Diagnosis of bottlenecks
We map symptoms, times, consumption and the points of greatest impact before making any changes.
Apache Spark · Shuffle · Performance
Apache Spark Lento Consulting - Diagnostics and Performance Optimization
We help unlock Apache Spark with structured diagnostics, tuning and adjustments that improve performance, stability and operational cost.
Apache Spark · Shuffle · Performance
How this consultancy helps your company
When the Apache Spark environment is slow, expensive, or unstable, the entire operation slows down. We work to locate bottlenecks and recover predictability without improvisation.
At Power Tuning, we combine architecture, engineering and operations to attack the root cause of the problem and leave the platform ready to grow with more security.
Focus of activity: spark jobs, partitioning, shuffle, storage, computational cost and observability
Scenarios where we help the most: Time-consuming jobs, excessive resource consumption, intermittent failures and little execution predictability.
Delivery method
How we work on the project
We combine diagnosis, execution and validation to generate technical and business results.
Objective prioritization
We organize the tuning backlog to capture quick gains without losing structural vision of the environment.
Adjustments with discretion
We refactor architecture, code, pipelines and operations with a focus on production, predictability and team support.
Validation and handover
We compare before and after, document decisions and leave the operation ready to sustain improvements.
Expected results
What changes in practice
The environment leaves reactive mode and begins to operate with more predictability, speed and cost control.
Results we usually pursue
Fewer production bottlenecks, better response time, more operational predictability and technical decisions supported by evidence.
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Talk to an expert
Choose the best time for a no-obligation meeting. In 30 minutes, we understand your scenario and present the best path.
Request a proposal
Let's talk about your challenge
Are you ready to get the most out of your data environment? Our experts evaluate your scenario without obligation.
Fill out the form below and our team will get in touch to better understand your needs and start a successful partnership.
- Free initial diagnosis of your scenario
- Response within 1 business day
- No commitment, no charge for evaluation
Talk to Apache Spark experts
Talk to our team to evaluate spark jobs, partitioning, shuffle, storage, computational cost and observability and put together an objective plan to increase the performance of your Apache Spark environment.