Pepperdata
Autonomous Cloud Cost Optimization for Big Data.
Overview
Pepperdata provides autonomous optimization for big data and analytics workloads. Its platform uses machine learning to observe workload behavior and automatically tunes resource allocation and configuration settings to improve performance and reduce costs. It gives DevOps and Platform teams visibility into their big data stack and helps them meet SLAs while controlling cloud spend.
✨ Key Features
- Autonomous Big Data Optimization
- Kubernetes and Hadoop Support
- Real-time Cost and Performance Visibility
- Automated Resource Tuning
- Capacity Planning and Recommendations
🎯 Key Differentiators
- Deep specialization in big data workloads (Spark, Hadoop)
- Autonomous, real-time tuning of jobs and infrastructure
- Support for both traditional Hadoop and Kubernetes environments
Unique Value: Provides autonomous performance and cost optimization specifically tailored for the complexities of big data workloads.
🎯 Use Cases (4)
✅ Best For
- Automatically tuning Spark job configurations for optimal performance
- Right-sizing nodes in EMR and Dataproc clusters
💡 Check With Vendor
Verify these considerations match your specific requirements:
- General-purpose web applications or non-big data workloads.
🏆 Alternatives
Offers deeper, application-aware optimization for big data frameworks than general-purpose cloud cost tools.
💻 Platforms
🔌 Integrations
🛟 Support Options
- ✓ Email Support
- ✓ Phone Support
- ✓ Dedicated Support (All tiers tier)
🔒 Compliance & Security
💰 Pricing
✓ 30-day free trial
🔄 Similar Tools in Spot Automation
Spot by NetApp
A platform for automating cloud infrastructure to ensure performance, reliability, and cost-efficien...
CAST AI
An AI-driven platform that analyzes, optimizes, and automates Kubernetes clusters to reduce cloud co...
Harness
An end-to-end platform for software delivery, including CI/CD, feature flags, and cloud cost managem...
Zesty
An AI-powered platform that automates cloud cost optimization for EC2, EBS, and Reserved Instances....
Xosphere
A fully managed service that leverages spot instances to reduce EC2 costs for fault-tolerant workloa...
Granulate
A real-time, continuous performance optimization solution that boosts application performance and cu...