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Description
Amazon EC2 UltraClusters allow for the scaling of thousands of GPUs or specialized machine learning accelerators like AWS Trainium, granting users immediate access to supercomputing-level performance. This service opens the door to supercomputing for developers involved in machine learning, generative AI, and high-performance computing, all through a straightforward pay-as-you-go pricing structure that eliminates the need for initial setup or ongoing maintenance expenses. Comprising thousands of accelerated EC2 instances placed within a specific AWS Availability Zone, UltraClusters utilize Elastic Fabric Adapter (EFA) networking within a petabit-scale nonblocking network. Such an architecture not only ensures high-performance networking but also facilitates access to Amazon FSx for Lustre, a fully managed shared storage solution based on a high-performance parallel file system that enables swift processing of large datasets with sub-millisecond latency. Furthermore, EC2 UltraClusters enhance scale-out capabilities for distributed machine learning training and tightly integrated HPC tasks, significantly decreasing training durations while maximizing efficiency. This transformative technology is paving the way for groundbreaking advancements in various computational fields.
Description
deepstreamHub allows businesses to synchronize persistent data across millions of devices in mere milliseconds, utilizing schemaless JSON documents that facilitate rapid updates. It offers efficient many-to-many messaging capabilities, complete with dynamic topic creation, and is supported by the ProFIT program, which is co-financed by the European Fund for Regional Development (EFRE) aimed at advancing and promoting enterprise-ready features of deepstreamHub. In today's digital landscape, applications like WhatsApp, Uber, and Google Docs require real-time data sharing as soon as it's available; however, creating and maintaining the necessary infrastructure for this is complex, challenging to scale, and often leads to synchronization issues. deepstreamHub addresses these challenges by merging the strengths of a document-oriented datastore with the agility of high-performance message brokers, resulting in a robust and scalable platform that serves a diverse range of applications and technologies. This innovative approach not only simplifies data synchronization but also enhances the overall performance of modern applications.
API Access
Has API
No
API Access
Has API
No
Integrations
AWS Neuron
Yes
AWS Nitro System
Yes
AWS Trainium
Yes
Amazon EC2
Yes
Amazon EC2 Auto Scaling
Yes
Amazon EC2 Capacity Blocks for ML
Yes
Amazon EC2 G5 Instances
Yes
Amazon EC2 Inf1 Instances
Yes
Amazon EC2 P4 Instances
Yes
Amazon EC2 P5 Instances
Yes
Integrations
AWS Neuron
No
AWS Nitro System
No
AWS Trainium
No
Amazon EC2
No
Amazon EC2 Auto Scaling
No
Amazon EC2 Capacity Blocks for ML
No
Amazon EC2 G5 Instances
No
Amazon EC2 Inf1 Instances
No
Amazon EC2 P4 Instances
No
Amazon EC2 P5 Instances
No
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Pricing Details
$90.20 per month
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
Yes
Mac
Yes
Linux
No
Chromebook
No
Customer Support
Business Hours
Yes
Live Rep (24/7)
Yes
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)
No
In Person
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
Yes
Vendor Details
Company Name
Amazon
Founded
1994
Country
United States
Website
aws.amazon.com/ec2/ultraclusters/
Vendor Details
Company Name
deepstreamHub
Country
Germany
Website
deepstreamhub.com
Product Features
Machine Learning
Deep Learning
No
ML Algorithm Library
No
Model Training
No
Natural Language Processing (NLP)
No
Predictive Modeling
No
Statistical / Mathematical Tools
No
Templates
No
Visualization
No
Product Features
Application Development
Access Controls/Permissions
Yes
Code Assistance
No
Code Refactoring
Yes
Collaboration Tools
Yes
Compatibility Testing
Yes
Data Modeling
Yes
Debugging
No
Deployment Management
Yes
Graphical User Interface
No
Mobile Development
No
No-Code
Yes
Reporting/Analytics
Yes
Software Development
No
Source Control
Yes
Testing Management
No
Version Control
No
Web App Development
No
