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It also includes tools for data exploration, visualization, integration, and querying access data sets – both real-time for immediacy and historical for context – along with supporting tools for operation and support. Delivering it all as one software stack significantly reduces the total cost of ownership by making deployment easier, minimizing hardware requirements, and simplifying maintenance.
Within the single environment, units of functionality are delivered as microservices, self-contained units that can be quickly and easily orchestrated into applications, all benefiting automatically from the supporting scalability and fault-tolerance of cloud-based protocols.
Combining streaming and historical data in one platform enables trend analysis that adds context to real-time updates for rights insights, and eliminates the development and maintenance overhead of replicated queries and analytics on separate systems.
An intuitive user interface supports the creation and deployment of data pipelines for defining ingestion, transformation, analytics, ML models, and storage that can be reused across multiple environments, whether in the cloud, on-prem or at the edge. The interface then enables data scientists to easily load, transform, query, and visualize massive datasets in near real-time.
Dynamic scalability from single-node deployments to globally distributed, multi-cloud hybrid environments ensures continuity of performance even under high volume, extreme processing conditions. For fault tolerance in non-cloud environments, KX also supports high-availability cluster configurations with node-level quorum capabilities that provide resilience in the face of network failures.
Kdb Insights implements best practices for security, including Keycloak for single sign-on user authentication and role-based access control for authorization. Monitoring capabilities help clients ensure their day-to-day operations run smoothly and on schedule with dashboards and alerts conveying current status. Users can also export performance and application metrics to integrate with incumbent systems such as Prometheus as part of their enterprise-wide monitoring.