Amazon EC2

Amazon EC2

Amazon
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About

Amazon Elastic Compute Cloud (Amazon EC2) is a web service that provides secure, resizable compute capacity in the cloud. It is designed to make web-scale cloud computing easier for developers. Amazon EC2’s simple web service interface allows you to obtain and configure capacity with minimal friction. It provides you with complete control of your computing resources and lets you run on Amazon’s proven computing environment. Amazon EC2 delivers the broadest choice of compute, networking (up to 400 Gbps), and storage services purpose-built to optimize price performance for ML projects. Build, test, and sign on-demand macOS workloads. Access environments in minutes, dynamically scale capacity as needed, and benefit from AWS’s pay-as-you-go pricing. Access the on-demand infrastructure and capacity you need to run HPC applications faster and cost-effectively. Amazon EC2 delivers secure, reliable, high-performance, and cost-effective compute infrastructure to meet demanding business needs.

About

Amazon Elastic Inference allows you to attach low-cost GPU-powered acceleration to Amazon EC2 and Sagemaker instances or Amazon ECS tasks, to reduce the cost of running deep learning inference by up to 75%. Amazon Elastic Inference supports TensorFlow, Apache MXNet, PyTorch and ONNX models. Inference is the process of making predictions using a trained model. In deep learning applications, inference accounts for up to 90% of total operational costs for two reasons. Firstly, standalone GPU instances are typically designed for model training - not for inference. While training jobs batch process hundreds of data samples in parallel, inference jobs usually process a single input in real time, and thus consume a small amount of GPU compute. This makes standalone GPU inference cost-inefficient. On the other hand, standalone CPU instances are not specialized for matrix operations, and thus are often too slow for deep learning inference.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

All types of businesses and organizations seeking a tool providing secure and resizable compute capacity for virtually any workload

Audience

IT teams that need an advanced Infrastructure as a Service solution

Support

Phone Support Supported
24/7 Live Support Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

There are five ways to pay for Amazon EC2 instances: On-Demand, Savings Plans, Reserved Instances, and Spot Instances. You can also pay for Dedicated Hosts which provide you with EC2 instance capacity on physical servers dedicated for your use.
Free Version Not Supported
Free Trial Supported

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Reviews/Ratings

Overall 5.0 / 5
ease 5.0 / 5
features 5.0 / 5
design 4.5 / 5
support 5.0 / 5

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

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Pros & Cons from Real Users

Pros

  • High availability. Seamless integration with other AWS services. GPU instances available for graphically-intensive tasks. Lots of customizable options. Included in the free tier of AWS. Pay as you use pricing model. Better pricing than competitors (like Azure).
  • Easy to setup & use. Various categories of hardware with multiple pricing options. Highly scalable with Auto Scaling Groups. Large number of pre-built machine images (AMIs). Ability to create custom images. Secure & high availability.

Cons

  • It may take time for new users to set it up as there are lot of options and no 'wizard' setup guide.
  • Although there has been a recent overhaul of the interface, there could be more improvements to make various options and features easier to understand and use.

Training

Documentation Supported
Webinars Supported
Live Online Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Amazon
Founded: 1994
United States
aws.amazon.com/ec2/

Company Information

Amazon
Founded: 2006
United States
aws.amazon.com/machine-learning/elastic-inference/

Alternatives

Alternatives

AWS Neuron

AWS Neuron

Amazon Web Services

Categories

Categories

Infrastructure-as-a-Service (IaaS) Features

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

Integrations

Amazon EC2 G4 Instances Supported
AWS Elastic Load Balancing Supported
AWS Snowball Supported
Amazon CodeGuru Supported
Amazon EC2 Capacity Blocks for ML Supported
Amazon EC2 P5 Instances Supported
Amazon Elastic Block Store (EBS) Supported
Bevywise IoT Platform Supported
BidElastic Supported
Bugsnag Supported
Hopsworks Supported
Hosted Graphite Supported
IRI DarkShield Supported
MQTTRoute Supported
NVIDIA Isaac Sim Supported
SQL Diagnostic Manager for SQL Server Supported
SQL Workload Analysis Supported
Velda Supported

Integrations

Amazon EC2 G4 Instances Supported
AWS Elastic Load Balancing Not Supported
AWS Snowball Not Supported
Amazon CodeGuru Not Supported
Amazon EC2 Capacity Blocks for ML Not Supported
Amazon EC2 P5 Instances Not Supported
Amazon Elastic Block Store (EBS) Not Supported
Bevywise IoT Platform Not Supported
BidElastic Not Supported
Bugsnag Not Supported
Hopsworks Not Supported
Hosted Graphite Not Supported
IRI DarkShield Not Supported
MQTTRoute Not Supported
NVIDIA Isaac Sim Not Supported
SQL Diagnostic Manager for SQL Server Not Supported
SQL Workload Analysis Not Supported
Velda Not Supported
Claim Amazon EC2 and update features and information
Claim Amazon EC2 and update features and information
Claim Amazon Elastic Inference and update features and information
Claim Amazon Elastic Inference and update features and information