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Data warehouse ⇄ Database

Starburst Enterprise to VoltDB integration — real-time, two-way sync

Keep Starburst Enterprise and VoltDB in sync without custom scripts. Cut weeks of integration work, eliminate silent data drift, and give your team a single, reliable source of truth.

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Adopted by fast-scaling companies moving mission-critical data in real time

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Why teams connect Starburst Enterprise and VoltDB

Connect VoltDB and Starburst Enterprise with one live, two-way sync: operational rows flow into the warehouse, and computed results flow back where systems can read them fast.

Operational databases and analytical warehouses want the same data at different moments. Analysts want VoltDB's rows in Starburst Enterprise, current and joinable, without a change-data-capture pipeline to maintain. Engineers want the outputs of warehouse work, such as aggregates, features, and segments, available in VoltDB where the services that read from it get them at normal query latency.

Stacksync covers both directions with one connection. Tables or collections in VoltDB sync into Starburst Enterprise in real time, and result tables in Starburst Enterprise sync back into VoltDB, with schema and type mapping between the two systems handled for you.

Common use cases

  • Consolidate reads from multiple databases behind a single connection instead of maintaining one integration per source
  • Write curated or reconciled results back to lakehouse tables through connectors that support inserts
  • Stream committed VoltDB results out through export targets into a warehouse for historical analysis.
  • Keep product, plan, or entitlement state consistent between VoltDB and back-office systems.

Offload heavy reads

Point analytical queries at the synced copy in Starburst Enterprise and keep VoltDB focused on its operational workload.

Operational data in the warehouse, minus the pipeline

Rows from VoltDB land in Starburst Enterprise as they change, replacing hand-built CDC and batch extract jobs.

Serve warehouse results at database speed

Aggregates or model outputs computed in Starburst Enterprise sync into VoltDB, where whatever reads from that database gets them without querying the warehouse.

What you can sync between Starburst Enterprise and VoltDB

Representative objects on each side — any object or custom field can map to any target. Schemas are auto-detected; types are converted between the two systems.

Starburst Enterprise objects VoltDB objects
Columns Typed per the Trino type system, mapped from each source's native types. Export Targets and Topics Connectors that push committed data to external systems such as Kafka or JDBC sinks.
Catalogs Each catalog maps to a connector (Iceberg, Hive, PostgreSQL, and others) exposing an external source. Partitioned Tables Tables sharded across partitions by a partitioning column; the primary transactional store and sync target.
Schemas Namespaces within a catalog, mirroring the underlying source's databases or schemas. Replicated Tables Small reference tables copied to every partition, a common landing spot for synced lookup data.
Tables Queryable relations; writes pass through to sources whose connectors support them. Stored Procedures Precompiled transactional units that serve as the primary write interface.
Views Engine-level SQL views used to shape federated data before syncing it out. Materialized Views Synchronously maintained aggregates over tables, useful as pre-computed read sources.
Materialized views Precomputed results that make repeated sync reads cheaper. Streams Insert-only constructs that feed the export subsystem with committed rows.
What ships with Starburst Enterprise ⇄ VoltDB

Connect Starburst Enterprise and VoltDB for flexible, real-time data sync.

Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Starburst Enterprise–VoltDB connection.

Real-time

Two-way sync

Changes in Starburst Enterprise or VoltDB instantly reflect in both systems. No stale data, no manual imports.

No-code + pro-code

Workflow automation

Trigger automated workflows whenever Starburst Enterprise or VoltDB data changes, update records, fire webhooks, or kick off sequences without brittle API scripts.

At scale

Event queues

Handle millions of events per minute without losing a single Starburst Enterprise or VoltDB record.

Observability

Monitoring

Track your Starburst Enterprise ⇄ VoltDB sync health, view errors, and replay failed events in one click.

Trading partners

EDI

Transform legacy EDI complexity into simple database interactions between Starburst Enterprise and VoltDB.

How the Starburst Enterprise and VoltDB connectors work

Starburst Enterprise

Integration surface
ANSI SQL over JDBC/ODBC drivers and the Trino client REST protocol
Authentication
Deployment-dependent: username/password, LDAP, OAuth 2.0, or Kerberos
Change detection
Query-based polling; Starburst is a query engine and exposes no change log of its own
Capabilities
read · write
Rate limits
Throughput is governed by cluster sizing and resource groups rather than API quotas

VoltDB

Integration surface
SQL over JDBC plus native client libraries and an HTTP/JSON interface
Authentication
Database credentials
Change detection
Export streams and topics push committed changes to configured targets; otherwise polling
Capabilities
read · write
Rate limits
No API rate limits; throughput is bounded by partition count and cluster sizing.
How it works

How to connect Starburst Enterprise to VoltDB — three steps, no code

Configure and sync within minutes, no code. Whether you sync 50k or 100M+ records, Stacksync handles the queues, infra, and plumbing. Integrations are non-invasive and need zero setup on your systems.

  1. 01

    Connect your apps

    Authenticate Starburst Enterprise and VoltDB with each platform's native method — OAuth, API keys, or service accounts — plus secure options like SSH tunneling, IP whitelisting, and VPC peering.

    • OAuth 2.0
    • SSH tunnel
    • VPC peering
    Starburst Enterprise connected
    VoltDB connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

    Pick the Starburst Enterprise and VoltDB objects to sync — Stacksync auto-detects both schemas, including custom fields where the platform exposes them. Sync to existing tables, or let Stacksync create new ones with ideal data types.

    • Standard objects
    • Custom objects
    • Auto-schema
    objects · Starburst Enterprise ⇄ VoltDB
    Customers 12,480
    Sales Orders 8,213
    Invoices 5,902
    Items 1,344
  3. 03

    Map fields

    Fields map automatically even when names and types differ. Stacksync handles transformation and type casting for you, zero configuration required.

    • Auto-map
    • Type casting
    • Transforms
    Starburst Enterprise VoltDB
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
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FAQ

Starburst Enterprise and VoltDB integration FAQ

SECURITY

Security teams love Stacksync

As a data company, we understand the importance of keeping your data secure. Stacksync is built with security best practices to keep your data safe at every layer, and is DPF-certified for US, EU, UK and CH data transfers.

Learn more about security
SOC 2 type II
ISO 27001
HIPAA BAA
GDPR
CCPA
CSA STAR
DPF US-EU-UK-CH
→ SECURITY WITH BENEFITS

SSO & SCIM

Let your users access Stacksync from your centralized user management systems. Works with Okta, Azure, Google SSO and more.

Alerts

Immediately get alerted about record syncing issues over email, Slack, PagerDuty and WhatsApp. Resolve issues from a centralized dashboard with retry and revert options.

Secure connection options

Securely connects to your systems with:

OAuth 2 SSH Tunnelling SSL certificates IP Whitelisting VPN gateway VPC peering and more

Related integrations

Every pair below is a real-time, two-way sync. Search all 386 integrations available for Starburst Enterprise and VoltDB.

Popular · 8 of 386
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