Average Ratings 0 Ratings
Average Ratings 0 Ratings
Description
Amazon Elastic Inference provides an affordable way to enhance Amazon EC2 and Sagemaker instances or Amazon ECS tasks with GPU-powered acceleration, potentially cutting deep learning inference costs by as much as 75%. It is compatible with models built on TensorFlow, Apache MXNet, PyTorch, and ONNX. The term "inference" refers to the act of generating predictions from a trained model. In the realm of deep learning, inference can represent up to 90% of the total operational expenses, primarily for two reasons. Firstly, GPU instances are generally optimized for model training rather than inference, as training tasks can handle numerous data samples simultaneously, while inference typically involves processing one input at a time in real-time, resulting in minimal GPU usage. Consequently, relying solely on GPU instances for inference can lead to higher costs. Conversely, CPU instances lack the necessary specialization for matrix computations, making them inefficient and often too sluggish for deep learning inference tasks. This necessitates a solution like Elastic Inference, which optimally balances cost and performance in inference scenarios.
Description
Cloudalize's GPU-enhanced solutions provide unmatched agility, flexibility, and security for a variety of applications including IIoT and Machine Learning, as well as support for remote work. With a comprehensive suite of GPU-powered cloud services, Cloudalize enables businesses to realize their true potential. Their Desktop-as-a-Service (DaaS) offering allows users to effortlessly design and render projects using a wide array of professional software from leading vendors. This DaaS solution is quick to launch, making it an affordable and efficient option for organizations looking to enhance collaboration and enable remote work across any device. It boasts exceptional processing capabilities, ensuring operations run seamlessly and with minimal risk. Furthermore, Cloudalize’s GPU-powered DaaS is well-suited for both small to medium enterprises and larger organizations with extensive user bases, making it a versatile choice for any scale of operation. Ultimately, leveraging Cloudalize’s technology can significantly elevate a company's performance and productivity.
API Access
Has API
No
API Access
Has API
No
Integrations
Amazon EC2
Yes
Amazon EC2 G4 Instances
Yes
Amazon Web Services (AWS)
Yes
MXNet
Yes
PyTorch
Yes
TensorFlow
Yes
Integrations
Amazon EC2
No
Amazon EC2 G4 Instances
No
Amazon Web Services (AWS)
No
MXNet
No
PyTorch
No
TensorFlow
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
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
No
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
Amazon
Founded
2006
Country
United States
Website
aws.amazon.com/machine-learning/elastic-inference/
Vendor Details
Company Name
Cloudalize
Founded
2011
Country
Belgium
Website
www.cloudalize.com
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
Product Features
Desktop as a Service (DaaS)
Admin Console
No
Application Management
No
BYOL Management
No
Backup & Recovery
No
Cloud Encryption
No
Device Management
No
File Management
No
GPU Virtualization
No
Multi-Factor Authentication
No
Policy Management
No
Single Sign On
No
User Provisioning
No
Virtual Desktop (VDI)
Desktop-as-a-Service
Yes
Load Balancing
No
Multi-Device Support
Yes
Multi-Factor Authentication
No
Permissions / Access Controls
No
Self Service Portal
No
Third Party Integration
No