectively reduces the total ownership costs associated with OSS, allowing for better allocation of time and resources. Built-in security protocols, including default encryption, ensure that all data remains secure at all times. The JobsAPI and Component Gateway provide a user-friendly way to manage permissions for Cloud IAM clusters, eliminating the need for complex networking or gateway node setups and thus ensuring a seamless experience. Furthermore, the intuitive interface of the platform streamlines the management process, making it user-friendly for individuals across all levels of expertise. Overall, Dataproc empowers users to focus more on their projects rather than on the complexities of cluster management.

Media

Media

Integrations Supported

Acquia CDP
Apache Spark
Galileo
Google Cloud BigQuery
Google Cloud Bigtable
Google Cloud Dataplex
Google Cloud Platform
Google Cloud Vertex AI Workbench
IBM Cloud Object Storage
New Relic
Openbridge
Pantomath
Pepperdata
Qubole
Switch Automation
Syntasa
Ternary
Tokern
Unravel
Vertex AI

Integrations Supported

Acquia CDP
Apache Spark
Galileo
Google Cloud BigQuery
Google Cloud Bigtable
Google Cloud Dataplex
Google Cloud Platform
Google Cloud Vertex AI Workbench
IBM Cloud Object Storage
New Relic
Openbridge
Pantomath
Pepperdata
Qubole
Switch Automation
Syntasa
Ternary
Tokern
Unravel
Vertex AI

API Availability

Has API

API Availability

Has API

Pricing Information

$0.014 per hour
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

IBM

Date Founded

1911

Company Location

United States

Company Website

www.ibm.com/cloud/analytics-engine

Company Facts

Organization Name

Google

Company Location

United States

Company Website

cloud.google.com/dataproc

Categories and Features

Data Discovery

Contextual Search
Data Classification
Data Matching
False Positives Reduction
Self Service Data Preparation
Sensitive Data Identification
Visual Analytics

Data Visualization

Analytics
Content Management
Dashboard Creation
Filtered Views
OLAP
Relational Display
Simulation Models
Visual Discovery

Categories and Features

Big Data

Collaboration
Data Blends
Data Cleansing
Data Mining
Data Visualization
Data Warehousing
High Volume Processing
No-Code Sandbox
Predictive Analytics
Templates

Data Analysis

Data Discovery
Data Visualization
High Volume Processing
Predictive Analytics
Regression Analysis
Sentiment Analysis
Statistical Modeling
Text Analytics

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