Cut Costs and Ensure SLAs with
Agentic Spark Optimizations
Easily optimize at-scale with dynamic auto-tuning and deep code optimizations
Agentic Optimizations for Data Engineers
Actionable Spark observability
Continuous Deep Visibility
Monitor performance, SLAs, code, and cost at the job and query levels, with insightful drill-downs.
Real-Time Detection
Automatically identify degradations in-motion, before they impact downstream.
AI-Powered Auto-Tuning
Optimize jobs dynamically across clusters, jobs, and code.
Built for Spark devs, by Spark devs
Tailored Spark Tuning
Identify and fix CPU and memory utilization, Data 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
Pinpoint waste and job-specific savings opportunities, out-of-the-box.
AI-Powered Auto-Tuning
Auto-tune jobs at-scale, to free up cluster resources, cut costs, and reduce job failures and run-times.
Deep Code Optimizations
Fix inefficient code with tailored code recommendations based on job-specific performance and data behavior.
Enterprise impact
Real Results, Fast
40-60%
cost saving
70%
fewer SLA misses
Week-1
auto-tuning
50%
faster deploys & upgrades
How It Works?
Continuously Monitor
Track performance, inefficiencies, and cost at job-level, and detect degradations in real-time.
Pinpoint Opportunities
Profile job and data behavior, and identify optimization opportunities with high ROI
Optimize At-Scale
Auto-tune jobs dynamically and deeply optimize code with actionable recommendations.
Instrument in <15 minutes and start capturing savings within week-1
Central installation. Zero code changes. Cloud or on-prem.
Learn more how definity enables data engineers to cut Spark costs and ensure SLAs with agentic auto-tuning and deep code optimizations.
Ready to unlock instant platform cost savings?
Optimize your Spark jobs in minutes and slash operational costs