DxChain - Big Data Combined with Blockchain: The World's First Decentralized Platform Combines Big Data and Machine Learning, Building on Blockchain Computer Center

in dxchain •  6 years ago 

Have you ever thought about owning your own data? What happens if you are not the owner of your own data, but a "different"? In this article, you will be exploring the issues and solutions for data breach with a promising project - DxChain.

I. What is DxChain?
DxChain is a platform that allows Big Data and machine learning to be supported by a central computing blockchain with its own token (DXC token). This project serves as a platform for data transactions for users who want to sell data in the simplest way. Big data and machine learning calculations will be used to promote easier and more flexible data usage.
The platform aims to provide end-users with not only a platform for data exchange but also a platform for business analysis to process data, supporting detailed business information. In addition, the design of the platform is also to solve big data in a decentralized environment by applying blockchain to data storage and computation. Thus, DxChain will change the basic meaning of the Internet, and big data.
II. What does the structure of DxChain consist of?
The structure of DxChain is adapted from IPFS, Hadoop, HDFS, GFS, FileCoin, IOTA, IoTeX, Plasma, TrueBit, Morpheo and Golem.
The whole system is designed as a platform to provide computing services related to computers and large data with the assistance of decentralized data that can be owned by any commercial company. any. This platform will connect specially designed personal computers, specially designed operators, to facilitate easier and less expensive data computations. With its unique string architecture design and a number of major enhancements, DxChain offers a comprehensive solution for running intelligent machine learning and enterprise algorithms on large data and keeping data confidential. high confidential.
III. The idea of ​​DxChain
DxChain with data network and large centralized learning machine, powered by a centralized block computing calculator with four major improvements:
1/ A new decentralized computing framework for introducing verification and computation of data.
DxChain provides large data and hierarchical computer learning with the support of decentralized data storage. This project needs support from the chain-on-chain structure, host chain management, storage chain and chain of calculations, to achieve consensus and provide incentives in the byzantine structure.
Hadoop, the big data platform, has proven to be our calculator, which acts as a tool for keeping track of tasks, tracking tasks, and communicating with one another using one. Calculate sequences to synchronize running tasks. With two consensus, the Game Verification Mechanism and the Data Composite Could Provide (PDC), this note can provide rewards for power calculation notes.
2/ Design The string on the string is based on a master string and two strings.
"String-on-string" solves storage and computational problems. Inspired by Hadoop, DxChain is said to stand on the shoulders of giants.

The string-on-string architecture consists of a master string and two side strings for computation and storage respectively. The three strings are equipped with two unique characteristics: 1, the host structure and the side chain, the functional split in which the host chain is flexible, and two flexible sequences address the scalability problems, High throughput and delay of blockchain.

Master chain: stores asset information such as status, transaction, receipt and contract. The string-on-string architecture consists of two strings, including the string and the string.
Data String is built on P2P file storage system and non-asset data storage. While String Calculator is supposed to support specific calculation tasks.

String-on-string architecture
3/ Enables large data acquisition and machine learning when combining Hadoop with DxChain
Hadoop is an industry that has proven great data platforms including HDFS for file storage, work scheduling and set of tools for running distributed tasks. As a centralized system, the platform needs coordinators to schedule work. DxChain is designed to move the Hadoop ecosystem to a decentralized environment.
4/ Flexible and robust DxChain architecture, designed specifically to support the most demanding business data exchange and data analysis needs.
Master Chain is similar to Bitcoin and Ethereum, it stores ledger and asset information such as state, transactional and smart contracts. Master Chain is used to store small pieces of information as it is invariant.
With smart contracts surpassing the host and side chains, the entire system can keep costs low on the host chain, as well as high-performance computing and data storage on the side chains.
5/ Minable- can dig
There are 3 types of diggers: computer diggers, diggers and mass training. All three types of miners will receive a DX token to receive the reward. In addition, dApps built on top of DxChain can use the DX tokens for their own purposes.
6/ Consensus protocol
Proof of space time (PoSt- Proof of Spacetime)
DxChain is designed to improve the PDP - Provided Data Possession protocol and is suitable for decentralized environments. A PoSt system must be complete and secure if any honest P hosting a copy of F can always produce valid evidence and persuade the V verifyer.
7/ Proof of Chain - Proof of Chain

Even when offline, prover people can prove the capacity, as it can provide evidence of persistent time storage that does not often require verification. The chain of proof is a verifiable data structure that challenges chain sequencing and evidence.

IV. Token info

V. Judgment and conclusions
DxChain's outstanding features are chain-on-chain design, storage, computing with consensus protocol and incentive mechanisms. DxChain is learning more about the Proof of Useful Work, Proof of Storage and Proof of Computing on its platform to address the recent major data shortcomings. DxChain has eliminated the Big Data problem, the original problem is the high cost and mandatory for data storage services; The second is the difficulty in collecting data sources for small organizations; The third is the distribution of unfair profits obtained from data and, last but not least, solving security and privacy issues.

With DxChain, the data does not belong to the organization, nor is it centrally managed in the company's database. The data will belong to the individual, represented as a token or coin on the identity strings. It is clear that DxChain is not a new idea, but still a promising project in reality.

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