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    SOLUTIONS  •   MANUFACTURING

    Process and analyze
    millions of sensor measurements
    per second.

    Brochure Use Case Blog
    SOLUTIONS  •   MANUFACTURING

    Process and analyze
    millions of sensor measurements
    per second.

    Brochure Use Case Blog

    Our high-performance streaming analytics platform is ideally suited for ingesting, storing, processing, and analyzing streaming and historical data in context from industrial equipment sensors and enterprise systems. Deliver improvements to critical processes and systems at unmatched performance, scalability and fault resilience.

     

     

    Leverage Kx

    Assess the Performance

    Assess the performance of entire plants, machines and processes in real-time and feed data into predictive and machine learning models.

    Identify Root Causes

    Identify root causes for poor tool performance, process variation, defects, and yield loss; especially spatially and temporally.

    Support Sensors

    Support sensors generating measurements and events millions of times per second.

    Deliver & Visualize Data

    Deliver data and insights in milliseconds to where they are needed. Visualize data and analytics in real-time for anomaly detection and decision making.

    Minimize Yield Loss

    Actively minimize yield loss and improve tool/process health using corrective actions.

    Our solutions excel in capturing machine generated data including tool trace data, process parametric data, product yield, and test data to enable real-time process monitoring and analytics that improve fault detection, quality, and yield.

     

     

    Benefits

    Improved Operations and Quality

    Process/tool fault detection, processing efficiency, product yield and quality.

    Reduced Cost

    Reduced cost of operations with reduced cost of data management and infrastructure.

    Asset Management

    Extended useful life of assets and asset productivity with real-time monitoring of assets and predictive maintenance.

    Faster Time to Results

    Significantly improved time to results with high-speed data ingestion, processing and analytics.

    Performance & Scalability

    Powered by Kx, the world’s fastest time-series database this single integrated software platform can be deployed in the field, factory, on-premises, in the cloud or as a hybrid configuration.

    Kx enables you to scale anywhere from thousands to hundreds of millions of sensors, at any measurement frequency whilst maintaining extremely high levels of performance for analytics.

    • Ingest and process millions sensor measurements per second on a single node
    • Scale from hundreds to tens of millions of sensors and devices
    • Ingest and persist TBs of data per day per node
    • Aggregate billions of measurement records in seconds
    • Store and analyse trillions of records
    • Scale both vertically and horizontally.
    • Deliver data and actionable insights in milliseconds

    Edge

     

    Due to its small footprint and performance Kx can be used to ingest, process, store and analyze data at sub-millisecond latencies. Once stored, data can be further analyzed and enriched, and forwarded to a central location to provide a consolidated view across all data sources.

    Edge

     

    Due to its small footprint and performance Kx can be used to ingest, process, store and analyze data at sub-millisecond latencies. Once stored, data can be further analyzed and enriched, and forwarded to a central location to provide a consolidated view across all data sources.

    Analytics

    Deliver actionable insights for detecting anomalies, control processes, and make predictions in real-time on streaming and historical data.

    Kx supports joining and blending diverse data sources, enabling analytics in the right context, enriching raw data with new features, and deriving insights from complex calculations and aggregations on streaming and historical data.

    Leverage Kx in-built functions or build your own and apply them on raw data streams, historical data, and derived data. Apply algorithms developed in other programming languages and software systems running at speed.

    Send alerts, notifications and correction actions in real-time to assets, systems, and operators in real-time.

    Visualize data and analytics with interactive Dashboards and development environment.

     

    Interoperability

    Kx technology integrates with legacy systems and multiple data sources, enabling you to either augment or replace existing historians.

    Ingest Data

    Ingest data from sensors, assets, processes, files & logs, databases, messaging systems.

    Kx Fusion

    Kx Fusion integration framework facilitate integration and coexistence with your existing systems including MES, ERP, SPC, historians, message buses and protocols.

    APIs and Library

    APIs and library of software interfaces for synchronizing master and reference data (to provide context) with other systems, including assets, locations, sensors, sensor measurements, jobs, projects, and tests.

    Deliver Data

    Deliver data and analytics to applications, assets, dashboards, third party databases and machine learning platforms, and cloud on-demand.

    Make Data Immediately Available

    Make data immediately available to downstream systems while supporting ad-hoc queries and machine learning on streaming and historical data.

    An Integrated Development Environment

    An Integrated Development Environment (IDE) and Dashboards enable users to customize and extend product capability for your specific use cases in areas like fault detection, process control and yield ramp where access to a large amount of data is critical.

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