Streams on Cloud Pak for Data
Versions 5.5.0, 5.5.1
Included
IBM
Description
You can develop and run applications that process in-flight data with the IBM Streams service. Streams enables continuous and fast analysis of massive volumes of moving data to help improve the speed of business insight and decision making.
The Streams service enables developers to work with in-flight data in analytics projects. Whether you prefer to work visually with streams flows or to write code in a Jupyter notebook or your preferred source-code editor, you can use the Streams service to:
- Build and deploy streaming applications.
- Connect to multiple streaming data sources, such as IBM Event Streams, HTTP, and IoT.
- Deliver data and insights to data stores within the Cloud Pak for Data platform and to remote data stores, such as IBM Db2® Warehouse and IBM Event Streams.
- Elastically scale Streams applications to accommodate variable workloads.
- Dynamically enable Streams application services to insert and retrieve Streams data by using a REST API.
Quick links
Integrated services
| Db2 Big SQL | Query object store and HDFS data. |
| Db2 Event Store | Work with a data store designed to rapidly ingest and analyze streamed data for event-driven applications, such as applications built for the Internet of Things. |
| Db2 | Work with a relational database that delivers advanced data management and analytics capabilities for transactional workloads. |
| Db2 Warehouse | Get in-memory processing and integrated database analytics with this high-performing analytics engine. |
| Jupyter Notebooks with R 3.6 | Access compute environments to create Jupyter Notebooks that use R 3.6 libraries. |
| RStudio Server with R 3.6 | Access the RStudio IDE. |
| SPSS Modeler | Create flows to prepare data, develop and manage models, and visualize data. No coding required. |
| Watson Discovery | Use an AI-powered search engine to extract answers from complex business documents. Train AI for deep understanding of your content, including tables and images, to help you find business-value hidden in your enterprise. |
| Watson Knowledge Studio | Create a machine learning model that understands the linguistic nuances, meaning, and relationships specific to your industry or create a rule-based model that finds entities in documents based on rules that you define. |
| Watson Machine Learning | Build, train, and deploy machine learning models with a full range of tools. |
| Watson Studio | Prepare, analyze, and model data in a collaborative environment wth tools for data scientists, developers, and domain experts. |
| Watson Speech to Text | Convert audio and voice to written text with speech recognition capabilities for your applications. |