Internet of AI technology

Core concepts validated by
scientific community in computer
science journals

Date of Publication - 01.08.2024

NEW

Dynamic Storage Optimization for AI Agents Communication

Date of Publication - 20.10.2023

Artificial Intelligence Trends in Systems

Conference paper - 16.07.2021

Artificial Intelligence in Intelligent Systems

Conference paper - 09.08.2020

Artificial Intelligence and Bioinspired Computational Methods

Conference paper - 08.08.2020

Applied Informatics and Cybernetics in Intelligent Systems

Conference paper - 08.05.2019

Software Engineering Methods in Intelligent Algorithms

Date of Publication - 01.08.2024

NEW

Dynamic Storage Optimization for AI Agents Communication

Date of Publication - 20.10.2023

Artificial Intelligence Trends in Systems

Conference paper - 16.07.2021

Artificial Intelligence in Intelligent Systems

Conference paper - 09.08.2020

Artificial Intelligence and Bioinspired Computational Methods

Conference paper - 08.08.2020

Applied Informatics and Cybernetics in Intelligent Systems

Conference paper - 08.05.2019

Software Engineering Methods in Intelligent Algorithms

Whitepaper

Documentation

Technology Overview

Explore Openfabric’s cutting-edge tech, highlighting our innovation commitment

Economy of Innovation

In order to achieve high-quality, valuable, and reliable results, the support of an economic environment is required to cover innovators’ expenses through the monetization of their work. By satisfying the financial aspect, innovators can then dedicate their time and effort toward exploring, formulating, and creating elaborate solutions which accelerate the ecosystem's growth.

Service Quality

In Openfabric, a Bayesian reputation model supervises the quality and performance of products and services through a reputation score that is computed based on community feedback. It also serves to increase collaboration amongst participants in a safe environment, without relying on a centralized authority.

Decentralized Marketplace

The Openfabric marketplace provides a uniform, intuitive, and simplified user experience, which allows the execution of AIs without the necessity of installing, configuring, or customizing anything. It consolidates the business relationship between the supply-and-demand of AI services, innovators, infrastructure providers, end-users, and businesses.

Enterprise Integration

Considering enterprise adoption of edge technologies is slow, expensive and disruptive, Openfabric provisions connectors minimising the integration friction.

Decentralization

The distributed ledger ensures undeniable contracts and unforgettable history between the platform's stakeholders. It also serves as the underlying layer for access control and identification mechanisms. The platform is orchestrated by a decentralized operating system (DOS) which manages network resources, services, and processes to coordinate the proper functioning of the system.

Privacy For All

Privacy is an essential attribute of Openfabric, which stems from the fact that algorithms and data sets are decrypted only inside the TEE so that neither the platform nor the executor has access to it.

Equilibrium

Nash equilibrium is achieved when infrastructure providers offer excellent services, innovators generate high-quality algorithms the community is willing to pay for, and service consumers efficiently combine algorithms to obtain solutions for their specific use cases.

Openfabric architecture

Overview of Openfabric’s architecture and its key components

Stakeholders

Service Consumer architecture line

AI Innovator architecture line

Data Provider architecture line

Infrastructure Provider

Openfabric Platform

Openfabric
Platform

AI Xplorer Openfabric Toolkit Openfabric SDK architecture line

Openfabric
Daemon

Openfabric Network

Openfabric
Network

Services

Registry AI and Data Warranty and Staking Ontology Reputation & Rating Execution Storage architecture line

Openfabric Worker 1

Trusted Execution Environment

Openfabric Worker N

Trusted Execution Environment

DLT

Openfabric token

The Openfabric token is a utility token fueling the ecosystem economy by enabling value transfer between parties

Challenging the most difficult problems faced by AI Platforms

Decentralization

Ensure there is no central entity controling the location of data or information processing.

Usability

Simplify interactions between end-users and AIs by providing straightforward, nontechnical flows.

Security

Protect end-user privacy and guarantee intellectual property rights.

Smart Economy

Create a built-in robust exchange medium that facilitates fair transactions between supply-and-demand of AI services.

Interoperability

Implement the use of standardized interfaces, to allow multiple AI agents to cooperate and connect in order to provide relevant answers to complex problems.

Scalability

Expand network capabilities by allowing network participants to rent their computing power for the execution and training of AIs.

Positioning

Brief comparison with the most notable alternatives suggests that Openfabric offers the most attractive set of features.

Features		Centralized				Decentralized
Features		IBM Watson	Google AI	Azure AI	Amazon ML	Singularity	Ocean Protocol	Effect AI	DeepBrain	Thought Network	Openfabric

Features	Centralized				Decentralized
Features	IBM Watson	Google AI	Azure AI	Amazon ML	Singularity	Ocean Protocol	Effect AI	DeepBrain	Thought Network	Openfabric

Decentralization
Decentralization	Governance
	Execution
	Storage

Security
Security	Ownership
Security	Privacy

Computation
Computation	Scalability
Computation	Trustfulness

Accessibility
Accessibility	Developer-friendly
	User-friendly
	Tools-integration

Smart economy
Smart economy	Fair market
	Open market
	Marketplace

Interoperability
Interoperability	Algorithm composition
	Structural level
	Open source Framework support