Deephaven Enterprise Overview

Deephaven Enterprise is a powerful platform for managing and analyzing streaming and time-series data. It transforms the open-source Deephaven Community engine into an enterprise-grade solution, adding the capabilities teams need to quickly and easily build advanced applications and analytics with real-time data.

Scalability & Reliability

Deephaven Enterprise is built for scalability and resilience, ensuring that queries and data pipelines can handle growth and demanding workloads. Key features include:

  • Flexible deployment, with the ability to run on one node or dozens, whether on-premises or in the cloud.
  • Centralized ingestion of both streaming and static data with support for random access, with efficient distribution across the cluster.
  • A unified data catalog that integrates diverse backends (including Iceberg, Parquet, NFS, and Deephaven Data Import Servers).
  • Horizontal scaling to support thousands of concurrent users, with replication of workloads across servers for high availability.
  • Support for exporting data to external monitoring tools (such as Prometheus), allowing Deephaven Enterprise to be integrated into existing observability infrastructure.
  • A common configuration for the cluster stored in a distributed and resilient backend (etcd), simplifying management of large deployments.

With these features, Deephaven Enterprise delivers a highly available and scalable platform that can adapt to changing workload demands while minimizing downtime and ensuring continuous operation.

Orchestration & Workflow Management

Deephaven Enterprise offers advanced orchestration and workflow management capabilities, making it easy to manage complex data-driven applications and ETL pipelines. Key features include:

  • Persistent Queries: A framework for centralized management of live queries, batch jobs, data ingestion (whether from Kafka streams, CSV files, or anything in between), and data validation.
  • Advanced Scheduling: Highly customizable job scheduling, including support for dependencies between tasks
  • Automated Pipelines: Streamline data import, transformation, and analysis through automated pipeline management.

These features simplify the process of defining, deploying, and executing workflows.

Security & Access Control

Deephaven Enterprise provides robust security features to ensure that your data is protected. Key features include:

  • Enterprise Authentication: Integrate with industry-standard authentication mechanisms (including Active Directory and SAML) for user authentication.
  • Fine-grained Permissioning: Granular access controls to raw data tables ensuring data security and compliance.
  • Multi-User Applications: Share applications securely with multiple users while maintaining appropriate access levels.
  • Extensive Audit Support: Detailed audit logs are available for tracking how users and API clients interact with the Deephaven.

This enables teams to control who has access to their data and applications, and allows administrators to ensure that sensitive information is protected.

UI & Dashboards

Deephaven Enterprise offers intuitive and highly flexible UI dashboards for interacting with queries, allowing users to easily explore and visualize their data. Additionally, dashboard sharing and discovery infrastructure make it easy to find and share insights across teams.

Deephaven's administrative tools also provide real-time visibility into query statuses, data flows, and system health, so that system administrators and developers can easily monitor and maintain the platform.