Cut Costs and Ensure SLAs with AI-Powered Spark Optimization
Maximize resource utilization and improve jobs runtime with real-time monitoring and actionable recommendations
Spark Optimization in Action
See how definity helps you monitor, profile, and optimize Spark performance & cost, with zero code changes.
Powerful Insights for Data & Platform Engineers
Actionable Spark observability
Continuous Deep Visibility
Monitor performance, SLAs, and cost at the pipeline, job, and transformation levels, with insightful drill-downs.
Real-Time Detection
Automatically identify degradations in-motion, before they impact downstream.
AI-Powered Recommendations
Get intelligent insights & drill-downs to easily root-cause inefficiencies and tune jobs.
Built for Spark devs, by Spark devs
Tailored Spark Tuning
Identify and fix CPU & memory utilization, Skew, Spill, Shuffle/Partitions, and more.
Simplified Spark Observability
Avoid getting lost in Spark UI, with a unified context linking performance, data behavior, and lineage.
Out-of-the-Box Spark Monitoring
Monitor all Spark pipelines, on-prem or cloud, with zero code changes.
Platform cost savings & resilience
Proactive Cost Optimization
Monitor cost & resource waste. Pinpoint pipeline-specific savings opportunities.
Optimal CPU and Memory Utilization
Tune jobs to free up cluster resources, cut costs, and reduce job failures.
Improved SLAs
Monitor failures & delays in real-time. Optimize jobs to reduce run-times and ensure SLAs.
Real Results, Fast
How It Works?
Continuously Monitor
Track performance, inefficiencies, and cost at all levels. Detect degradations in real-time.
Pinpoint Opportunities
Identify pipeline waste.
Get concrete optimization opportunities with highest ROI
Easily Optimize
Tune jobs & queries performance with insightful drill-downs and actionable recommendations.
Instrument in <30 minutes and get needle-moving insights within week-1
Central installation, zero code changes. On-prem or cloud.
Learn more how definity enables data engineers to optimize Spark performance & curb data platform cost.
Ready to unlock instant platform cost savings?
Optimize your Spark jobs in minutes and slash operational costs