Ratings and Reviews 0 Ratings

Total
ease
features
design
support

This software has no reviews. Be the first to write a review.

Write a Review

Ratings and Reviews 2 Ratings

Total
ease
features
design
support

Alternatives to Consider

  • RunPod Reviews & Ratings
    116 Ratings
    Company Website
  • enforza Reviews & Ratings
    1 Rating
    Company Website
  • Google Cloud Platform Reviews & Ratings
    55,697 Ratings
    Company Website
  • NXT1 LaunchIT Reviews & Ratings
    2 Ratings
    Company Website
  • LM-Kit.NET Reviews & Ratings
    3 Ratings
    Company Website
  • Delska Reviews & Ratings
    14 Ratings
    Company Website
  • phoenixNAP Reviews & Ratings
    6 Ratings
    Company Website
  • Google Compute Engine Reviews & Ratings
    1,111 Ratings
    Company Website
  • Kamatera Reviews & Ratings
    151 Ratings
    Company Website
  • LogicMonitor Reviews & Ratings
    1,038 Ratings
    Company Website

What is Amazon Elastic Inference?

Amazon Elastic Inference provides a budget-friendly solution to boost the performance of Amazon EC2 and SageMaker instances, as well as Amazon ECS tasks, by enabling GPU-driven acceleration that could reduce deep learning inference costs by up to 75%. It is compatible with models developed using TensorFlow, Apache MXNet, PyTorch, and ONNX. Inference refers to the process of predicting outcomes once a model has undergone training, and in the context of deep learning, it can represent as much as 90% of overall operational expenses due to a couple of key reasons. One reason is that dedicated GPU instances are largely tailored for training, which involves processing many data samples at once, while inference typically processes one input at a time in real-time, resulting in underutilization of GPU resources. This discrepancy creates an inefficient cost structure for GPU inference that is used on its own. On the other hand, standalone CPU instances lack the necessary optimization for matrix computations, making them insufficient for meeting the rapid speed demands of deep learning inference. By utilizing Elastic Inference, users are able to find a more effective balance between performance and expense, allowing their inference tasks to be executed with greater efficiency and effectiveness. Ultimately, this integration empowers users to optimize their computational resources while maintaining high performance.

What is Amazon EC2?

Amazon Elastic Compute Cloud (Amazon EC2) is a versatile cloud service that provides secure and scalable computing resources. Its design focuses on making large-scale cloud computing more accessible for developers. The intuitive web service interface allows for quick acquisition and setup of capacity with ease. Users maintain complete control over their computing resources, functioning within Amazon's robust computing ecosystem. EC2 presents a wide array of compute, networking (with capabilities up to 400 Gbps), and storage solutions tailored to optimize cost efficiency for machine learning projects. Moreover, it enables the creation, testing, and deployment of macOS workloads whenever needed. Accessing environments is rapid, and capacity can be adjusted on-the-fly to suit demand, all while benefiting from AWS's flexible pay-as-you-go pricing structure. This on-demand infrastructure supports high-performance computing (HPC) applications, allowing for execution in a more efficient and economical way. Furthermore, Amazon EC2 provides a secure, reliable, high-performance computing foundation that is capable of meeting demanding business challenges while remaining adaptable to shifting needs. As businesses grow and evolve, EC2 continues to offer the necessary resources to innovate and stay competitive.

Media

Media

Integrations Supported

AWS Backup
AWS Elastic Load Balancing
AWS Trainium
ArcServe Live Migration
Goliath Performance Monitor
Hopsworks
HostBill
Hosted Graphite
Kaholo
Kechie
Kissflow
Linx
OutSystems
PARiM Software
PostgresML
Protegrity
PuppyGraph
SQL Query Tuner
Securaa
pdfRest API Toolkit Self-Hosted

Integrations Supported

AWS Backup
AWS Elastic Load Balancing
AWS Trainium
ArcServe Live Migration
Goliath Performance Monitor
Hopsworks
HostBill
Hosted Graphite
Kaholo
Kechie
Kissflow
Linx
OutSystems
PARiM Software
PostgresML
Protegrity
PuppyGraph
SQL Query Tuner
Securaa
pdfRest API Toolkit Self-Hosted

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Amazon

Date Founded

2006

Company Location

United States

Company Website

aws.amazon.com/machine-learning/elastic-inference/

Company Facts

Organization Name

Amazon

Date Founded

1994

Company Location

United States

Company Website

aws.amazon.com/ec2/

Categories and Features

Infrastructure-as-a-Service (IaaS)

Analytics / Reporting
Configuration Management
Data Migration
Data Security
Load Balancing
Log Access
Network Monitoring
Performance Monitoring
SLA Monitoring

Categories and Features

Infrastructure-as-a-Service (IaaS)

Analytics / Reporting
Configuration Management
Data Migration
Data Security
Load Balancing
Log Access
Network Monitoring
Performance Monitoring
SLA Monitoring

Popular Alternatives

Popular Alternatives

AWS Neuron Reviews & Ratings

AWS Neuron

Amazon Web Services