Nexus (RapidStreams): Edge Data Stream Engine
Rapid acceleration to securely fuel your data-driven applications
Advanced Data Management
Nexus(RapidStreams) Edge Data Stream Engine is SigmaX’s comprehensive data management solution. It combines advanced capabilities to offer flexible, scalable, and accelerated data access and processing. Nexus provides the foundation for secure, real-time data streaming and processing, tailored to meet the demanding needs of modern applications.
Apache Pulsar leads the way in establishing an easy-to-scale, high-performance Publish/Subscribe event streaming and message queueing solution. Demonstrated to be faster, more scalable, and with lower publish latency than competing projects such as Kafka, Pulsar is the modern decentralized and segmented messaging system capable of supplanting less efficient (and more expensive to manage) multi-system approaches. Instead of deploying MQTT for a traditional 1:1 mapping of client message queues, and then Kafka for event-streaming, consider evaluating a more advanced and performant platform like Pulsar. SigmaX offers both on-prem and Cloud versions of Apache Pulsar, extending it to include silicon-accelerated “data functions” for common data engineering tasks. Our implementation of Pulsar is ready-to-run with end-to-end FIPS 140-2 encryption and tiered acceleration for high-demand data. It serves as the durable data backbone for projects like our Chronicle (LogHub) solution.
Apache Pulsar: Core Data Manager
- Dynamic Scaling: Easily adjusts to your workload demands.
- End-to-End Encryption: Ensures secure data transmission and storage.
- Unlimited Data Durability: Guarantees data persistence over time.
- In-Stream Functions: Allows real-time data processing within the stream.
Trino (formerly Presto SQL)” Streamlined Data Querying
- Pulsar SQL: Enables simple and familiar querying of streams.
- In-Place Data Querying: Eliminates the need for complex, slow, and error-prone data copying operations.
- Time Savings: Delivers up to 80% wall clock time savings on query execution.
- Scalability: Capable of scaling to Exabyte levels.
Apache Superset: No-Code Visualization Builder:
- Offers a simple interface for creating visualizations without coding.
- SQL IDE: Provides a state-of-the-art environment for advanced SQL queries.
- Pulsar Integration: Connects with Apache Pulsar to visualize data at a petabyte scale, making it a powerful tool for data exploration.
Pulsar: The Core of Nexus
Apache Pulsar leads the way in establishing an easy-to-scale, high-performance Publish/Subscribe event streaming and message queueing solution. Demonstrated to be faster, more scalable, and with lower publish latency than competing projects, Pulsar is the modern decentralized and segmented messaging system capable of supplanting less efficient (and more expensive to manage) multi-system approaches. SigmaX offers both on-prem and cloud versions of Apache Pulsar, extending it to include silicon-accelerated “data functions” for common data engineering tasks, which are embedded within the data stream for the most efficient inline analytics we’ve seen.
![](https://sigmaxai.com/wp-content/uploads/apache-pular.webp)
Powerful Data Integration and Visualization
Nexus integrates powerful tools for querying and visualizing your data. This enables simple and familiar querying of streams, allowing data to be queried in place, eliminating complex, slow, and error-prone copy operations. The platform also offers a modern data exploration and visualization experience, allowing you to visualize data at scale with a no-code visualization builder or a state-of-the-art SQL IDE.
AI+ML Models and Software in Silicon
Nexus leverages hundreds of existing MLOps models enabled at machine-speed for real-time event and outcome modeling. Optimized for record-order at ingest, these models access in-memory data for lightning-fast performance and scalability. Data event source conversion in silicon achieves significantly lower latency in data ingestion. This technology is applicable across industrial, financial, and government sectors, providing real-time insights and operational efficiency.
Advanced AI/ML Models Supported
Nexus provides a seamless and powerful solution for data management, catering to various industry needs with advanced capabilities and high performance.
Time-series models (Holt-Winters, ARIMA)
Clustering (nearest neighbors, nn-classification, nn-regression, etc.)
Regression and Classification (linear, logistic, Lasso, Naive Bayes, SGD, Random Forest, SVM)
Model Explainability
Experience the power and flexibility of Nexus: Edge Data Stream Engine. Book a demo today
Book a demo today to see how Nexus can transform your data management and analytics processes.