IBM watsonx.data Features
What are the features of IBM watsonx.data?
Database
- Real-Time Data Collection
- Data Distribution
- Data Lake
Integrations
- Hadoop Integration
- Spark Integration
Platform
- Machine Scaling
- Data Preparation
- Spark Integration
Processing
- Cloud Processing
Data Management
- Data Migration
- Managing Data
- Secured Data Storage
Data as a Service
- Self-Service Isights
- DaaS Quality
Architecture
- Data Fabric Creation
- DaaS Architecture
IBM watsonx.data Categories on G2
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Database
Real-Time Data Collection | Collects, stores, and organizes massive, unstructured data in real time This feature was mentioned in 17 IBM watsonx.data reviews. | 88% (Based on 17 reviews) | |
Data Distribution | Facilitates the disseminating of collected big data throughout parallel computing clusters 16 reviewers of IBM watsonx.data have provided feedback on this feature. | 90% (Based on 16 reviews) | |
Data Lake | Creates a repository to collect and store raw data from sensors, devices, machines, files, etc. 17 reviewers of IBM watsonx.data have provided feedback on this feature. | 86% (Based on 17 reviews) |
Integrations
Hadoop Integration | As reported in 17 IBM watsonx.data reviews. Aligns processing and distribution workflows on top of Apache Hadoop | 86% (Based on 17 reviews) | |
Spark Integration | Aligns processing and distribution workflows on top of Apache Hadoop 16 reviewers of IBM watsonx.data have provided feedback on this feature. | 88% (Based on 16 reviews) |
Platform
Machine Scaling | As reported in 16 IBM watsonx.data reviews. Facilitates solution to run on and scale to a large number of machines and systems | 84% (Based on 16 reviews) | |
Data Preparation | Curates collected data for big data analytics solutions to analyze, manipulate, and model 17 reviewers of IBM watsonx.data have provided feedback on this feature. | 85% (Based on 17 reviews) | |
Spark Integration | As reported in 16 IBM watsonx.data reviews. Aligns processing and distribution workflows on top of Apache Hadoop | 88% (Based on 16 reviews) |
Processing
Cloud Processing | Based on 16 IBM watsonx.data reviews. Moves big data collection and processing to the cloud | 89% (Based on 16 reviews) | |
Workload Processing | Processes batch, real-time, and streaming data workloads in singular, multi-tenant, or cloud systems This feature was mentioned in 15 IBM watsonx.data reviews. | 91% (Based on 15 reviews) |
Data Management
Data Migration | Based on 22 IBM watsonx.data reviews. Provides movement of data from one location to another. | 81% (Based on 22 reviews) | |
Managing Data | Provides an overall strategy for data governance. This feature was mentioned in 22 IBM watsonx.data reviews. | 83% (Based on 22 reviews) | |
Secured Data Storage | Aids in providing secured storage solutions for data extracted. This feature was mentioned in 22 IBM watsonx.data reviews. | 86% (Based on 22 reviews) |
Data as a Service
Self-Service Isights | As reported in 22 IBM watsonx.data reviews. Provides specialization in data-driven insights by direct access to data analysts or end users. | 86% (Based on 22 reviews) | |
DaaS Quality | Based on 22 IBM watsonx.data reviews. Provides data in structured and readable formats. | 86% (Based on 22 reviews) |
Architecture
Data Fabric Creation | Based on 22 IBM watsonx.data reviews. Aids in establishing a data fabric with a network of various tools to operationalize data. | 83% (Based on 22 reviews) | |
DaaS Architecture | Provides users with options of architecture such as centralized or decentralized. This feature was mentioned in 22 IBM watsonx.data reviews. | 83% (Based on 22 reviews) |
