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Optimize Your AI with Elastic GPU Service (EGS)

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OPEN-SOURCE POWER WITH KUBESLICE

Optimize Your AI with Elastic GPU Service (EGS)

EGS is powered by KubeSlice, an open-source technology that optimizes GPU management. It creates a versatile virtualization layer compatible with any scheduler, AI model, infrastructure, or ML framework.

Try EGS on Oracle Marketplace

Kubernetes-Native

Built entirely on Kubernetes, EGS ensures robust, scalable, and efficient AI operations, perfectly suited for modern cloud environments.

Comparative Analysis

EGS Enhancements on Run, Volcano, and MLFlow

TASK	Run, Volcano, ML Flow	EGS Enhancements	Impact (Fixed Time: Maximize Jobs)	Impact (Fixed Jobs: Minimize Time)
Job Submission	Efficient	GPU Request Management	EGS:+44% More Throughput	N/A
Resource Allocation	Dynamic	Wait Time Management	EGS:+44% More Allocations	Median wait time reduced to 4 mins from 24 mins
Optimization	Standard	Intelligent Resource Allocation	EGS:+44% More Allocations	N/A
Collaboration	Basic Sharing	GPU Sharing by Teams	N/A	EGS:-32% Completion Time
Monitoring	Basic	Advanced Observability	Enhanced with EGS	Enhanced with EGS

Job Submission

Run, Volcano, ML Flow

Efficient

EGS Enhancements

GPU Request Management

Impact (Fixed Time: Maximize Jobs)

EGS: +44% More Throughput

Impact (Fixed Jobs: Minimize Time)

N/A

Resource Allocation

Run, Volcano, ML Flow

Dynamic

EGS Enhancements

Wait Time Management

Impact (Fixed Time: Maximize Jobs)

EGS: +44% More Allocations

Impact (Fixed Jobs: Minimize Time)

Median wait time reduced to 4 mins from 24 mins

Optimization

Run, Volcano, ML Flow

Standard

EGS Enhancements

Intelligent Resource Allocation

Impact (Fixed Time: Maximize Jobs)

EGS: +44% More Allocations

Impact (Fixed Jobs: Minimize Time)

N/A

Collaboration

Run, Volcano, ML Flow

Basic Sharing

EGS Enhancements

GPU Sharing by Teams

Impact (Fixed Time: Maximize Jobs)

N/A

Impact (Fixed Jobs: Minimize Time)

EGS: -32% Completion Time

Monitoring

Run, Volcano, ML Flow

Basic

EGS Enhancements

Advanced Observability

Impact (Fixed Time: Maximize Jobs)

Enhanced with EGS

Impact (Fixed Jobs: Minimize Time)

Enhanced with EGS

Elastic GPU Service

Welcome to the Future of AI Infrastructure

Elastic GPU Service (EGS) is here to revolutionize the way AI engineers manage and optimize GPU resources across single cluster, multi-cluster and multi-cloud environments. Whether you’re looking to streamline your AI operations or enhance the performance of your machine learning models, EGS is designed to meet your needs with precision and efficiency.

Features

Automatic GPU Provisioning

Experience seamless GPU resource allocation across multiple clusters and clouds, allowing your AI projects to scale effortlessly.

Multi-Tenancy Support

Securely isolate data across different tenants, ensuring your AI workloads are safe and independent.

Real-time Monitoring & Alerts

Stay ahead with continuous monitoring, real-time alerts, and proactive error detection to keep your AI operations running smoothly.

RBAC & User Priority

Implement role-based access control and user priority settings to ensure fair and secure resource distribution.

Benefits

Optimal GPU Utilization:Maximize the use of your GPU clusters, reducing idle time and improving overall efficiency.

Reduced Wait Times:Minimize delays in GPU allocation, ensuring your AI projects progress without interruptions.

Prioritization & Pre-empting:Prioritize critical AI projects, allowing for efficient pre-emption and resource allocation.

Predictive Analytics:Leverage advanced analytics to predict and remediate potential GPU errors before they impact your operations.

Try EGS Now on Oracle Cloud Marketplace

Discover how EGS can transform your AI infrastructure. Download EGS Freemium Now from Oracle Cloud Marketplace and start optimizing your GPU resources today!

Try EGS on Oracle Cloud Marketplace

Early Access

Join the EGS Alpha User Council

Are you an early adopter or an AI enthusiast looking to shape the future of GPU management? We invite you to join the EGS Alpha User Council. As a member, you will:

Gain exclusive early access to new features and updates.

Provide valuable feedback that will directly influence the development of EGS.

Network with other leading AI engineers and professionals.

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