论文标题

PNPCOIN:比特币基础架构上的分布式计算

PNPCoin: Distributed Computing on Bitcoin infrastructure

论文作者

Kolář, Martin

论文摘要

机器学习中的研究和应用受到计算资源的限制,而全球1%的电力用于计算每秒340亿sha-256哈希斯的哈希,四个数量级比世界上最强大的超级计算机的200 PETAFLOP功率高。这里介绍的工作描述了比特币上的简单软叉如何将这些无与伦比的资源调整到全球分布式计算机中。通过创建与区块链技术完全兼容的基础架构和分类帐,可以用随机的优化替换,例如深网训练,诸如gans之类的反问题和任意NP计算。

Research and applications in Machine Learning are limited by computational resources, while 1% of the world's electricity goes into calculating 34 billion billion SHA-256 hashes per second, four orders of magnitude more than the 200 petaflop power of the world's most powerful supercomputer. The work presented here describes how a simple soft fork on Bitcoin can adapt these incomparable resources to a global distributed computer. By creating an infrastructure and ledger fully compatible with blockchain technology, the hashes can be replaced with stochastic optimizations such as Deep Net training, inverse problems such as GANs, and arbitrary NP computations.

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