Average Ratings 0 Ratings
Average Ratings 0 Ratings
Description
Azure Confidential Computing enhances the privacy and security of data by safeguarding it during processing, rather than merely when it is stored or transmitted. It achieves this by encrypting data in memory through hardware-based trusted execution environments, enabling computations to occur only after the cloud platform has authenticated the environment. This method effectively blocks access from cloud service providers, administrators, and other privileged users. Additionally, it facilitates scenarios like multi-party analytics, where various organizations can collaboratively use encrypted datasets for joint machine learning efforts without disclosing their respective data. Users maintain complete control over their data and code, dictating which hardware and software can access them, and they can transition existing workloads using familiar tools, SDKs, and cloud infrastructures. Ultimately, this approach not only fosters collaboration but also significantly bolsters trust in cloud computing environments.
Description
Cocoon represents a decentralized network focused on “confidential compute,” which allows individuals to execute AI tasks on a distributed GPU infrastructure while maintaining strict control over their data privacy. Utilizing the TON blockchain along with a network of GPU providers, it facilitates the execution of AI workloads in encrypted settings, ensuring that no singular company or node operator can access sensitive information, thereby restoring compute and data ownership to the users rather than centralized cloud services. Tasks are performed only for the necessary duration and do not leave residual data on centralized storage systems, significantly enhancing privacy, security, and decentralization. The structure of Cocoon is designed to challenge traditional big-tech cloud monopolies by providing a transparent, crypto-supported framework where resource contributors are compensated, often in native tokens, while users gain access to robust computing capabilities without relinquishing control. This innovative approach not only empowers users but also fosters a more equitable ecosystem in the realm of AI and data management.
API Access
Has API
No
API Access
Has API
No
Integrations
Azure Data Explorer
Yes
Azure Databricks
Yes
Azure Key Vault
Yes
Azure Virtual Desktop
Yes
Kubernetes
Yes
Microsoft Azure
Yes
NVIDIA Confidential Computing
Yes
TON Wallet
No
Telegram
No
Integrations
Azure Data Explorer
No
Azure Databricks
No
Azure Key Vault
No
Azure Virtual Desktop
No
Kubernetes
No
Microsoft Azure
No
NVIDIA Confidential Computing
No
TON Wallet
Yes
Telegram
Yes
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Pricing Details
Free
Free Trial
No
Free Version
Yes
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
Yes
Live Rep (24/7)
Yes
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
Yes
Live Training (Online)
Yes
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
Microsoft
Founded
1975
Country
United States
Website
azure.microsoft.com/en-us/solutions/confidential-compute
Vendor Details
Company Name
Cocoon
Country
United States
Website
cocoon.org
Product Features
Virtual Machine
Backup Management
No
Graphical User Interface
No
Remote Control
No
VDI
No
Virtual Machine Encryption
No
Virtual Machine Migration
No
Virtual Machine Monitoring
No
Virtual Server
No