The Bufferboost Effect: when Drops and Redundancy boost the Throughput

Carlo Augusto Grazia, Martin Klapež, M. Casoni
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引用次数: 2

Abstract

In this paper, we present and characterize a phenomenon that arises when network congestion is met with packet redundancy at a distributed bottleneck. Congestion typically causes packet drops at the queueing level, especially when Active Queue Management techniques are employed to mitigate the bufferbloat effect. Redundancy may be present in the form of packet replication over different paths, as a solution to increase network resilience and network availability guarantees. When both network congestion and packet redundancy are in place, a counterintuitive throughput-boosting effect may originate from them. We named this phenomenon bufferboost, for the key role played by packet drops introduced to avoid bufferbloat effects. The contributions of this paper are the definition of the buffer-boost phenomenon, its modelling through a mathematical upper bound formulation, its isolation in an emulated environment for reproducibility and its validation through an extensive numerical evaluation that also verifies the introduced model. Results show that bufferboost is a favorable side effect able to boost network throughput.
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Bufferboost效应:当下降和冗余提高吞吐量
在本文中,我们提出并描述了当网络拥塞遇到分布式瓶颈处的数据包冗余时出现的一种现象。拥塞通常会导致队列级别的数据包丢失,特别是当使用活动队列管理技术来减轻缓冲膨胀效应时。冗余可能以不同路径上的数据包复制的形式出现,作为增加网络弹性和网络可用性保证的解决方案。当网络拥塞和数据包冗余同时存在时,它们可能会产生一种违反直觉的吞吐量提升效果。我们将这种现象命名为bufferboost,因为为了避免bufferbloat效应而引入的丢包所起的关键作用。本文的贡献是缓冲-增压现象的定义,通过数学上界公式对其进行建模,在模拟环境中对其进行隔离以实现可重复性,并通过广泛的数值评估对其进行验证,该评估也验证了所引入的模型。结果表明,bufferboost是一个有利的副作用,能够提高网络吞吐量。
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