Developers! The possibilities of building are endless leveraging CESS SDKs or APIs.
Harness CESS's comprehensive architecture and various development tools and bring innovative ideas to life.
Learn more:
CESS provides three types of global resources: server, network, and storage.
These comprise the infrastructure layer—one of the five layers of the CESS blockchain—which is comprised of hardware equipment.
Explore more about these resources below:
🔹 Computer resources focus on computing performance and task scheduling.
🔹 Network resources provide network bandwidth and communication channels.
🔹 Storage resources are the kernel part of the CESS system, providing a stable and reliable storage service.
CESS's Multi-format Data Rights Confirmation technology (MDRC) safeguards data ownership rights across multiple formats 🌐
Dive into what this innovative mechanism enables CESS to accomplish:
At its core, CESS's Proof of Data Reduplication and Recovery (PoDR²) ensures that the network effectively stores the replicas of user-uploaded data.
Multiple data replicas are automatically generated alongside the metadata required for recovery proof verification 🤝
Comparing these digital fingerprints enables MDRC to detect connections between different data sets.
This connection serves as evidence of the data's origin, enhancing copyright protection and bolstering data copyright enforcement.
Vulnerable data cannot be used to generate AI modules. Why? 🤔
Some private data owned by organizations cannot be shared with the public because of sensitivity and national legal issues.
Learn more about how CESS provides the solution to organizations:
CESS's multi-layer architecture integrates a decentralized cloud storage network and a CD²N, offering customizable solutions for decentralized data storage and real-time sharing.
Discover CESS's multi-layer architecture below 🔍
As the AI sector continues to grow at an exceptional rate, so does the risk of data abuse and privacy leaks 📈
Fortunately, CESS addresses these concerns with the CESS AI Protocol Suite, leveraging strengths in distributed storage and privacy computing.
Learn more:
🌐 Layer 2 Storage for Blockchain Networks
The DA Service can perform as a Layer 2 Storage solution for majot blockchain networks like Bitcoin (BTC) and Ethereum (ETH).
These blockchains to offload datasets to the CESS network, which reduces on-chain storage costs greatly.
When a storage miner receives a fragment, it requests the Trusted Execution Environment (TEE) of the consensus miner to calculate PoDR² tags.
PoDR² can identify and replace the missing segment by replicating it to another storage miner, guaranteeing the file remains accessible.
A data exchange market is vulnerable to cyberpiracy without strong enforcement of data rights protection 🦾
CESS introduces an advanced on-chain Multi-Format Data Rights Confirmation (MDRC) mechanism that assigns a unique data certificate ID to each file stored on the network.
Centralized storage solutions are increasingly exposed to security vulnerabilities and data breaches.
CESS provides the solution by offering an entirely decentralized storage solution that ensures data integrity, security, and reliability.
Discover how CESS's PoDR² drives this:
Experience unparalleled file access efficiency with CESS's CD²N and P2P technologies ⚡️
Leveraging these innovations provides a wide range of exciting benefist that empower CESS to deliver high-quality and on-demand file access.
Learn more about these innovations below:
🌐 Applications in Various Sectors
The robust and scalable nature of the DA Service makes it suitable for applications like decentralized finance, enterprise storage solutions and large-scale data management systems.
The DA Service provides reliable and secure data storage.
MDRC enhances the integrity and quality of the data trade market by facilitating robust data copyright protection.
This process offers essential data support for data rights confirmation.
🦾 Proxy Re-encryption Technology (PReT): Enables the sharing, circulation, and transfer of data ownership among users without disclosing data privacy.
🦾 Proof of Data Reduplication and Recovery (PoDR²): Ensures the security, integrity, and availability of data.
CESS employs a decentralized Proxy Re-encryption Technology (PReT) to safeguard user data 🔒
This system enables owners to swap data without compromising its confidentiality, facilitating encrypted data circulation and sharing across different entities.
The CESS DAO enables a decentralized system of governance through various transparent computer programs.
Users who hold CESS tokens are granted the opportunity to have significant authority independent of centralized control and influence the community's trajectory 🚀
This system involves fragmenting data, expanding and encoding it with redundant pieces, and distributing them across multiple storage miners.
The redundancy provided by EC enhances network reliability and resilience against system failures.
CESS offers the most optimal Web3 solution for storing and retrieving high-frequency dynamic data through its network infrastructure.
This infrastructure facilitates data interoperability, data trading market tracing and monitoring, and data profit rewards 🦾
CESS
#AI
Gap uses smart contracts to delegate the task of local models to the computing node (it can be GPUs, GPU clusters, or even another Decentralized GPU Computation Web3
#DePIN
s) in the
#CESS
network , allowing participants to join in data sharing (or just to say mining) .
Harnessing CESS AI Gap—an encryption mechanism characterized by its Byzantine-robust circuit—enables organizations to use iterative processes to refine and enhance their models securely
A high-performance cache proxy server addresses the seed issue seen in pure P2P networks.
This improves customer media access quality vastly and boosts overall P2P performance.
🔹 Dynamic Load Balancing: CD²N harnesses dynamic load balancing algorithms to distribute traffic efficiently across multiple nodes
🔹 Edge Computing: CD²N processes data closer to the end-users, further reducing latency and improving content delivery speeds.
CESS employs several key mechanisms and technologies to ensure robust data storage security.
These features collectively provide a scalable and secure storage solution within the CESS network.
Discover 3 key mechanisms below:
CESS distinguishes itself from traditional centralized storage networks by providing enhanced security, scalability, data sovereignty, data privacy, and decentralized data value circulation.
Learn more about storing data on CESS:
CD²N technology optimizes this system by allowing multiple nodes to store and provide downloads of the same content, enabling simultaneous downloads for a superior experience.
CD²N and P2P technologies enables users to access media regardless of network conditions or location.
The incentive layer is a core component of the CESS blockchain 😎
Here, storage miners manage file storage, and the cache miners handle file delivery.
Miners receive rewards corresponding to the storage capacity, compute resources, and bandwidth they contribute.
At the heart of this suite lies the CESS AI Gap, a Byzantine-robust circuit that prioritizes privacy and data sovereignty.
This technology allows participants at each CESS node to train shared AI models without exposing their original data.
The CESS AI Protocol Suite aims to standardize AI technologies such as inference and distributed training, harnessing the power of AI while ensuring data privacy and sovereignty.
This helps to establish a shared global AI model that encapsulates the collective insights gleaned from diverse datasets without compromising data privacy rights or legal statutes.
In federated learning (FL), the need for a central aggregator to maintain and update the global model is gone.
CESS AI Gap offers a unique approach by operating as an aggregator-free FL system on a blockchain network, making it entirely decentralized.
Learn more below:
In the CESS network, consensus nodes are configured with a TEE. CESS TEE consists of a private key pair unknown to external applications. This key is used to compute PoDR² Tags for each data fragment.
🦾 Proof of Idle Space (PoIS): Involves authentication, verification, and replacing idle space for storage nodes.
Learn more about how CESS ensures authenticity, data integrity, and decentralized consensus:
Why not choose distributed training for
#ResponsibleAI
? After all, there are so many photovoltaic panels and wind turbines that are not fully utilized.
@NVIDIAAI
How is accelerated computing driving
#energyefficiency
? ⚡Read our blog to explore how we are tackling power demands from data centers ➡️
Learn about the cost and energy savings from using
#AI
, and why accelerated computing is sustainable computing. 💻
Enterprises can access the storage capacity needed by leveraging this multi-layer architecture and through CESS's location-based storage selection, hierarchical permission management, & more.
CESS empowers industries with data integrity, privacy, availability, and sovereignty.
The massive training data, user interaction data are scattered and stored on multiple nodes to meet its requirements for data storage capacity and performance.
These are exactly what
#CESS
is good at~~😗
#DePIN
#AI
We’re testing SearchGPT, a temporary prototype of new AI search features that give you fast and timely answers with clear and relevant sources.
We’re launching with a small group of users for feedback and plan to integrate the experience into ChatGPT.
1. Little changes in
#CESS
architecture diagram;
2. Redefined the hierarchical stacks of
#CESS
blockchain;
3. Updated the Data Storage Process;
#DEPIN
4. Fine-tuning for some algorithm parameters;
#AI
5. Some other issues.
🌍 Dive into the latest
#CESS
Testnet Venus at our upcoming Miner Workshop! 💡 Gain hands-on experience in setting up a
#CESS
consensus node guided by our Cyber Security Expert, Frank.
⏰ 9 PM (UTC+8) Friday, August 9, 2024
🔗Scan the QR or click the link to join & watch live on
🔹 Scalability: CD²N is designed to scale elastically based on demand, where additional nodes can be added during peak times.
🔹 Energy Efficiency: CD²N includes energy-efficient protocols and hardware configurations to minimize the carbon footprint of the network.
High sensitivity data brings high security issues.
So, what if people don’t want to share their data?❓
Our answer is simple: CESS AI Gap, a Byzantine-Robust Circuit with Privacy and Data Sovereignty from the
#CESS
network.
#DePIN
#AI
#CESS
#AI
-LINK can use synchronous or asynchronous aggregation according to customs need. CESS AI-LINK allows each participant to join and upload model updates at any time by asynchronous mode.
#DePIN
🌐 CESS's production stage enables effortless data uploading through various tools such as RESTful APIs and SDKs.
🌐 CESS's storage phase boasts intelligent services tailored for images, videos, and documents, making online data processing seamless for users.
Utilizing smart contracts enables CESS AI Gap to handle round division, model aggregation, and task updates within FL processes.
Securely store your data on CESS storage nodes—ensure privacy and data integrity by leveraging the extensive storage capabilities of CESS.
❤️Attention
#CESS
Venus Testnet Consensus Node Operators:
📌Please follow the steps below to upgrade your TeeWorker program online:
cess down
cess purge
cess pullimg
Ensure that your image version is updated correctly:
cess version
cess config set
cess start
🌍 Thank you for
Based on the features of blockchain, each Org has an unchangable global model history. Any participant can obtain the global
#AI
model at any time from the smart contract deployed in the
#CESS
network.
#DePIN
The CESS blockchain is divided into 5 layers, each of which is vital in maintaining the protocol.
These layers play a key role in maximizing the performance of the network, security, and more.
Read more to explore the 5 layers:
A key aspect of traditional federated learning (FL) is the need for a centralized aggregator to maintain and update the global model, but
#CESS
#AI
-LINK is an aggregator-free federated learning environment based on the blockchain network. It is decentralized essentially.
#DePIN
Tagging large files can be a time and resource-consuming task.
By breaking down large files into manageable segments, the CESS network can maintain efficient tagging and verification processes, ensuring data integrity and availability across the network.
🔹 Incentive Layer: To allow for fair income distribution through smart contracts.
Each layer serves a role in ensuring network performance, security, and sovereignty, in conjunction with each other, to provide a comprehensive decentralized storage and content delivery solution.
MDRC enables the secure uploading, sharing, and trading of digital assets within a protected marketplace.
This allows CESS to unlock new opportunities for assessing the true worth of digital assets.
🔹 Network Layer: Enables communication, load balancing, and data transfer between nodes across the network.
🔹 Consensus Layer: Provides protocols that work together to find consensus among each node.
The CESS platform then pre-processes the data file when a client requests to store it to obtain and store its meta-data and fingerprints.
This ensures complete protocol security and absolute scalability.
The different Orgs can use the
#CESS
network to exchange parameters and models, which can be iteratied under the encryption mechanism of CESS AI-LINK(P.K.A
#AI
GAP). That is, to establish a virtual shared global model without against data privacy laws.
Isn't it cool?🤖
#DePIN
🔹 Infrastructure Layer: Includes hardware equipment such as servers, network, and storage.
🔹 Data Layer: Supports scalable data storage and provides various data processing algorithms.
Additionally, PoDR² reassures data availability using Erasure Coding (EC), where data is fragmented, expanded, and encoded with redundant data pieces.
This data is stored across different storage miners.
These innovations significantly reduces the need for numerous proxy servers, enhancing system capacity, lowering costs, and delivering data to clients' autonomous domains via high-speed transfer technology.
MDRC assigns a unique data certificate ID to each file by extracting a data fingerprint.
This ID comparison system helps detect and prevent data rights violations, ensuring the protection of a premium content quality.