内容分发网络的股票期权隐喻
A Stock Options Metaphor for Content Delivery Networks
摘要：
股票期权的概念是用来解决资源的稀缺性，没有充分解决我们的预测机制以前的工具。使用预测保留方案，在给定的时间范围内通过成熟的技术（核回归估计器）监控网络和磁盘资源。其次，二级市场机制通过允许原始服务器（CDN客户端）之间快速交换未使用（剩余）资源，显着提高了预测预留方案的效率和鲁棒性。这种交换可以通过实施社会最佳做法或允许在一天结束时或以较短的时间间隔进行自动电子拍卖来实现。最后，我们进一步加强我们的预测机制;股票期权的获得和行使，取决于在一天结束时的资源缺乏。因此，源服务器可以以正常价格获取资源（如果需要）。我们的机制的有效性进一步提高。
英文摘要：
The concept of Stock Options is used to address the scarcity of resources, not adequately addressed by the previous tools of our Prediction Mechanism. Using a Predictive Reservation Scheme, network and disk resources are being monitored through well-established techniques (Kernel Regression Estimators) in a given time frame. Next, an Secondary Market mechanism significantly improves the efficiency and robustness of our Predictive Reservation Scheme by allowing the fast exchange of unused (remaining) resources between the Origin Servers (CDN Clients). This exchange can happen, either by implementing socially optimal practices or by allowing automatic electronic auctions at the end of the day or at shorter time intervals. Finally, we further enhance our Prediction Mechanism; Stock Options are obtained and exercised, depending on the lack of resources at the end of day. As a result, Origin Servers may acquire resources (if required) at a normal price. The effectiveness of our mechanism further improves.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
