Data Lakehouse
A data lakehouse is a modern, open architecture that enables you to store, understand, and analyze all your data. It combines the power and richness of data warehouses with the breadth and flexibility of the most popular open source data lake technologies. You can use a data lakehouse on Oracle Cloud Infrastructure (OCI) to work with the latest AI frameworks and prebuilt AI services.
Engaging with our data lakehouse experts helps ensure success from the start. Our cloud engineers provide guidance on planning, architecting, prototyping, and managing data lakehouses, so you can move faster and with more confidence.
Learn about patterns, best practices, and architectures for deploying a lakehouse on Oracle Cloud Infrastructure.
Learn how a data lakehouse on OCI provides an efficient, integrated, automated platform that integrates all your data—whether in a data warehouse, data lake, or application output—and adds analytics capabilities and machine learning to help you get the most value out of your data.
Why a data lakehouse?
Modernize your data lake
An open source-based data lake makes it possible to work with more kinds of data. But the time and effort needed to manage it can be an ongoing disadvantage. With fully managed open source lakehouse services, OCI provides both lower costs and less management, so you can expect reduced operational costs, improved scalability and security, and the ability to incorporate all of your existing data in one place.
Transform your data warehouse
Data warehouses and data marts are critical to successful businesses, and extending them to a data lakehouse will deliver even more value. With a lakehouse, data can be accessed from multiple locations with a single SQL query. Existing applications and tools get transparent access to all data, with no changes and no need to learn new skills.
Advanced analytics for Oracle applications
Data generated by enterprise applications is highly valuable, but it’s rarely fully utilized. A lakehouse simplifies access to data from multiple applications and data sources, and enables sophisticated analysis that can mean the difference between a good quarter or a bad quarter.
Data lakehouse services from Oracle
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Data management
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Expect the flexibility of data lakes and the performance of data warehouses.
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AI and machine learning
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Gain insights from data with prebuilt AI models, or create your own.
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Integration options
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Extend and connect applications, data, and processes.
A data lakehouse delivers higher performance at a lower cost
A data lakehouse on OCI consistently delivers better price performance than cloud providers like ASW.
3X
better compute price/performance
1/4
the cost for outbound bandwidth
44%
lower compute costs for HPC
Consistent and transparent global pricing across regions
With a data lakehouse from Oracle, customers have the same low cloud pricing across all regions and services, enabling predictable spend forecasting as your lakehouse grows.
All OCI services and components required to deploy a lakehouse on OCI for ~3.5 TB of data.
2 compute cores
1 TB of block storage
2.3 TB of object storage
US$2,140 per month
All OCI services and components required to deploy a lakehouse on OCI for ~17 TB of data
10 compute cores
5 TB of block storage
11.6 TB of object storage
US$10,701 per month
All OCI services and components required to deploy a lakehouse on OCI for ~33 TB of data.
20 compute cores
10 TB of block storage
23.3 TB of object storage
US$22,152 per month
Lakehouse customers
Data lakehouse partner ecosystem
Oracle partner solutions leverage and augment data lakehouses on OCI.
Informatica is the preferred partner for data integration and governance for data warehouse and lakehouse solutions.
Get started with Oracle Data Lakehouse
Try Always Free cloud services and get a 30-day trial
Oracle offers a Free Tier with no time limits on selection of services like Autonomous Data Warehouse, Compute, and Storage, as well as US$300 in free credits to try additional cloud services. Get the details and sign up for your free account today.
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What's included with Oracle Cloud Free Tier?
- Always Free
- 2 Autonomous Databases, 20 GB each
- Compute VMs
- 100 GB block volume
- 10 GB object storage
Learn with a hands-on lab
The best way to learn is to try it yourself. Try this free data lakehouse workshop, which demonstrates a typical usage scenario and highlights some of the tools you can use to build a data lakehouse.
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Access the Data Lake using Autonomous Database and Data Catalog
The labs in this workshop walk you through the steps you need to access a data lake created with Oracle Object Storage buckets by using Oracle Autonomous Database and OCI Data Catalog.
Start data lake access lab -
Get Started with Oracle Big Data Service
Learn how to create and monitor a highly available Hadoop cluster using Big Data Service and OCI. You’ll also add Oracle Cloud SQL to the cluster and access the utility and master node, and learn how to use Cloudera Manager and Hue to access the cluster directly in a web browser.
Start the data lake lab -
Build the Perfect Digital Assistant for Your Business
Learn how to work with chatbots focused on a specific set of capabilities, and master chatbots containing multiple specialized skills.
Start the digital assistant lab -
Get started with Oracle Cloud Infrastructure Anomaly Detection
Discover how to use OCI Anomaly Detection to create customized machine learning models. You’ll take data uploaded by users, use a specialized algorithm to train a model, and deploy the model into the cloud environment to detect anomalies.
Start the anomaly detection lab now
Contact sales
Interested in learning more about a data lakehouse? Let one of our experts help.
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They can answer questions such as
- How do I get started with a data lakehouse on Oracle?
- What can I do with a data lakehouse that I can’t do with a data warehouse?
- How can my business benefit from a data lakehouse?