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Home»Analysis»How do AI agents benefit from a decentralized and scalable calculation?
Analysis

How do AI agents benefit from a decentralized and scalable calculation?

February 17, 2025No Comments6 Mins Read
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As AI systems become more common, there is an increasing need for rapid, secure and flexible infrastructure that is not linked to any central supplier.

What is Aleph Cloud?

Aleph Cloud is a SuperCloud compliant with the chain and compliant with the GDPR which provides storage, calculation and database services via a network of distributed nodes.

The platform combines dynamic storage based on IPF with mutable databases and secure calculation resources to support applications ranging from data processing in real time in games to the deployment of the large-scale AI model .

The wider Aleph ecosystem also includes Twentysix cloudA series of services that simplifies the deployment and management of applications on this distributed infrastructure.

Advantages for AI agents

AI agents need constant access to reliable calculation power and secure and up -to -date data. Aleph Cloud provides:

Evolutionary calculation options:

  • VM on demand and persistent: Aleph Cloud offers a variety of virtual machine options – both on demand and persistent – to suit different workloads. For tasks rich in calculation, confidential VMs provide an isolated and secure environment.
  • Server -free functions: similar to AWS Lambda but built on a distributed network, these functions allow an effective calculation and focused on long -term non -commitment to resources.

Secure treatment:

  • Confidential VM: Use hardware encryption (AMD SEV) and end -to -end encryption for data transfers to keep private sensitive calculations.

Flexible and multi-chain integration:

  • Multi-chaînes support: Allow AI agents to interact with different channels transparently, which facilitates the creation and deployment of applications that extend over several ecosystems.

GPU market to come:

  • To be launched in Q1, this function will take care of high performance tasks such as AI training and rendering, further improving the capacities of the platform for IA workloads.

Key technical characteristics

IT solutions

Aleph Cloud offers both VM on demand and always on server without server.

Confidential virtual machines – secure with an AMD SEV encryption – provide an isolated environment for sensitive AI calculations.

Data storage and management

Dynamic storage based on IPFS associated with mutable databases and encrypted volumes.

This approach supports real -time updates and data management, which is essential for AI agents which require access to evolving data sets.

IA and GPU support

An upcoming feature is the GPU public market (expected in the first quarter of 2025), which will allow effective training of AI, video and video rendering and high performance computer tasks.

In collaboration with Libertai.io, a decentralized AI platform that hosts, leads and manages AI models with open source, AI agents built using Libertai will directly benefit from the integration of GPU GPUs On Aleph Cloud.

Real -time monitoring

Tools for real -time resources monitoring allow users to follow performance measures and dynamically put resources on the scale.

Use case

Game

Collaborations with Ubisoft have made it possible to use dynamic NFT metadata in chain games such as Champions tactics And Laserhawk captain.

Since 2021, Ubisoft has exploited its own main channel node, Ubistratlab, on Aleph Cloud, which validates the network and provides essential storage resources. This infrastructure allows Ubisoft to safely manage dynamic NFT metadata, allowing players to transfer, transfer, buy or sell assets in the game with unique personalized features.

In these applications, the evolution of assets at stake and the distribution of fair lines are managed via a verifiable random function (VRF), guaranteeing a transparent and fair gameplay.

Decentralized identity

Partnerships with Synaps and Anima Levier Aleph Cloud for the management of secure and self-souveraine identity, allowing users to control and share personal data in complete safety.

Data indexing

For applications built on high -speed chains like Solana, distributed indexing provides an effective way to request data on the chain.

This is particularly beneficial for applications in decentralized finance and in other areas where the processing of data in real time is crucial.

AID APPLICATIONS

Aleph Cloud supports the development of AI agents and large -scale AI models. By providing scalable calculation resources, robust storage and secure environments for AI inference, the platform allows startups and companies to deploy innovative autonomous systems without relying on centralized infrastructure.

Use of chips and economic model

Aleph Cloud used the native Aleph token in a defined 500 m diet of tokens, with approximately 247m in circulation and 93m currently marked out.

For participation in the network, node operators are required to put 10K tokens, and those who execute a central channel node (CCNS) must put 200K tokens – both without any locking or acquisition requirements. This stimulation acts as guaranteed to provide reliable service, operators rewarded in Aleph tokens for their contributions.

The central channel nodes form the backbone of the Aleph network by ensuring safety, in processing of transactions, storing data and allowing transversal communication for decentralized applications.

The tokens are used for effective microtransaction in order to pay services such as storage, IT and data synchronization.

Note that Aleph Cloud does not include a governance mechanism for token holders.

Comparison landscape

Compared to other solutions such as Arweave, Flecoin, Render, Akash, AWS and Google Cloud, Aleph Cloud is distinguished by combining dynamic storage with calculation resources distributed in a entirely chain chain frame. For example:

  • Against storage specialists (Arweave / Filecoin):
    Aleph Cloud offers flexible storage with dynamic data management and integrated calculation, rather than static permanent storage.
  • Against the GPU -based solutions (rendered):
    Its next GPU market and versatile calculation solutions provide wider support for IA workloads.
  • Against the calcular markets (AKASH):
    The use of confidential virtual machines and a robust node structure improves security compared to deployments based on containers.
  • Against centralized giants (AWS / Google Cloud):
    Aleph Cloud offers resistance to profitability and censorship thanks to its distributed architecture, without compromising performance or security.

Conclusion

Aleph Cloud provides a secure, scalable and flexible SuperCloud solution ideal for AI agents and dynamic applications. Its combination of dynamic storage, robust calculation and multi-chaînes support meets the modern requirements of AI-oriented systems while maintaining confidentiality and profitability.

To support developers and manufacturers, Aleph offers a subsidy campaign providing for $ 1 million in cloud credits This allowed teams to experiment, build and put projects on the scale.

For those who wish to explore these more capacities, the connection with the Aleph team at Eth Denver is highly recommended.

For more details, visit the Cloud Aleph website or consult the documentation.

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