PIE: A lightweight control scheme to address the bufferbloat problem

Pan, Rong; Natarajan, Preethi; Piglione, C.; Prabhu, Mythili Suryanarayana; Subramanian, Vijay; Baker, Fred; VerSteeg, Bill

doi:10.1109/hpsr.2013.6602305

Cited by 245 publications

(201 citation statements)

References 9 publications

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“…Another no-knobs AQM variant, called PIE [9], has also been proposed recently. PIE determines the level of network congestion based on latency moving trends.…”

Section: Aqm Based Solutionsmentioning

confidence: 99%

Buffer sizing in wireless networks: challenges, solutions, and opportunities

2016

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“…Another no-knobs AQM variant, called PIE [9], has also been proposed recently. PIE determines the level of network congestion based on latency moving trends.…”

Section: Aqm Based Solutionsmentioning

confidence: 99%

Buffer sizing in wireless networks: challenges, solutions, and opportunities

2016

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“…The Proportional Integral controller Enhanced (PIE) AQM [24] randomly drops a packet at the onset of congestion. Similar to CoDel, it uses queuing latency instead of the more commonly used queue length.…”

Section: B Piementioning

confidence: 99%

“…The very recent work in [23] is close in style to our own evaluation study; however, it only uses default parameters, and the comparison with RED is based on simulations. In contrast, we investigate the effect of varying the parameters of the algorithms and compare against a real-life implementation of the auto-tuning variant of RED, ARED, which we consider to be a more appropriate algorithm to compare against.…”

Section: Introductionmentioning

confidence: 99%

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The new AQM kids on the block: An experimental evaluation of CoDel and PIE

Khademi

Ros

Welzl

2014

2014 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)

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Abstract-Active Queue Management (AQM) design has again come into the spotlight of network operators, vendors and OS developers. This reflects the growing concern and sensitivity about the end-to-end latency perceived by today's Internet users. CoDel and PIE are two AQM mechanisms that have recently been presented and discussed in the IRTF and the IETF as solutions for keeping latency low. To the best of our knowledge, they have so far only been evaluated or compared against each other using default parameter settings, which naturally presents a rather limited view of their operational range. We set thus to perform a broader experimental evaluation using real-world implementations in a wired testbed. We have in addition compared them with a decadeold variant of RED called Adaptive RED, which shares with CoDel and PIE the goal of "knob-free" operation. Surprisingly, in several instances results were favorable towards Adaptive RED.

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“…A Proportional Integral controller-Enhanced (PIE) scheduler [11] was also proposed to control the average queuing latency. The goal of these AQM schemes is overcoming bufferbloat; not per-flow fairness.…”

Section: Introductionmentioning

confidence: 99%

Per-Flow Throughput Fairness in Ring Aggregation Network with Multiple Edge Routers

Nakayama¹,

Sezaki

2018

BDCC

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Ring aggregation networks are often employed by network carriers because of their efficiency and high fault tolerance. A fairness scheme is required in ring aggregation to achieve per-flow throughput fairness and bufferbloat avoidance, because frames are forwarded along multiple ring nodes. N Rate N + 1 Color Marking (NRN + 1CM) was proposed to achieve fairness in ring aggregation networks consisting of Layer-2 Switches (SWs). With NRN + 1CM, frames are selectively discarded based on color and the frame-dropping threshold. To avoid the accumulation of a queuing delay, frames are discarded at upstream nodes in advance through the notification process for the frame-dropping threshold. However, in the previous works, NRN + 1CM was assumed to be employed in a logical daisy chain topology linked to one Edge Router (ER). The currently available threshold notification process of NRN + 1CM cannot be employed for ring networks with multiple ERs. Therefore, this paper proposes a method for applying NRN + 1CM to a ring aggregation network with multiple ERs. With the proposed algorithm, an SW dynamically selects the dropping threshold to send in order to avoid excess frame discarding. The performance of the proposed scheme was confirmed through computer simulations.

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PIE: A lightweight control scheme to address the bufferbloat problem

Cited by 245 publications

References 9 publications

Buffer sizing in wireless networks: challenges, solutions, and opportunities

Buffer sizing in wireless networks: challenges, solutions, and opportunities

The new AQM kids on the block: An experimental evaluation of CoDel and PIE

Per-Flow Throughput Fairness in Ring Aggregation Network with Multiple Edge Routers

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