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Average Ratings 0 Ratings

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ease
features
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support

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Description

Amazon EC2 G4 instances are specifically designed to enhance the performance of machine learning inference and applications that require high graphics capabilities. Users can select between NVIDIA T4 GPUs (G4dn) and AMD Radeon Pro V520 GPUs (G4ad) according to their requirements. The G4dn instances combine NVIDIA T4 GPUs with bespoke Intel Cascade Lake CPUs, ensuring an optimal mix of computational power, memory, and networking bandwidth. These instances are well-suited for tasks such as deploying machine learning models, video transcoding, game streaming, and rendering graphics. On the other hand, G4ad instances, equipped with AMD Radeon Pro V520 GPUs and 2nd-generation AMD EPYC processors, offer a budget-friendly option for handling graphics-intensive workloads. Both instance types utilize Amazon Elastic Inference, which permits users to add economical GPU-powered inference acceleration to Amazon EC2, thereby lowering costs associated with deep learning inference. They come in a range of sizes tailored to meet diverse performance demands and seamlessly integrate with various AWS services, including Amazon SageMaker, Amazon ECS, and Amazon EKS. Additionally, this versatility makes G4 instances an attractive choice for organizations looking to leverage cloud-based machine learning and graphics processing capabilities.

Description

Amazon DCV eliminates the need to compromise between responsiveness and image fidelity. Its bandwidth-adaptive streaming protocol ensures that applications run with nearly instantaneous responsiveness while maintaining high-quality visuals. This highly responsive streaming capability enables users to operate graphics-heavy applications remotely, thus avoiding the costs associated with specialized workstations or the hassle of transferring large data volumes from the cloud to local devices. Moreover, on Linux systems, Amazon DCV allows multiple sessions to utilize a single GPU, providing additional savings on server infrastructure. The protocol’s compatibility across various operating systems and its browser-based access offer service builders a dependable and adaptable solution for streaming applications, catering to both cloud-based and on-premises environments. Supporting both Windows and Linux remote setups, Amazon DCV comes equipped with native clients for Windows, Linux, and MacOS, alongside an HTML5 client for easy access via web browsers. This wide range of support ensures that users can seamlessly connect and utilize their applications regardless of their operating system.

API Access

Has API Yes 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

Amazon EC2 Yes 
Amazon Web Services (AWS) Yes 
AMD Radeon ProRender Yes 
AWS HPC No 
Amazon AppStream No 
Amazon EKS Yes 
Amazon Elastic Inference Yes 
Amazon SageMaker Yes 
CUDA Yes 
Leostream No 
OpenGL Yes 

Integrations

Amazon EC2 Yes 
Amazon Web Services (AWS) Yes 
AMD Radeon ProRender No 
AWS HPC Yes 
Amazon AppStream Yes 
Amazon EKS No 
Amazon Elastic Inference No 
Amazon SageMaker No 
CUDA No 
Leostream Yes 
OpenGL No 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

No price information available.
Free Trial No 
Free Version 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 

Deployment

Web-Based Yes 
On-Premises Yes 
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 Yes 

Customer Support

Business Hours Yes 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars Yes 
Live Training (Online) Yes 
In Person Yes 

Types of Training

Training Docs Yes 
Webinars Yes 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Amazon

Founded

1994

Country

United States

Website

aws.amazon.com/ec2/instance-types/g4/

Vendor Details

Company Name

Amazon

Founded

1994

Country

United States

Website

aws.amazon.com/hpc/dcv/

Product Features

Deep Learning

Convolutional Neural Networks No 
Document Classification No 
Image Segmentation No 
ML Algorithm Library No 
Model Training No 
Neural Network Modeling No 
Self-Learning No 
Visualization No 

HPC

Product Features

Remote Desktop

Chat No 
Cross-Platform Access No 
File Transfer No 
Group View No 
Mobile Device Access No 
Multi Monitor Support No 
Record Remote Sessions No 
Remote Print No 
Remote Wake No 
User Management No 

Alternatives

Alternatives

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Leostream

Leostream Corporation