Average Ratings 0 Ratings
Average Ratings 230 Ratings
Description
Pepperdata autonomous, application-level cost optimization delivers 30-47% greater cost savings for data-intensive workloads such as Apache Spark on Amazon EMR and Amazon EKS with no application changes. Using patented algorithms, Pepperdata Capacity Optimizer autonomously optimizes CPU and memory in real time with no application code changes.
Pepperdata automatically analyzes resource usage in real time, identifying where more work can be done, enabling the scheduler to add tasks to nodes with available resources and spin up new nodes only when existing nodes are fully utilized. The result: CPU and memory are autonomously and continuously optimized, without delay and without the need for recommendations to be applied, and the need for ongoing manual tuning is safely eliminated.
Pepperdata pays for itself, immediately decreasing instance hours/waste, increasing Spark utilization, and freeing developers from manual tuning to focus on innovation.
Description
Runpod provides a cloud infrastructure that enables seamless deployment and scaling of AI workloads with GPU-powered pods. By offering access to a wide array of NVIDIA GPUs, such as the A100 and H100, Runpod supports training and deploying machine learning models with minimal latency and high performance. The platform emphasizes ease of use, allowing users to spin up pods in seconds and scale them dynamically to meet demand. With features like autoscaling, real-time analytics, and serverless scaling, Runpod is an ideal solution for startups, academic institutions, and enterprises seeking a flexible, powerful, and affordable platform for AI development and inference.
API Access
Has API
No
API Access
Has API
Yes
Integrations
AWS Marketplace
Yes
Amazon EKS
Yes
DeepSeek Coder
No
DeepSeek R1
No
EXAONE
No
Google Cloud Managed Service for Apache Spark
Yes
Google Cloud Platform
No
Hermes 3
No
IBM Granite
No
Llama 2
No
Integrations
AWS Marketplace
No
Amazon EKS
No
DeepSeek Coder
Yes
DeepSeek R1
Yes
EXAONE
Yes
Google Cloud Managed Service for Apache Spark
No
Google Cloud Platform
Yes
Hermes 3
Yes
IBM Granite
Yes
Llama 2
Yes
Pricing Details
No price information available.
Free Trial
Yes
Free Version
No
Pricing Details
$0.40 per hour
Free Trial
No
Free Version
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
Yes
Mac
Yes
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
Yes
Live Rep (24/7)
No
Online Support
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
Yes
Live Training (Online)
No
In Person
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
Pepperdata, Inc.
Founded
2012
Country
United States
Website
www.pepperdata.com
Vendor Details
Company Name
Runpod
Founded
2022
Country
United States
Website
www.runpod.io
Product Features
Application Performance Monitoring (APM)
Baseline Manager
Yes
Diagnostic Tools
Yes
Full Transaction Diagnostics
Yes
Performance Control
Yes
Resource Management
Yes
Root-Cause Diagnosis
Yes
Server Performance
Yes
Trace Individual Transactions
Yes
Cloud Cost Management
Cost Reduction Optimization
Yes
Dashboard
Yes
Data Import/Export
No
Data Storage
No
Data Visualization
Yes
Resource Usage Reporting
Yes
Roles / Permissions
Yes
Spend and Cost Reporting
Yes
Product Features
Infrastructure-as-a-Service (IaaS)
Analytics / Reporting
No
Configuration Management
No
Data Migration
No
Data Security
No
Load Balancing
No
Log Access
No
Network Monitoring
No
Performance Monitoring
No
SLA Monitoring
No
Machine Learning
Deep Learning
No
ML Algorithm Library
No
Model Training
No
Natural Language Processing (NLP)
No
Predictive Modeling
No
Statistical / Mathematical Tools
No
Templates
No
Visualization
No
Serverless
API Proxy
No
Application Integration
No
Data Stores
No
Developer Tooling
No
Orchestration
No
Reporting / Analytics
No
Serverless Computing
No
Storage
No
