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Runtime migration of stateful event detectors with low-latency ordering constraints

机译:具有低延迟排序约束的有状态事件检测器的运行时迁移

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Runtime migration has been widely adopted to achieve several tasks such as load balancing, performance optimization, and fault-tolerance. However, existing migration techniques do not work for event detectors in distributed publish/subscribe systems that are used to analyze sensor data. Since low-latency time-constraints are no longer valid they reorder streams incorrectly and cause erroneous event detector states. This paper presents a safe runtime migration of stateful event detectors that respects low-latency time-constraints and seamlessly orders input events correctly on the migrated host. Event streams are only forwarded until timing delays are properly calibrated, the migrated event detector immediately stops processing after its state is transferred, and the processing overhead is negligible. On a Realtime Locating System (RTLS) we show that we can efficiently migrate event detectors at runtime between servers where other techniques would fail.
机译:运行时迁移已被广泛采用,以实现多项任务,例如负载平衡,性能优化和容错。但是,现有的迁移技术不适用于用于分析传感器数据的分布式发布/订阅系统中的事件检测器。由于低延迟时间约束不再有效,因此它们会错误地对流进行重新排序,并导致错误的事件检测器状态。本文介绍了状态事件检测器的安全运行时迁移,该事件迁移器应遵守低延迟时间约束,并在迁移的主机上正确无缝地对输入事件进行排序。仅转发事件流,直到正确校准定时延迟为止,迁移的事件检测器在其状态转移后立即停止处理,并且处理开销可以忽略不计。在实时定位系统(RTLS)上,我们证明了我们可以在运行时在其他技术可能会失败的服务器之间高效地迁移事件检测器。

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