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    • 5. 发明授权
    • Black-box performance control for high-volume throughput-centric systems
    • 黑盒性能控制,用于大批量吞吐量为中心的系统
    • US08387059B2
    • 2013-02-26
    • US12166768
    • 2008-07-02
    • Rong N. ChangKlaus SonnenleiterChunqiang TangSunjit TaraChun Zhang
    • Rong N. ChangKlaus SonnenleiterChunqiang TangSunjit TaraChun Zhang
    • G06F9/45
    • G06F9/542G06F9/5083G06F11/3409G06F11/3419G06F11/3447G06F11/3452G06F11/3495G06F2201/86G06F2209/5018G06F2209/5022G06F2209/508G06F2209/544H04L43/0888
    • Throughput of a high-volume throughput-centric computer system is controlled by dynamically adjusting a concurrency level of a plurality of events being processed in a computer system to meet a predetermined target for utilization of one or more resources of a computer system. The predetermined target is less than 100% utilization of said one or more resources. The adjusted concurrency level is validated using one or more queuing models to check that said predetermined target is being met. Parameters are configured for adjusting the concurrency level. The parameters are configured so that said one or more resources are shared with one or more external programs. A statistical algorithm is established that minimizes total number of samples collected. The samples may be used to measure performance used to further dynamically adjust the concurrency level. A dynamic thread sleeping method is designed to handle systems that need only a very small number of threads to saturate bottleneck resources and hence are sensitive to concurrency level changes.
    • 通过动态地调整在计算机系统中正在处理的多个事件的并发级别以满足计算机系统的一个或多个资源的使用的预定目标来控制大容量以吞吐量为中心的计算机系统的吞吐量。 所述预定目标小于所述一个或多个资源的100%利用率。 使用一个或多个排队模型验证所调整的并发级别,以检查是否满足所述预定目标。 配置参数以调整并发级别。 参数被配置为使得所述一个或多个资源与一个或多个外部程序共享。 建立统计算法,使收集的样本总数最小化。 样本可用于测量用于进一步动态调整并发级别的性能。 动态线程休眠方法旨在处理只需要非常少量线程的系统,从而使瓶颈资源饱和,因此对并发级更改敏感。