Databricks Lakehouse Optimization: A deep dive into Delta Lake's VACUUM
Delta Lake's VACUUM command is essential for maintaining a lean data environment by cleaning up unnecessary files and reducing storage costs.
Databricks Lakehouse Optimization
Understand Spending Patterns, Implement Cost Controls, and Build a Data-driven Culture.
Book MeetingIneffective data pipelines, storage layouts, and sub-optimal resource utilization can drive up costs and limit scalability. Xebia Lakehouse Optimization helps you maximize your Databricks investment by boosting performance and efficiency.
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As data workloads grow and evolve, achieving cost efficiency and optimalresource management is more important than ever. Many organizations overlook significant opportunities to optimize their Databricks environment— improving performance without increasing investment. Our Databricks Lakehouse optimization approach can help you achieve up to 47% in cost savings, empowering your organization to scale and innovate without sacrificing performance.
Drive Business Value
Benefits of LakeWatch
Continuous & Actionable Insights
Without clear insights on spending, taking effective action is impossible. We deploy our diagnostic tool to provide you with continuous and actionable insights to show exactly where, how, and how much you canoptimize to reduce your costs and improve the performance of your workloads.
Insights
Stay in Control
Gaining control is only the beginning. We help you maintain it by implementing guardrails and best practices to manage Databricks spending, resource usage, and job efficiency through proactive monitoring, alerting, and resource policy enforcement.
Control
Cost-Aware Data Culture
Databricks Lakehouse optimization isn’t just about immediatecost savings—it’s about fostering a data-driven culture of efficiency, scalability, and performance. Our expert approach helps your team achieve short-term savings while positioning your business for long-term success.
Cost
Unlock True Business Value
Optimizing costs frees up budget that can be reinvested into new projects, driving further growth and value for your business. More efficient resource allocation means faster return on investment and growth.
Value
Our Battle-Tested Methods
How Can We Change Your Business
Comprehensive Analysis & Strategy Development
Our experts analyze your Databricks setup in just two weeks to identify inefficiencies and uncover improvement opportunities. We pinpoint performance gaps using proprietary tools and team interviews and deliver clear, tailored recommendations to guide your next steps.
1
Hands-on Support
Optimization isn’t just about identifying problems—it’s about solving them. We work closely with your team to enhance job execution, streamline storage management, and optimizeresource allocation, ensuring immediate and long-term results.
2
Knowledge Transfer & Training
We believe in empowering your team. Our experts provide hands-on training and best practices, giving your data engineers the capabilities to maintain and extend optimizations long after our work together.
3
Automated Monitoring
We implement automated monitoring and governance frameworks to track spending patterns and ensure optimal resource utilization. This guarantees that your Databricks environment remains cost-effective as your data requirements grow.
4
Continuous Improvement Through Best Practices
Our customized playbooks and governance frameworks embed continuous improvement into your operations. This ensures optimization efforts remain scalable and sustainable optimizations as your data needs evolve.
5
Optimizing Cloud Costs for a Global Cosmetics Retailer
A leading global cosmetics retailer partnered with Xebia to achieve over $700K in cloud cost savings through strategic optimization and sustainable best practices.
Our Ideas
Insights & Perspectives
Simplify your workflow deployment with Databricks Asset Bundles: Part I
Streamline deployments with a unified CLI that packages, tests, and automates Databricks workflows from development to production.
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Simplify your workflow deployment with Databricks Asset Bundles: Part II
Automate and manage complex Databricks workflows using advanced Asset Bundle features for easier promotion across environments.
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Let’s discuss how we can support your journey.