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Description
Axe Compute offers enterprise-level bare-metal GPU infrastructure tailored for AI and machine learning applications, featuring extensive global accessibility, dedicated clusters, and reliable access. Within around 48 hours, teams can receive dedicated GPU clusters at over 200 locations, allowing for complete flexibility in selecting region, GPU type, fabric, interconnect, and topology. This solution is specifically designed to tackle the often-overlooked challenges associated with scaling AI, including delays in provisioning, limited availability in the cloud, quota restrictions, inflexible provider economics, costs linked to data movement, and performance degradation due to virtualization. By providing 100% bare-metal access without any virtualization overhead or disruptive neighbors, Axe enables teams to effectively conduct LLM training, inference, diffusion, fine-tuning, enterprise deployment, and various other AI-related tasks with enhanced control. Additionally, its distributed GPU infrastructure ensures low-latency placement close to users and data, minimizing the necessity to transfer data to centralized cloud regions, thereby streamlining operations for teams working on complex AI projects.
Description
Zymtrace is an advanced platform for continuous profiling and observability that enables engineers to enhance the performance of contemporary computing workloads running on both CPUs and GPUs. It offers profound insights into system-level operations, revealing how applications, AI models, and infrastructure utilize computing resources, which empowers developers to pinpoint inefficiencies and performance obstacles without needing to alter their code or restart their systems. Utilizing eBPF-based profiling technology, zymtrace gathers performance data throughout the entire execution stack, ranging from high-level application code and runtime libraries to the Linux kernel and GPU instructions, thus facilitating a comprehensive analysis of diverse workloads. Furthermore, it effectively correlates GPU activities with the associated CPU code paths that initiate them, addressing a significant limitation of traditional observability tools that often regard GPUs as opaque entities, providing only superficial metrics. By bridging this gap, zymtrace enhances the overall understanding of performance dynamics in complex systems, ultimately guiding more informed optimization strategies.
API Access
Has API
API Access
Has API
Integrations
.NET
Amazon S3
C++
Docker
Go
Java
Kubernetes
NVIDIA DRIVE
Node.js
OpenTelemetry
Integrations
.NET
Amazon S3
C++
Docker
Go
Java
Kubernetes
NVIDIA DRIVE
Node.js
OpenTelemetry
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
No price information available.
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Axe Compute
Country
United States
Website
axecompute.com
Vendor Details
Company Name
zymtrace
Founded
2024
Country
United States
Website
zymtrace.com
Product Features
Product Features
Artificial Intelligence
Chatbot
For Healthcare
For Sales
For eCommerce
Image Recognition
Machine Learning
Multi-Language
Natural Language Processing
Predictive Analytics
Process/Workflow Automation
Rules-Based Automation
Virtual Personal Assistant (VPA)