Cut Costs and Ensure SLAs with
AI-Powered Spark Optimization
Maximize resource utilization and improve jobs runtime
with real-time monitoring and actionable recommendations
Effortless Spark Optimization for Immediate Cost Savings
Tired of digging into Spark UI and fumbling to know where to start?
With definity, Spark performance can be seamlessly monitored and contextualized, so optimization is simplified and automated. Optimize your Spark jobs in minutes, avoid fire-drills, and start saving your organization hundreds of thousands of dollars!
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.
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.
Ready to unlock instant platform cost savings?
Optimize your Spark jobs in minutes and slash operational costs
Learn more how definity enables data engineers to
optimize Spark performance & curb data platform cost.