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Hadoop Observability (Pulse)

AI-powered observability and optimization for Hadoop and big data environments.

Trusted by the World’s Leading Enterprises

Maximize Your Existing
Hadoop Environment

Pulse seamlessly fits into your existing setup, starts fast, and improves operations without disruption.

Fits Your Environment
Works across CDP, HDP, and hybrid Hadoop environments.
Start Fast, See Results
Deploy quickly and start improving operations in days.
Be Ready for What’s Next
Plan cloud or hybrid migrations with more confidence.

Hadoop Observability Advantages

Reduce firefighting, lower cost, and gain more control across the environment you already run.

Resolve Issues Faster
Speed up root cause analysis with intelligent alerts and guided troubleshooting.
AI-Powered Optimization
Reclaim capacity, reduce waste, and improve performance on existing infrastructure.
Lower Cost
Improve utilization, reduce overprovisioning, and cut unnecessary operational spend.
Bridge Skill Gaps
Reduce operational toil and help smaller teams manage complex environments with less effort.
Improve Operational Control
Understand cluster behavior, workload performance, and resource usage more clearly.
Migrate with Confidence
Reduce blind spots, lower risk and cost, and plan smarter cloud or hybrid migrations.

Get the Full Picture

See infrastructure, services, jobs, users, and cost in one place for faster issue resolution and more efficient Hadoop operations.

Node hot spotting
Capacity and JVM tracking
Resource and throughput insights
Hardware failure alerts
System telemetry
Centralized log visibility
Runtime configuration insights
Query anomaly detection
Bottleneck analysis
Task skew and waste analysis
App benchmarking
Error and log troubleshooting
Multi-cluster service visibility
NiFi, Spark, Kafka, and more
Chargeback reporting
Advanced alerting
Custom dashboards
Automated actions
Storage and compute footprint
Small and unused file reports
Usage trends
Anomaly detection
Top tables and columns
Partitioning insights

Pulse YARN Optimizer

Run more on the same infrastructure with AI-powered YARN optimization that reclaims capacity, reduces waste, and improves cluster performance.

Eliminate Waste

Reclaim idle memory and reduce unnecessary resource overhead.

Boost Cluster Performance

Improve job throughput and safely increase cluster efficiency.

Continuously Optimize

Auto-adjust resource allocations in real time for peak performance.

No Code Changes

Improve utilization and efficiency without touching applications.

Ultimate Hadoop Guide

A practical guide to lower cost, improve efficiency, and get more from Hadoop.

Why Hadoop Observability

Built for action, not just visibility.

Visibility
Troubleshooting
Optimization
Resource Use
Automation
AI Assistance
Team Productivity
Cost Visibility
Built-In / Traditional Monitoring
Limited or fragmented
Slow and manual
Reactive and limited
Overprovisioned to stay safe
More manual effort
Limited contextual guidance
Limited contextual guidance
Hard to quantify impact
End-to-end visibility
Faster root cause analysis
Continuous cluster optimization
Smarter resource utilization
Guided automation
AI-guided troubleshooting
Smaller teams do more
Clearer cost visibility
"Thanks to Acceldata,we finally divorced Cloudera"
- Peter Huang, Senior Director, T-Mobile
Modernized infrastructure with RHEL 9, Ubuntu 22, and Oracle 19c support.
Faster real-time analytics
with Pinot, Trino, and ClickHouse.
Streamlined AI/ML
workflows using
JupyterHub and MLflow.

Acceldata vs Cloudera

See Full Comparision
Pulse gave us the visibility we didn’t know we were missing.

Zero-touch ops, real-time insights, and full control — all within weeks. Fast, dependable support. A game-changer for modern data operations.”

Arunkumar S.
Client Engagement Partner, T-Mobile
ODP isn’t just an alternative to CDP — it’s better.

Smooth installs, real-time visibility with Pulse, and zero-downtime upgrades. Expert support made even our OS upgrade seamless. Glad we made the switch.”

Siva Reddy
App / Sw Development, Enterprise

PhonePe Scales Seamlessly and Supports Hyper-Growth

Acceldata supports our hyper-growth, managing one of the world's largest instant payment systems. PhonePe's data infrastructure reliability wouldn't be possible without Acceldata.
Burzin Engineer, Founder & Chief Reliability Officer, PhonePe
46%
improvement in data quality
Read Customer Story
Acceldata supports our hyper-growth, managing one of the world's largest instant payment systems. PhonePe's data infrastructure reliability wouldn't be possible without Acceldata.
Burzin Engineer, Founder & Chief Reliability Officer, PhonePe

Pubmatic Automates and Optimizes Big Data Performance

Acceldata isolated bottlenecks, automated performance, and optimized data to scale our big data environments and support critical analytics.
Ashwin Prakash, Engineering Leader, Pubmatic
$2M
saved annually on OEM costs
Read Customer Story
Acceldata isolated bottlenecks, automated performance, and optimized data to scale our big data environments and support critical analytics.
Ashwin Prakash, Engineering Leader, Pubmatic

FAQs

What does Hadoop Observability (Pulse) help you do?

Pulse helps you gain more visibility, resolve issues faster, optimize resources, and lower cost across your Hadoop and big data environments.

Does Pulse work with CDP, HDP, and hybrid Hadoop environments?

Yes. Pulse works across CDP, HDP, and hybrid Hadoop environments, so you can improve visibility and control without changing the platforms you already run.

How is Hadoop Observability (Pulse) different from built-in Hadoop or Cloudera monitoring?

Pulse goes beyond basic monitoring by bringing infrastructure, services, jobs, queues, and usage into one view, helping you find issues faster and act with more confidence. It also helps optimize cluster resource utilization.

Can Pulse help you reduce Hadoop cost and improve resource efficiency?

Yes. Pulse helps you identify waste, improve utilization, optimize YARN resources, and get more from existing infrastructure.

Does Pulse require code changes or disruption to existing workloads?

No. Pulse works with your existing environment without requiring code changes and with minimal disruption to current workloads.

Can Pulse help smaller teams manage complex Hadoop environments?

Yes. Pulse reduces manual effort with intelligent alerts, guided troubleshooting, and automation, making it easier for smaller teams to manage complex environments.

What if you need Hadoop modernization, not just observability and optimization?

If your priority is broader Hadoop modernization, vendor independence, or a more flexible long-term platform, Acceldata Open Data Platform (ODP) is built for that. Pulse can also monitor and optimize ODP environments, giving you a clear path from optimization today to modernization over time. Learn more about ODP.