首页> 外文会议>International Conference on Information Science and Applications >QoS Management of Real-Time Applications in NVRAM-Based Multi-Core Smartphones
【24h】

QoS Management of Real-Time Applications in NVRAM-Based Multi-Core Smartphones

机译:基于NVRAM的多核智能手机的实时应用QoS管理

获取原文

摘要

This paper presents a QoS management scheme for real-time applications in multi-core smartphones. Specifically, the proposed scheme guarantees the end-to-end QoS of real-time applications like a movie player, while also provides reasonable latency for other applications. To this end, we analyze the program execution path of smartphones and observe two sources of unpredictable latency that may threaten the deadline-guarantee of real-time tasks. The first is the sporadic execution of garbage collection performed in NAND flash memory and the second is the time-quantum-based completely fair scheduler used in Android. Our scheme handles these situations by two architectural supports with novel mechanisms. First, we adopt high performance NVRAM as the storage of real-time applications. By storing real-time applications and their data in NVRAM, constant I/O latency is guaranteed as NVRAM does not incur garbage collection. Second, we propose a dual-purpose scheduler, in which one core is exclusively used for a real-time task. Though CPU cycles may be wasted during the I/O execution, we show that the CPU utilization is not degraded largely as NVRAM provides sufficiently fast I/O. Experimental results show that the proposed scheme reduces the deadline miss ratio of real-time applications by 92% compared to conventional blocking I/O used in Android.
机译:本文介绍了多核智能手机中实时应用的QoS管理方案。具体而言,所提出的方案保证了像电影播放器​​这样的实时应用的端到端QoS,同时也为其他应用程序提供合理的延迟。为此,我们分析了智能手机的程序执行路径,并观察了两个可能威胁到实时任务的截止日期保证的不可预测延迟的两个来源。首先是在NAND闪存中执行的垃圾收集的偶发执行,第二个是在Android中使用的基于时间量子的完全公平调度器。我们的计划通过两种建筑支持处理这些情况,具有新的机制。首先,我们采用高性能NVRAM作为实时应用的存储。通过在NVRAM中存储实时应用及其数据,常量I / O延迟保证,因为NVRAM不会产生垃圾收集。其次,我们提出了一种双目的调度器,其中一个核心专门用于实时任务。虽然在I / O执行期间可能浪费CPU周期,但我们表明CPU利用率在很大程度上没有降级,因为NVRAM提供足够快的I / O.实验结果表明,与Android中使用的常规阻塞I / O相比,该方案可降低92%的实时应用的截止日期比率。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号