Relay Mining presents a scalable solution employing probabilistic mechanisms and crypto-economic incentives to estimate RPC volume usage, facilitating decentralized multi-tenant rate limiting. Network traffic from individual applications can be concurrently serviced by multiple RPC service providers, with costs, rewards, and rate limiting governed by a native cryptocurrency on a distributed ledger. Building upon established research in token bucket algorithms and distributed rate-limiting penalty models, our approach harnesses a feedback loop control mechanism to adjust the difficulty of mining relay rewards, dynamically scaling with network usage growth. By leveraging crypto-economic incentives, we reduce coordination overhead costs and introduce a mechanism for providing RPC services that are both geopolitically and geographically distributed.
翻译:Relay Mining提出了一种可扩展的解决方案,采用概率机制与加密经济激励来估算RPC流量使用量,从而支持去中心化的多租户速率限制。各应用的网络流量可由多个RPC服务提供商同时处理,其成本、奖励及速率限制均由分布式账本上的原生加密货币管理。本研究在令牌桶算法与分布式速率限制惩罚模型的既有成果基础上,通过反馈环控制机制调整中继奖励的挖矿难度,使其随网络使用量增长而动态扩展。借助加密经济激励,我们降低了协调开销成本,并引入了一种可同时实现地缘政治与地理分布式的RPC服务提供机制。