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    • 6. 发明授权
    • Apparatus and method to optimize revenue realized under multiple service level agreements
    • 根据多种服务水平协议优化收入的设备和方法
    • US08631105B2
    • 2014-01-14
    • US10929081
    • 2004-08-27
    • John G. AschoffDavid D. ChamblissBruce McNutt
    • John G. AschoffDavid D. ChamblissBruce McNutt
    • G06F15/173
    • H04L41/5003G06Q40/02H04L47/10
    • A method to optimize revenue realized under multiple service level agreements with multiple data storage clients is disclosed. The method provides an information storage and retrieval system. The method includes entering into (N) service level agreements to provide data storage services for (N) applications using the information storage and retrieval system, where each of the (N) service level agreements specifies an average maximum response time RTSLA. The method calculates for each value of (j), the value per unit throughput νj for the (j)th application, and then determines for each value of (j) the optimum data flow rate x(j)OPT. The method estimates, for each value of (j), a maximum data flow rate X(j)MAX that the (j)th application can utilize, and determines, for each value of (j), if x(j)OPT equals X(j)MAX. For each value of (j) where x(j)OPT does not equal X(j)MAX, the method delays execution of I/O requests from the (j)th application, such that the average response time for the (j)th application equals RT(j)SLA.
    • 公开了一种优化与多个数据存储客户端在多个服务级别协议下实现的收入的方法。 该方法提供信息存储和检索系统。 该方法包括:使用信息存储和检索系统(N)服务级别协议中的每一个指定平均最大响应时间RTSLA,进入(N)个服务级别协议来为(N)个应用提供数据存储服务。 该方法针对(j)的每个值计算(j)应用的每单位吞吐量nuj的值,然后针对(j)的每个值确定最佳数据流速x(j)OPT。 该方法针对(j)的每个值估计第(j)个应用可以利用的最大数据流量X(j)MAX,并且对于(j)的每个值确定如果x(j)OPT等于 X(j)MAX。 对于(j)其中x(j)OPT不等于X(j)MAX的每个值,该方法延迟来自(j)应用的I / O请求的执行,使得(j) th应用等于RT(j)SLA。
    • 8. 发明申请
    • VECTOR THROTTLING TO CONTROL RESOURCE USE IN COMPUTER SYSTEMS
    • 矢量图控制计算机系统中的资源使用
    • US20120079492A1
    • 2012-03-29
    • US12889741
    • 2010-09-24
    • David D. ChamblissPrashant Pandey
    • David D. ChamblissPrashant Pandey
    • G06F9/50
    • G06F9/5083
    • Embodiments are provided for managing the system performance of resources performing tasks in response to task requests from tenants. In one aspect, a system that comprises at least one resource configured to perform at least one admitted task with an impact under the control of a computer system. The computer system provides services to more than one tenant. The computer system comprises a strategist configured to assess the impact of the admitted task to create a cost function vector containing multiple cost function specifications and a budget policy vector containing multiple budget policies and an actuator. The actuator receives the cost function vector and the budget policy vector from the strategist, receives a task request one of the more than one tenants, and calculates cost functions based upon the cost function vector to predict the impact of the task request on the resources for each of the task requests. The actuator throttles the task requests based upon the budget policies for the impact on the resources to create at least one of the admitted task performed by the resource and a delayed task request.
    • 提供实施例以响应于来自租户的任务请求来管理执行任务的资源的系统性能。 在一个方面,一种系统,其包括被配置为在计算机系统的控制下执行具有冲击的至少一个允许的任务的至少一个资源。 计算机系统为多个租户提供服务。 计算机系统包括策略师,其被配置为评估所允许的任务的影响以创建包含多个成本函数规范的成本函数向量和包含多个预算策略的预算策略向量和执行器。 执行器从策略者接收成本函数向量和预算策略向量,接收多个租户中的一个租户的任务请求,并根据成本函数向量计算成本函数,以预测任务请求对资源的影响 每个任务请求。 执行器基于预算政策来阻碍任务请求,以对资源产生影响,以创建资源执行的至少一个被允许的任务和延迟的任务请求。