icchain:由区块链技术驱动的点对点机器学习

Caleb Johnson, Tao Lu, Pedro Rivera, Devon McDonald, Samuel Pritchett, Lu Peng
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引用次数: 0

摘要

icchain是一个应用程序,旨在帮助满足不断增长的机器学习需求。它允许用户付钱给那些拥有强大机器的人,让他们为他们运行机器学习任务,而无需在强大的计算机上投入大量资金来自己运行机器学习任务。这类似于渲染农场之类的服务。我们的应用程序使用以太坊区块链,确保安全性和分散性,并提供支付交易平台。本文将讨论机器学习和区块链的背景、应用程序、它的工作原理、数据如何在其中移动以及如何使用它。我们希望我们的应用程序将使许多没有资金来建造或购买一台强大的计算机来实验和利用复杂的机器学习任务。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
iChain: Peer-To-Peer Machine Learning Powered by Blockchain Technology
iChain is an application which was created to help meet the growing demand of machine learning. It allows users to pay those with powerful machines to run machine learning tasks for them, bypassing the need for a significant investment in a powerful computer to run it themselves. This is similar to services like a render farm. Our application functions using the Ethereum blockchain which ensures security and decentralization, as well as providing a platform for payment transactions. This article will discuss the background on machine learning and blockchain, the application, how it works, how the data moves through it, and how to use it. We hope our application will enable many without the funds to build or buy a powerful computer to experiment with and utilize complex machine learning tasks.
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