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Versions: 00

Network Working Group                                         M. Bagnulo
Internet-Draft                                        A. Garcia-Martinez
Intended status: Experimental                                       UC3M
Expires: January 9, 2020                                   G. Montenegro
                                                      P. Balasubramanian
                                                               Microsoft
                                                            July 8, 2019


 rLEDBAT: receiver-driven Low Extra Delay Background Transport for TCP
                   draft-bagnulo-iccrg-rledbat-00.txt

Abstract

   This document specifies the rLEDBAT, a receiver-driven, less-than-
   best-effort congestion control algorithm for TCP.

Status of This Memo

   This Internet-Draft is submitted in full conformance with the
   provisions of BCP 78 and BCP 79.

   Internet-Drafts are working documents of the Internet Engineering
   Task Force (IETF).  Note that other groups may also distribute
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   This Internet-Draft will expire on January 9, 2020.

Copyright Notice

   Copyright (c) 2019 IETF Trust and the persons identified as the
   document authors.  All rights reserved.

   This document is subject to BCP 78 and the IETF Trust's Legal
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   the Trust Legal Provisions and are provided without warranty as
   described in the Simplified BSD License.



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Table of Contents

   1.  Introduction  . . . . . . . . . . . . . . . . . . . . . . . .   2
   2.  Motivations for rLEDBAT . . . . . . . . . . . . . . . . . . .   3
   3.  rLEDBAT overview  . . . . . . . . . . . . . . . . . . . . . .   4
   4.  rLEDBAT design rationale  . . . . . . . . . . . . . . . . . .   5
     4.1.  Controlling the receive window  . . . . . . . . . . . . .   5
       4.1.1.  Avoiding window shrinking . . . . . . . . . . . . . .   6
       4.1.2.  Window Scale Option . . . . . . . . . . . . . . . . .   6
     4.2.  Using the RTT to estimate the queueing delay  . . . . . .   7
     4.3.  Inter-rLEDBAT fairness  . . . . . . . . . . . . . . . . .   9
     4.4.  Reacting to packet loss . . . . . . . . . . . . . . . . .   9
     4.5.  Bootstrapping . . . . . . . . . . . . . . . . . . . . . .  10
     4.6.  Reaction to path changes  . . . . . . . . . . . . . . . .  11
   5.  rLEDBAT algorithm . . . . . . . . . . . . . . . . . . . . . .  11
     5.1.  Data structures . . . . . . . . . . . . . . . . . . . . .  11
     5.2.  Algorithm . . . . . . . . . . . . . . . . . . . . . . . .  12
     5.3.  rLEDBAT parameters  . . . . . . . . . . . . . . . . . . .  13
   6.  Security Considerations . . . . . . . . . . . . . . . . . . .  13
   7.  IANA Considerations . . . . . . . . . . . . . . . . . . . . .  13
   8.  Acknowledgements  . . . . . . . . . . . . . . . . . . . . . .  14
   9.  Informative References  . . . . . . . . . . . . . . . . . . .  14
   Authors' Addresses  . . . . . . . . . . . . . . . . . . . . . . .  14

1.  Introduction

   LEDBAT (Low Extra Delay Background Transport) [RFC6817] is a
   congestion-control algorithm that implements a less-than-best-effort
   (LBE) traffic class.

   When LEDBAT traffic shares a bottleneck with one or more TCP
   connections using standard congestion control algorithms such as
   Cubic [RFC8312] (hereafter standard-TCP for short), it reduces its
   sending rate earlier and more aggressively than standard-TCP
   congestion control, allowing standard-TCP traffic to use more of the
   available capacity.  In the absence of competing standard-TCP
   traffic, LEDBAT aims to make an efficient use of the available
   capacity, while keeping the queuing delay within predefined bounds.

   LEDBAT reacts both to packet loss and to variations in delay.
   Regarding to packet loss, LEDBAT reacts with a multiplicative
   decrease, similar to most TCP congestion controllers.  Regarding
   delay, LEDBAT aims for a target queueing delay.  When the measured
   current queueing delay is below the target, LEDBAT increases the
   sending rate and when the delay is above the target, it reduces the
   sending rate.  LEDBAT estimates the queuing delay by subtracting the
   measured current one-way delay from the estimated base one-way delay
   (i.e. the one way delay in the absence of queues).



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   The LEDBAT specification [RFC6817] defines the LEDBAT congestion-
   control algorithm, implemented in the sender to control its sending
   rate.  LEDBAT is specified in a protocol and layer agnostic manner.

   In this document, we describe rLEDBAT, a receiver-based, less-than-
   best-effort congestion control algorithm. rLEDBAT is inspired in
   LEDBAT but with the following differences:

      rLEDBAT is implemented in the TCP receiver and controls the
      sending rate of the sender through the TCP Receiver Window.

      rLEDBAT uses the round-trip-time (RTT) to estimate the queuing
      delay.

      rLEDBAT uses an Additive Increase/Multiplicative Decrease
      algorithm to achieve inter-(r)LEDBAT fairness and avoid the late-
      comer advantage observed in LEDBAT.

2.  Motivations for rLEDBAT

   rLEDBAT enables new use cases and new deployment models, fostering
   the use of LBE traffic and benefitting the global Internet by
   improving overall allocation of resources.  The following scenarios
   are enabled by rLEDBAT:

      Content Delivery Networks and more sophisticated file distribution
      scenarios: Consider the case where the source of a file to be
      distributed (e.g., a software developer that wishes to distribute
      a software update) would prefer to use LEDBAT and it enables
      LEDBAT in the servers containing the source file.  However,
      because the file is being distributed through a CDN which
      surrogates do not support LEDBAT, the result is that the file
      transfers, originated from CDN surrogates will not be using
      LEDBAT.  Interestingly enough, in the case of the software update,
      the developer also controls the software performing the download
      in the client, the receiver of the file, but because current
      LEDBAT is a sender-based algorithm, controlling the client is not
      enough to enable LEDBAT in the communication. rLEDBAT would enable
      the use of LBE traffic class for file distribution in this setup.

      Interference from proxies and other middleboxes: Proxies and other
      middleboxes are a commonplace in the Internet.  For instance, in
      the case of mobile networks, proxies are frequently used.  In the
      case of enterprise networks, it is common to deploy corporate
      proxies for filtering and firewalling.  In the case of satellite
      links, Performance Enhancement Proxies (PEPs) are deployed to
      mitigate the effect of the long delay in TCP connection.  These
      proxies terminate the TCP connection on both ends and prevent the



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      use of LEDBAT in the segment between the proxy and the sink of the
      content, the client.  By enabling rLEDBAT, clients would be able
      to enable LBE traffic between them and the proxy.

      Receiver-defined preferences.  It is frequent that the bottleneck
      of the communication is the access link.  This is particularly
      true in the case of mobile devices.  It is then especially
      relevant for mobile devices to properly manage the capacity of the
      access link.  With current technologies, it is possible for the
      mobile device to use different congestion control algorithms
      expressing different preferences for the traffic.  For instance, a
      device can choose to use standard-TCP for some traffic and to use
      LEDBAT for other traffic.  However, this would only affect the
      outgoing traffic since both standard-TCP and LEDBAT are sender-
      driven.  The mobile device has no means to manage the traffic in
      the down-link, which is in most cases, the most critical hop for a
      typical eye-ball end-user. rLEDBAT enables the mobile device to
      selectively use LBE traffic class for some of the incoming
      traffic.  For instance, by using rLEDBAT, a user can use regular
      standard-TCP/UDP for video stream (e.g., Youtube) and use rLEDBAT
      for other background file download.

3.  rLEDBAT overview

   rLEDBAT is a congestion control mechanism implemented at the
   receiver-end of a TCP connection.  The rLEDBAT receiver controls the
   sender's rate through the Receive Window announced to the receiver in
   the TCP header.

   rLEDBAT implements an Additive Increase/Multiplicative decrease that
   reacts to both delay and packet loss.  Similarly to LEDBAT, rLEDBAT
   limits the queueing delay in the path to a target delay T. rLEDBAT
   uses the RTT to estimate the queueing delay.  The rLEDBAT receiver
   uses the TCP TimeStamp option to measure the RTT. rLEDBAT estimates
   the Base RTT (i.e. the RTT when there is no queuing delay) as the
   minimum observed RTT in the last n minutes. rLEDBAT estimation of the
   queuing delay (qd) is obtained subtracting the Base RTT from latest
   sample(s) of the RTT.

   The rLEDBAT algorithm at the receiver calculates a window value
   (rl.WND) which is then conveyed to the sender though the RECEIVE
   WINDOW field of the TCP header.  We describe next how rl.WND value is
   calculated.

   Suppose that the rl.WND was last updated at time t0 and its current
   value is then rl.WND(t0) and at time t1 a packet is received.  The
   rLEDBAT receiver updates rl.WND as follows:




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   if qd < T, then rl.WND(t1) = rl.WND(t0) + alpha*MSS/rl.WND(t0)

   if qd > T, then rl.WND(t1) = rl.WND(t0)*betad

   with MSS being the Maximum Segment Size of the TCP connection, and
   alpha and betad being the additive increase and multiplicative
   decrease parameters respectively.  This base algorithm results that
   while the queueing delay is below the target T, the congestion window
   increases by alpha * MSS$ per RTT, (with alpha > 1) while if the
   queueing delay is above the target T, the congestion control window
   is multiplied by betad, with 0 < betad < 1.  The multiplicative
   reduction is applied at most one per RTT.

   rLEDBAT also performs a multiplicative decrease (with parameter
   betal) in case there is packet loss.  Packet loss are detected at the
   receiver through the observation of retransmitted packets.
   Retransmissions of the sender are detected at the receiver by
   observing the sequence number of the segment and the timestamp value,
   as we describe later on.

4.  rLEDBAT design rationale

4.1.  Controlling the receive window

   rLEDBAT uses the Receive Window (RCV.WND) of TCP to enable the
   receiver to control the sender's rate.  [I-D.ietf-tcpm-rfc793bis]
   defines that the RCV.WND is used to announce the available receive
   buffer to the sender for flow control purposes.  In order to avoid
   confusion, we will call fc.WND the value that a standard RFC793bis
   TCP receiver calculates to set in the receive window for flow control
   purposes.  We call rl.WND the window value calculated by rLEDBAT
   algorithm and we call RCV.WND the value actually included in the
   Receive Window field of the TCP header.  For a RFC793bis receiver,
   RCV.WND == fc.WND.

   In the case of rLEDBAT receiver, the rLEDBAT receiver sets the
   RCV.WND to the minimum of rl.WND and fc.WND, honoring both.

   When using rLEDBAT, two congestion controllers are in action in the
   flow of data from the sender to the receiver, namely, the congestion
   control algorithm of TCP in the sender side and the rLEDBAT
   congestion control algorithm executed in the receiver and conveyed to
   the sender through the RCV.WND.  In the normal TCP operation, the
   sender uses the minimum of the congestion window cwnd and the
   receiver window RCV.WND to calculate the sender's window SND.WND.
   This is also true for rLEDBAT, as the sender is a regular TCP sender.
   Because rLEDBAT is designed to react earlier and more aggressively to
   congestion than regular TCP congestion control, the rl.WND contained



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   in the RCV.WND field of TCP will be in general smaller than the
   congestion window calculated by the TCP sender, implying that the
   rLEDBAT congestion control algorithm will be effectively controlling
   the sender's window.  Moreover, this also guarantees that even if the
   queuing delay is mis-estimated, the flow will never transmit more
   aggressively than a TCP flow, as the sender's congestion window
   limits the sending rate.

   In summary, the sender's window is: SND.WND = min(cwnd, rl.WND,
   fc.WND)

4.1.1.  Avoiding window shrinking

   The rLEDBAT algorithm increases or decreases the rl.WND according to
   congestion signals (variations on the estimations of the queueing
   delay and packet loss).  If the new congestion window is smaller than
   the current one and there is the possibility that directly announcing
   it in the RCV.WND may result in shrinking the window, i.e., moving
   the right window edge to the left.  Shrinking the window is
   discouraged as per [I-D.ietf-tcpm-rfc793bis], as it may cause
   unnecessary packet loss and performance penalty.

   In order to avoid window shrinking, upon the reception of a data
   packet, the announced window can be reduced in the number of bytes
   contained in the packet at most.  This may not always be enough to
   honor the new calculated value of the rl.WND.  So, in order to reduce
   the window as dictated by the rLEDBAT algorithm, the receiver will
   progressively reduce the advertised RCV.WND, always honoring that the
   reduction is less or equal than the received bytes, until the target
   window determined by the rLEDBAT algorithm is reached.  Because the
   rLEDBAT algorithm only allows to perform at most one multiplicative
   decrease per RTT, this allows the receiver to drain enough packets
   from the packets in-flight to reach the reduced window resulting form
   the rLEDBAT algorithm without need for resorting to shrinking the
   receiver window.

4.1.2.  Window Scale Option

   The Window Scale (WS) option [RFC7323] is a mean to increase the
   maximum window size permitted by the Receive Window.  The use of the
   WS option implies that the changes in the window are expressed in the
   units resulting of the WS option used in the TCP connection.  This
   means that the rLEDBAT client will have to accumulate the increases
   resulting from the different received packets, and only convey a
   change in the window when the accumulated sum of increases is equal
   or higher than one unit used to express the receive window according
   to the WS option in place for the TCP connection.




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   Changes in the receive window that are smaller than 1 MSS are
   unlikely to have any immediate impact on the sender's rate, as usual
   TCP segmentation practice results in sending full segments (i.e.,
   segments of size equal to the MSS).  So, accumulating changes in the
   receive window until completing a full MSS in the sender or in the
   receiver makes little difference.

   Current WS option specification [RFC7323] defines that allowed values
   for the WS option are between 0 and 14.  Assuming a MSS around 1500
   bytes, WS option values between 0 and 11 result in the receive window
   being expressed in units that are about 1 MSS or smaller.  So, WS
   option values between 0 and 11 have no impact in rLEDBAT.

   WS option values higher than 11 can affect the dynamics of rLEDBAT,
   since control may become too coarse (e.g., with WS of 14, a change in
   one unit of the receive window implies a change of 10 MSS in the
   effective window).

   For the above reasons, we recommend that when rLEDBAT is used, the
   rLEDBAT client should set WS option values lower than 12.  Additional
   experimentation is required to explore the impact of larger WS values
   in rLEDBAT dynamics.

   Note that the recommendation for rLEDBAT to set the WS option value
   to lower values does not precludes the communication with servers
   that set the WS option values to larger values, since the WS option
   value used is set independently for each direction of the TCP
   connection.

4.2.  Using the RTT to estimate the queueing delay

   rLEDBAT uses the round trip time (RTT) instead of the one-way delay
   to estimate the queueing delay.  In order to estimate the queueing
   delay using the RTT, the rLEDBAT receiver estimates the base RTT
   (i.e., the constant components of the RTT) and also measures the
   current RTT.  By subtracting these two values, we obtain the queuing
   delay to be used by the rLEDBAT controller.

   rLEDBAT discovers the base RTT (RTTb) by taking the minimum value of
   the measured RTTs over a period of time.  The current RTT (RTTc) is
   estimated using a number of recent samples and applying a filter,
   such as the minimum (or the mean) of the last k samples.  Using the
   RTT to estimate the queueing delay has a number of shortcomings and
   difficulties that we discuss next.

   The queuing delay measured using the RTT includes also the queueing
   delay experienced by the return packets in the direction from the
   rLEDBAT receiver to the sender.  This is a fundamental limitation of



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   this approach.  The impact of this error is that the rLEDBAT
   controller will also react to congestion in the reverse path
   direction which results in an even more conservative mechanism.

   In order to measure the RTT, rLEDBAT relies on the Time Stamp (TS)
   option [RFC7323].  By matching the TSVal value carried in outgoing
   packets with the TSecr value observed in incoming packets, it is
   possible to measure the RTT.  This allows the rLEDBAT receiver to
   measure the RTT even if it is acting as a pure receiver.  In a pure
   receiver there is no data flowing from the rLEDBAT receiver to the
   sender, making impossible to match data packets with acknowledgements
   packets to measure the RTT, as it is usually done in TCP for other
   purposes.

   Several issues must be addressed when using this approach in order to
   avoid an artificial increase of the observed RTT.  Consider a TCP
   communication involving two hosts, host A, which is the legacy
   server, and host B, the rLEDBAT client, which is a pure receiver i.e.
   it has no data to send.  Following the proposed method for estimating
   the RTT, host B will include a TSVal value in a TS option when
   sending packets to A.  Since we are assuming that B has no data to
   send, the TS option will be carried in pure Acknowledgment packets.
   Upon the reception to the TS Option, host A will copy the value of
   the TSVal into the TSecr field of the TS option and include that
   option into the next data packet towards host B.  However, there are
   two reasons why A may not send a packet immediately back to B,
   artificially increasing the measured RTT.  The first reason is when A
   has no data to send.  The second is when A has no available window to
   put more packets in-flight.  We describe next how each of these cases
   is addressed.

   The case where the sender has no data to send when it receives the
   pure Acknowledgement carrying the TSVal to be echoed is rare in the
   expected rLEDBAT use cases.rLEDBAT will be used mostly for background
   file transfers so the sender will have data to send throughout the
   lifetime of the communication.  If the file is structured in blocks
   of data, it may be the case that seldom, the sender will have to wait
   until the next block is available to proceed with the data transfer.
   We propose to address this situation by using a minimum filter of the
   last k samples when measuring the current RTT to discard the (rare)
   artificially bloated samples.

   The limitation of available sender's window to send more packets can
   come either from the congestion window in host A or from the
   announced receive window from the rLEDBAT in host B.  Normally, the
   receive window will be the one to limit the sender's transmission
   rate, since rLEDBAT is designed to be more restrictive on the
   sender's rate than standard-TCP.  In any case, if the limiting factor



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   is the congestion window in the sender, it is irrelevant if rLEDBAT
   further reduces the receive window due to a bloated RTT measurement,
   since the rLEDBAT is not actively controlling the sender's rate.  To
   address the case in which the limiting factor is the receive window
   announced by rLEDBAT, the receiver should discard the RTT
   measurements done while reducing the window and avoid including
   bloated samples in the queueing delay estimation.  The rLEDBAT
   receiver is aware whether a given TSVal value was sent in a packet
   where the window was reduced, and if so, it can discard the
   corresponding RTT measurement.  In the proposed algorithm, the
   affected samples are used for the current RTT estimation, but are not
   used for updating the rl.WND, as rl.WND remain unchanged for one RTT
   after a decrease episode.

   Finally, depending on the frequency of the local clock used to
   generate the values included in the TS option, several packets may
   carry the same TSVal value.  If that happens, the rLEDBAT receiver
   will be unable to match the different outgoing packets carrying the
   same TSVal value with the different incoming packets carrying also
   the same TSecr value.  However, it is not necessary for rLEDBAT to
   use all packets to estimate the RTT and sampling a subset of in-
   flight packets per RTT is enough to properly assess the queueing
   delay. rLEDBAT mitigates this issue by using a minimum filter in the
   last sampled RTT values to estimate the current RTT.

4.3.  Inter-rLEDBAT fairness

   The use of an additive increase/multiplicative decrease (AIMD)
   algorithm provides inter-rLEDBAT fairness.  When using AIMD, the
   congestion control algorithm causes the larger flow to reduce its
   rate more aggressively and leave room for the new flow to grow,
   resulting in the well-known AIMD fairness property.  Moreover, in the
   case of LEDBAT, after a multiplicative decrease, the buffer is
   drained and the base RTT can be more accurately estimated.

   In rLEDBAT the congestion window is decreased by a multiplicative
   factor betad when the measured queueing delay is larger than the
   target T.

4.4.  Reacting to packet loss

   The rLEDBAT receiver is capable of detecting retransmitted packets in
   the following way.  We call RCV.HGH the highest sequence number
   correspondent to a received byte of data (not assuming that all bytes
   with smaller sequence numbers have been received already, there may
   be holes) and we call TSV.HGH the TSVal value corresponding to the
   segment in which that byte was carried.  SEG.SEQ stands for the




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   sequence number of a newly received segment and we call TSV.SEQ the
   TSVal value of the newly received segment.

   If SEG.SEQ < RCV.HGH and TSV.SEQ > TSV.HGH then the newly received
   segment is a retransmission.  This is so because the newly received
   segment was generated later than another already received segment
   which contained data with a larger sequence number.  This means that
   this segment was lost and was retransmitted.

   rLEDBAT reduces the rl.WND by a factor betal when detects a
   retransmission. rLEDBAT reacts to retransmitted packets at most once
   per RTT.

   If the sender has detected the packet loss via a timeout, the
   standard-TCP sender reduces its congestion window to 1 MSS and enters
   in slow start/exponential increase mode.  During the exponential
   growth, the connection rate will be determined by standard-TCP
   congestion control at the sender, until the congestion window reaches
   the receive window announced by rLEDBAT, at which point rLEDBAT takes
   the control back from the TCP sender.

   rLEDBAT has two different multiplicative decrease factors, betal and
   betad. betad is the multiplicative decrease factor used for
   decreasing the window when the measured queueing exceeds the target T
   and betal is the one used when packet loss are detected.  These two
   parameters may have different values.

   The proposed mechanism to detect retransmissions at the receiver
   fails when there are window tail drops.  If all packets in the tail
   of the window are lost, the receiver will not be able to detect a
   mismatch between the sequence numbers of the packets and the order of
   the timestamps.  In this case, rLEDBAT will not react to losses but
   the TCP congestion controller at the sender will, most likely
   reducing its window to 1MSS and taking over the control of the
   sending rate, until slow start ramps up and catches the current value
   of the rLEDBAT window.

4.5.  Bootstrapping

   rLEDBAT uses a additive increase mechanism to grow the window.  While
   this algorithm works well in steady-state, it performs poorly for
   bootstrapping, as it takes significant time to increase the sending
   rate.  In order to ramp-up to the available capacity faster, rLEDBAT
   uses the initial window used by the flow control algorithm.

   This implies that when a flow starts, the rLEDBAT algorithm starts
   with a large window and the sending rate is in fact limited by the
   slow start algorithm of the sender's TCP.  This means that while the



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   queueing delay is no larger than the target T, rLEDBAT increases its
   sending rate in the same way as standard-TCP, but if the queueing
   delay exceeds the target, rLEDBAT takes over.

4.6.  Reaction to path changes

   rLEDBAT adopts the mechanism defined by LEDBAT to deal with path
   changes.  The LEDBAT algorithm [RFC6817] estimates the base delay by
   calculating the minimum observed delay in a n minute window.  The
   historical data older than n minutes is not taken into account to
   estimate the base delay.  The reason for this is to react when path
   changes occur.  If the new path has a larger base delay, LEDBAT will
   keep on using the base delay of the former path and will impose a
   queueing delay that is larger than the target T.  LEDBAT addresses
   this issue by limiting historical data to n minutes.  If there is
   path change, LEDBAT will use the outdated base delay estimation for a
   maximum time of n minutes.  After that, all the historical data used
   for the base delay estimation will be of the new path.

5.  rLEDBAT algorithm

5.1.  Data structures

   Parameters:

      T: Target delay

      betal: multiplicative decrease factor in case of packet loss

      betad: multiplicative decrease factor in case of RTT exceeds T

      alpha: additive increase factor.

   Variables:

      current_RTTs is an array with the last k measured RTTs

      base_RTTs is an array with the minimum observed RTTs in the last n
      minutes

      RCV.SEQ is the sequence number of the last byte that was received
      and acknowledged

      RCV.HGH is the highest sequence number of a received byte (which
      may not have been acknowledged yet)

      TSE.HGH is the TSecr value contained in the segment containing the
      byte with sequence number RCV.HGH



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      SEG.SEQ is the sequence number of the incoming segment

      SEG.TSE is the TSecr value of the incoming segment

      SEG.time is the local time at which the incoming segment was
      received

      SEG.RTT is the latest sample of the RTT

      QD latest estimation of the queueing delay

      rl.WND window calculated by rLEDBAT without taking into account
      the window shrinking avoidance constraints

      rl.WND.WS window calculated by rLEDBAT after taking into account
      the window shrinking avoidance constrains

      DRAINED.BYTES number of bytes drained from the flight-size since
      the last packet sent

      fc.WND window calculated by standard TCP receiver

      end.reduction.time auxiliary variable used to prevent rl.WND from
      being updated after a window reduction

5.2.  Algorithm

   on initialization
       DRAINED.BYTES = 0
       base_RTTs set to maximum value
       current_RTTs set to maximum value
       rl.WND set to max value
       end.reduction.time = 0


















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on packet arrival
    DRAINED.BYTES = DRAINED.BYTES + SEG.LEN
    RTT calculation
        SEG.RTT = SEG.Time - SEG.TSE (the new sample of the RTT is the time of
        arrival of the segment minus the time at which the segment containing
        the TSVal value was issued)
        Update current_RTTs with SEG.RTT (substitute the oldest RTT sample in
        the current_RTTs array by SEG.RTT)
        Update base_RTTs with SEG.RTT (store SEG.RTT in the current current
        minute position, if SEG.RTT is smaller than the value in that
        position)

    QD = min(current_RTTs) - min(base_RTTs)

    If local.time > end.reduction.time then
        If SEG.SEQ < RCV.HGH AND SEG.TSE > TSE.HGH then
            rl.WND = max(rl.WND*betal, 1)
            end.reduction.time = local.time + min(current_RTTs)
        else
            If QD < T, then rl.WND = rl.WND+ alpha*MSS/rl.WND
            else QD > T, then rl.WND(t1) = max(rl.WND*beta1, 1)


          on sending a packet
      if rl.WND > rl.WND.WS or (rl.WND.WS - rl.WND) < DRAINED.BYTES then
          rl.WND.WS = rl.WND
      else
          rl.WND.WS = rl.WND.WS - DRAINED.BYTES
      DRAINED.BYTES = 0
      RCV.WND = min(fc.WND, rl.WND.WS)

   The presented algorithm assumes WS option is not being used.  The
   algorithm also assumes that the precision of the clock used to
   populate the TS option is fine grained enough for this purpose (e.g.
   1 ms).  If this is not the case, then the receiver should store the
   local time at which a packet carrying each TSVal value was issued and
   at which time the same value was received int he TSecr and calculate
   the RTT subtracting these two values.

5.3.  rLEDBAT parameters

6.  Security Considerations

7.  IANA Considerations







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8.  Acknowledgements

   This work was supported by the EU through the H2020 5G-RANGE project
   and by the Spanish Ministry of Economy and Competitiveness through
   the 5G-City project (TEC2016-76795-C6-3-R).

9.  Informative References

   [I-D.ietf-tcpm-rfc793bis]
              Eddy, W., "Transmission Control Protocol Specification",
              draft-ietf-tcpm-rfc793bis-13 (work in progress), June
              2019.

   [RFC6817]  Shalunov, S., Hazel, G., Iyengar, J., and M. Kuehlewind,
              "Low Extra Delay Background Transport (LEDBAT)", RFC 6817,
              DOI 10.17487/RFC6817, December 2012,
              <https://www.rfc-editor.org/info/rfc6817>.

   [RFC7323]  Borman, D., Braden, B., Jacobson, V., and R.
              Scheffenegger, Ed., "TCP Extensions for High Performance",
              RFC 7323, DOI 10.17487/RFC7323, September 2014,
              <https://www.rfc-editor.org/info/rfc7323>.

   [RFC8312]  Rhee, I., Xu, L., Ha, S., Zimmermann, A., Eggert, L., and
              R. Scheffenegger, "CUBIC for Fast Long-Distance Networks",
              RFC 8312, DOI 10.17487/RFC8312, February 2018,
              <https://www.rfc-editor.org/info/rfc8312>.

Authors' Addresses

   Marcelo Bagnulo
   UC3M

   Email: marcelo@it.uc3m.es


   Alberto Garcia-Martinez
   UC3M

   Email: alberto@it.uc3m.es


   Gabriel Montenegro
   Microsoft

   Email: Gabriel.Montenegro@microsoft.com





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   Praveen Balasubramanian
   Microsoft

   Email: pravb@microsoft.com















































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