Databricks
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Databricks es la plataforma unificada que integra ingeniería de datos, ciencia de datos y BI sobre Apache Spark™ gestionado. Con Delta Lake nativo y un entorno colaborativo, acelera el ciclo de vida de los datos desde la ingestión hasta el ML en producción.
Itrion gestiona 30 workspaces Databricks, ejecuta 2,5 M jobs mensuales y procesa 120 PB de datos en Delta Lake con un tiempo medio de cluster startup de 30 s y un SLA del 99,9 %.
30
Workspaces
2.5 M
Jobs/mes
120 PB
Datos procesados
30 s
Cluster startup
Beneficios clave de Databricks
Ingestión, almacenamiento y ML
ACID, time travel y schema enforcement
Optimización nativa SQL
Unity Catalog & RBAC
Componentes esenciales
| Componente | Función | Uso típico |
|---|---|---|
| Workspace | Entorno colaborativo | Notebooks y dashboards |
| Clusters | Computación on‑demand | Spark & ML |
| Jobs | Orquestación programada | ETL y ML pipelines |
| Delta Lake | Data Lakehouse | ACID tables |
| Unity Catalog | Catalogación y seguridad | Governance multi‑cloud |
| Photon | Motor SQL nativo | BI y analytics |
| MLflow | Tracking y registry | Model lifecycle |
Pipeline unificado Itrion + Databricks
Fin-to-end en ≤ 150 ms para pipelines críticos.
Fortalezas de Itrion con Databricks
Razones para elegir Itrion
- • Implementación en 24 h: workspace Databricks con seguridad corporativa.
- • Costos optimizados: autoscaling spot y cluster pools reducen OPEX un 40 %.
- • Governance completa: Unity Catalog + etiquetas personalizadas para cumplimiento.
- • Soporte 24/7: respuesta S1 < 10 min, gestión proactiva de incidentes.
Databricks is the unified platform integrating data engineering, data science, and BI on managed Apache Spark™. With native Delta Lake and a collaborative environment, it accelerates the data lifecycle from ingestion to production ML.
Itrion manages 30 Databricks workspaces, runs 2.5M jobs monthly, and processes 120 PB of data in Delta Lake with an average cluster startup time of 30 s and a 99.9% SLA.
30
Workspaces
2.5M
Jobs/month
120 PB
Data processed
30 s
Cluster startup
Key benefits of Databricks
Ingestion, storage, and ML
ACID, time travel, and schema enforcement
Native SQL optimization
Unity Catalog & RBAC
Core components
| Component | Function | Typical use |
|---|---|---|
| Workspace | Collaborative environment | Notebooks and dashboards |
| Clusters | On-demand compute | Spark & ML |
| Jobs | Scheduled orchestration | ETL and ML pipelines |
| Delta Lake | Data Lakehouse | ACID tables |
| Unity Catalog | Cataloging and security | Multi-cloud governance |
| Photon | Native SQL engine | BI and analytics |
| MLflow | Tracking and registry | Model lifecycle |
Unified Itrion + Databricks pipeline
End-to-end in ≤ 150 ms for critical pipelines.
Itrion strengths with Databricks
Reasons to choose Itrion
- • 24h Implementation: Databricks workspace with corporate security.
- • Optimized costs: spot autoscaling and cluster pools reduce OPEX by 40%.
- • Complete governance: Unity Catalog + custom tags for compliance.
- • 24/7 Support: S1 response < 10 min, proactive incident management.
Databricks es la plataforma unificada que integra ingeniería de datos, ciencia de datos y BI sobre Apache Spark™ gestionado. Con Delta Lake nativo y un entorno colaborativo, acelera el ciclo de vida de los datos desde la ingestión hasta el ML en producción.
Itrion gestiona 30 workspaces Databricks, ejecuta 2,5 M jobs mensuales y procesa 120 PB de datos en Delta Lake con un tiempo medio de cluster startup de 30 s y un SLA del 99,9 %.
30
Workspaces
2.5 M
Jobs/mes
120 PB
Datos procesados
30 s
Cluster startup
Beneficios clave de Databricks
Ingestión, almacenamiento y ML
ACID, time travel y schema enforcement
Optimización nativa SQL
Unity Catalog & RBAC
Componentes esenciales
| Componente | Función | Uso típico |
|---|---|---|
| Workspace | Entorno colaborativo | Notebooks y dashboards |
| Clusters | Computación on‑demand | Spark & ML |
| Jobs | Orquestación programada | ETL y ML pipelines |
| Delta Lake | Data Lakehouse | ACID tables |
| Unity Catalog | Catalogación y seguridad | Governance multi‑cloud |
| Photon | Motor SQL nativo | BI y analytics |
| MLflow | Tracking y registry | Model lifecycle |
Pipeline unificado Itrion + Databricks
Fin-to-end en ≤ 150 ms para pipelines críticos.
Fortalezas de Itrion con Databricks
Razones para elegir Itrion
- • Implementación en 24 h: workspace Databricks con seguridad corporativa.
- • Costos optimizados: autoscaling spot y cluster pools reducen OPEX un 40 %.
- • Governance completa: Unity Catalog + etiquetas personalizadas para cumplimiento.
- • Soporte 24/7: respuesta S1 < 10 min, gestión proactiva de incidentes.
Databricks is the unified platform integrating data engineering, data science, and BI on managed Apache Spark™. With native Delta Lake and a collaborative environment, it accelerates the data lifecycle from ingestion to production ML.
Itrion manages 30 Databricks workspaces, runs 2.5M jobs monthly, and processes 120 PB of data in Delta Lake with an average cluster startup time of 30 s and a 99.9% SLA.
30
Workspaces
2.5M
Jobs/month
120 PB
Data processed
30 s
Cluster startup
Key benefits of Databricks
Ingestion, storage, and ML
ACID, time travel, and schema enforcement
Native SQL optimization
Unity Catalog & RBAC
Core components
| Component | Function | Typical use |
|---|---|---|
| Workspace | Collaborative environment | Notebooks and dashboards |
| Clusters | On-demand compute | Spark & ML |
| Jobs | Scheduled orchestration | ETL and ML pipelines |
| Delta Lake | Data Lakehouse | ACID tables |
| Unity Catalog | Cataloging and security | Multi-cloud governance |
| Photon | Native SQL engine | BI and analytics |
| MLflow | Tracking and registry | Model lifecycle |
Unified Itrion + Databricks pipeline
End-to-end in ≤ 150 ms for critical pipelines.
Itrion strengths with Databricks
Reasons to choose Itrion
- • 24h Implementation: Databricks workspace with corporate security.
- • Optimized costs: spot autoscaling and cluster pools reduce OPEX by 40%.
- • Complete governance: Unity Catalog + custom tags for compliance.
- • 24/7 Support: S1 response < 10 min, proactive incident management.
At Itrion, we provide direct, professional communication aligned with the objectives of each organisation. We diligently address all requests for information, evaluation, or collaboration that we receive, analysing each case with the seriousness it deserves.
If you wish to present us with a project, evaluate a potential solution, or simply gain a qualified insight into a technological or business challenge, we will be delighted to assist you. Your enquiry will be handled with the utmost care by our team.
At Itrion, we provide direct, professional communication aligned with the objectives of each organisation. We diligently address all requests for information, evaluation, or collaboration that we receive, analysing each case with the seriousness it deserves.
If you wish to present us with a project, evaluate a potential solution, or simply gain a qualified insight into a technological or business challenge, we will be delighted to assist you. Your enquiry will be handled with the utmost care by our team.