Internet Engineering Task Force                       Hari Balakrishnan
Internet Draft                                                  MIT LCS
Document: draft-ietf-pilc-asym-02.txt            Venkata N. Padmanabhan
                                                     Microsoft Research

Category: Informational                                   November 2000


           TCP Performance Implications of Network Asymmetry


Status of this Memo

   This document is an Internet-Draft and is in full conformance with
      all provisions of Section 10 of RFC2026.

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1. Abstract

   This document describes TCP performance problems that arise because
   of asymmetric effects. These problems arise in several access
   networks, including bandwidth-asymmetric networks and packet radio
   networks, for different underlying reasons. However, the end result
   on TCP performance is the same in both cases: performance often
   degrades significantly because of imperfection and variability in
   the ACK feedback from the receiver to the sender. This document
   details several solutions, which have been proposed and evaluated in
   the literature, to these problems.  These solutions use a
   combination of local link-layer techniques and end-to-end
   mechanisms, consisting of: (i) techniques to manage the reverse
   channel used by ACKs, typically using header compression or reducing
   the frequency of TCP ACKs, and (ii) techniques to handle this
   reduced ACK frequency to retain the TCP sender's acknowledgment-
   triggered self-clocking.

2. Conventions used in this document


   FORWARD DIRECTION: The dominant direction of data transfer over an
   asymmetric network. It corresponds to the direction with better link
   characteristics in terms of bandwidth, latency, error rate, etc. We
   term data transfer in the forward direction as a "forward transfer."

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   REVERSE DIRECTION: The direction in which acknowledgments of a
   forward TCP transfer flow. Data transfer could also happen in this
   direction (and it is termed "reverse transfer"), but it is typically
   less voluminous than that in the forward direction. The reverse
   direction typically exhibits worse link characteristics than the
   forward direction.

   DOWNSTREAM: Same as the forward direction.

   UPSTREAM: Same as the reverse direction.

   ACK: A cumulative TCP acknowledgment. In this document, we use this
   term to refer to a TCP segment that carries a cumulative
   acknowledgement but no data.

   The key words "MUST", "MUST NOT", "REQUIRED", "SHALL", "SHALL NOT",
   "SHOULD", "SHOULD NOT", "RECOMMENDED",  "MAY", and "OPTIONAL" in
   this document are to be interpreted as described in [RFC2119].


3. Motivation

   Asymmetric characteristics are exhibited by several network
   technologies, including cable modems, direct broadcast satellite,
   ADSL, and several packet radio networks. Given that these networks
   are increasingly being deployed as high-speed access networks, it is
   highly desirable to achieve good TCP performance over such networks.
   However, the asymmetry of the networks often makes this challenging.
   For example, when bandwidth is asymmetric such that the reverse path
   used by TCP ACKs is constrained, the slow or infrequent ACK feedback
   degrades TCP performance in the forward direction. Even when
   bandwidth is symmetric, asymmetry in the underlying medium access
   control (MAC) protocol could make it expensive to transmit ACKs
   (disproportionately to the size of the ACKs) in one direction, as in
   wireless packet radio networks. This results in degradation of TCP
   performance. The asymmetry of the MAC protocol is often a
   fundamental consequence of the hub-and-spokes architecture of the
   network (e.g., a single base station that communicates with multiple
   mobile stations) rather than an artifact of poor engineering
   choices.

   Despite the technological differences between asymmetric-bandwidth
   and packet radio networks, TCP performance suffers in both these
   kinds of networks for the same fundamental reason: the imperfection
   and variability of ACK feedback. This document discusses the problem
   in detail and describes several solutions from the research
   literature to overcome these problems [BPK97, BPK99, CR98, LMS97,
   KVR98].



4. How does asymmetry degrade TCP performance?

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   This section describes the implications of network asymmetry on TCP
   performance. We refer the reader to [BPK99, Bal98, Pad98] for more
   details and experimental results.

   4.1  Bandwidth asymmetry

   We first discuss the problems that degrade unidirectional transfer
   performance in bandwidth-asymmetric networks. Depending on the
   characteristics of the reverse path, two types of situations arise
   for unidirectional traffic over such networks: when the reverse
   bottleneck link has sufficient queuing to prevent packet (ACK)
   losses, and when the reverse bottleneck link has a small buffer. We
   consider each situation in turn.

   If the reverse bottleneck link has deep queues so that ACKs do not
   get dropped on the reverse path, then performance is a strong
   function of the normalized bandwidth ratio, k, defined in [LMS97]. k
   is the ratio of the raw bandwidths divided by the ratio of the
   packet sizes used in the two directions. For example, for a 10 Mbps
   forward channel and a 50 Kbps reverse channel, the raw bandwidth
   ratio is 200. With 1000-byte data packets and 40-byte ACKs, the
   ratio of the packet sizes is 25. This implies that k is 200/25 = 8.
   Thus, if the receiver acknowledges more frequently than one ACK
   every k = 8 data packets, the reverse bottleneck link will get
   saturated before the forward bottleneck link does, limiting the
   throughput in the forward direction.

   If k > 1 and ACKs are not delayed (in the sense of TCP's delayed ack
   algorithm) or dropped (at the reverse bottleneck router), TCP ACK-
   clocking breaks down. Consider two data packets transmitted by the
   sender in quick succession. En route to the receiver, these packets
   get spaced apart according to the bottleneck link bandwidth in the
   forward direction. The principle of ACK clocking is that the ACKs
   generated in response to these packets preserve this temporal
   spacing all the way back to the sender, enabling it to transmit new
   data packets that maintain the same spacing [Jac88]. However, the
   limited reverse bandwidth and queuing at the reverse bottleneck
   router alters the inter-ACK spacing observed at the sender. When
   ACKs arrive at the bottleneck link in the reverse direction at a
   faster rate than the link can support, they get queued behind one
   another. The spacing between them when they emerge from the link is
   dilated with respect to their original spacing, and is a function of
   the reverse bottleneck bandwidth. Thus the sender clocks out new
   data at a slower rate than if there had been no queuing of ACKs. No
   longer is the performance of the connection dependent on the forward
   bottleneck link alone; instead, it is throttled by the rate of
   arriving ACKs. As a side-effect, the sender's rate of congestion
   window growth slows down too.

   A different situation arises when the reverse bottleneck link has a
   relatively small amount of buffer space to accommodate ACKs. As the
   transmission window grows, this queue fills and ACKs are dropped. If

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   the receiver acknowledges every packet, only one of every k ACKs
   gets through to the sender, and the remaining (k-1) are dropped due
   to buffer overflow at the reverse channel buffer (here k is the
   normalized bandwidth ratio as before). In this case, the reverse
   bottleneck link capacity and slow ACK arrival are not directly
   responsible for any degraded performance. However, there are three
   important reasons for degraded performance in this case because ACKs
   are infrequent.

   1. First, the sender transmits data in large bursts. If the sender
   receives only one ACK in k, it transmits data in bursts of k (or
   more) segments because each ACK shifts the sliding window by at
   least k (acknowledged) segments. This increases the likelihood of
   data loss along the forward path especially when k is large, because
   routers do not handle large bursts of packets well.

   2. Second, TCP sender implementations increase their congestion
   window by counting the number of ACKs they receive and not on how
   much data is actually acknowledged by each ACK. Thus fewer ACKs
   imply a slower rate of growth of the congestion window, which
   degrades performance over long-delay connections.

   3. Third, the sender's fast retransmission and recovery algorithms
   are less effective when ACKs are lost. The sender may not receive
   the threshold number of duplicate ACKs even if the receiver
   transmits more than the required number. Furthermore, the sender may
   not receive enough duplicate ACKs to adequately inflate its window
   during fast recovery.

   4.2  MAC protocol interactions

   The interaction of TCP with media-access protocols often degraded
   end-to-end performance. Variable round-trip delays and ACK queuing
   are the main symptoms of this problem. The need for the
   communicating peers to first synchronize via the RTS/CTS protocol
   before communication and the significant turn-around time for the
   radios result in a high per-packet overhead. Furthermore, since the
   RTS/CTS exchange needs to back-off exponentially when the polled
   radio is busy (for example, engaged in a conversation with a
   different peer), this overhead is variable. This leads to large and
   variable communication latencies in packet-radio networks. In
   addition, with an asymmetric workload with most data flowing in one
   direction to clients, ACKs tend to get queued in certain radio units
   (especially in the client modems), exacerbating the variable
   communication latencies.

   These variable latencies and queuing of ACKs adversely affect smooth
   data flow. In particular, TCP ACK traffic interferes with the flow
   of data and increases the traffic load on the system. For example,
   experiments conducted on Metricom's Ricochet packet radio network
   [Met] in 1996 and 1997 clearly demonstrated the effect of the radio
   turnarounds and increased RTT variability, which degrade TCP
   performance. It is not uncommon for TCP connections to experience

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   timeouts that last between 9 and 12 seconds each. As a result, a
   connection may be idle for a very significant fraction of its
   lifetime. (We observed instances in the context of the Ricochet
   network where the idle time is 35% of the total transfer time!)
   Clearly, this leads to gross under-utilization of the available
   bandwidth. These observations are not an artifact of a particular
   network, but in fact show up in many wireless situations.

   Why are these timeouts so long in duration? Ideally, the round-trip
   time estimate (srtt) of a TCP data transfer will be relatively
   constant (i.e., have a low linear deviation, rttvar). Then the TCP
   retransmission timeout, set to srtt + 4*rttvar, will track the
   smoothed round-trip time estimate and respond well when multiple
   losses occur in a window. Unfortunately, this is not true for
   connections in the Ricochet network. Because of the high variability
   in RTT, the retransmission timer is on the order of 10 seconds,
   leading to the long idle timeout periods.

   In general, it is correct for the retransmission timer to trigger a
   segment retransmission only after an amount of time dependent on
   both the round-trip time and the linear (or standard) deviation. If
   only the mean or median round-trip estimates were taken into
   account, the potential for spurious retransmissions of segments
   still in transit is large.

   Connections traversing multiple wireless hops are especially
   vulnerable to this effect, because it is now more likely that the
   radio units may already be engaged in conversation with other peers.

   Note that the wireless MAC contention problem is a significant
   function of the number of packets (e.g., ACKs) transmitted rather
   than their size. In other words, there is a significant cost to
   transmitting a packet regardless of its size.


   4.3  Bi-directional traffic

   We now consider the case when TCP transfers simultaneously occur in
   opposite directions over an asymmetric network. An example scenario
   is one in which a user sends out data upstream (for example, an e-
   mail message) while simultaneously receiving other data downstream
   (for example, Web pages). For ease of exposition, we restrict our
   discussion to the case of one connection in each direction.

   In the presence of bi-directional traffic, the effects discussed in
   Section 4.1 are more pronounced, because part of the uplink
   bandwidth is used up by the reverse transfer. This effectively
   increases the degree of bandwidth asymmetry for the forward
   transfer. In addition, there are other effects that arise due to the
   interaction between data packets of the reverse transfer and ACKs of
   the forward transfer. Suppose the reverse connection is initiated
   first and that it has saturated the reverse channel and buffer with
   its data packets at the time the forward connection is initiated.

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   There is then a high probability that many ACKs of the newly
   initiated forward connection will encounter a full reverse channel
   buffer and hence get dropped. Even after these initial problems,
   ACKs of the forward connection could often get queued up behind
   large data packets of the reverse connection, which could have long
   transmission times (e.g., it takes about 280 ms to transmit a 1 KB
   data packet over a 28.8 Kbps line). This causes the forward transfer
   to stall for long periods of time. It is only at times when the
   reverse connection loses packets (due to a buffer overflow at an
   intermediate router) and slows down that the forward connection gets
   the opportunity to make rapid progress and quickly build up its
   window.

   In summary, the presence of bi-directional traffic exacerbates the
   problems due to bandwidth asymmetry because of the adverse
   interaction between data packets of an upstream connection and the
   ACKs of a downstream connection.


5. Improving TCP performance over asymmetric networks

   It should be clear by now that there are two key issues that need to
   be addressed in order to improve TCP performance over asymmetric
   networks. The first issue is to manage bandwidth usage on the
   reverse link, used by ACKs (and possibly other traffic). Many of
   these techniques work by reducing the number of ACKs that flow over
   the reverse channel, which has the potential to destroy the
   desirable self-clocking property of the TCP sender where new data
   transmissions are triggered by incoming ACKs. Thus, the second issue
   is to avoid any adverse impact of infrequent ACKs.

   Each of these issues can be handled by local link-layer solutions
   and/or by end-to-end techniques. In this section, we discuss several
   proposed solutions of both kinds.

   5.1 Reverse-link bandwidth management

   5.1.1 TCP header compression

   RFC 1144 describes TCP header compression for use over low-bandwidth
   links running SLIP or PPP. Because it greatly reduces the size of
   ACKs on the reverse link when losses are infrequent (a situation
   that ensures that the state of the compressor and decompressor are
   synchronized), we recommend its use over low-bandwidth reverse links
   where possible. However, this alone does not address all of the
   problems:

   1. As discussed in Section 4.2, in certain networks there is a
      significant per-packet MAC overhead that is independent of packet
      size.
   2. A reduction in the size of ACKs does not prevent adverse
      interaction with large upstream data packets in the presence of
      bi-directional traffic (discussed in Section 4.4).

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   Therefore, to effectively address the performance problems caused by
   asymmetry, there is a need for techniques over and beyond TCP header
   compression.


   5.1.2 ACK filtering

   ACK filtering (AF) is a TCP-aware link-layer technique that reduces
   the number of TCP ACKs sent on the reverse channel. The challenge is
   to ensure that the sender does not stall waiting for ACKs, which can
   happen if ACKs are removed indiscriminately on the reverse path. AF
   removes only certain ACKs without starving the sender by taking
   advantage of the fact that TCP ACKs are cumulative. As far as the
   sender's error control mechanism is concerned, the information
   contained in an ACK with a later sequence number subsumes the
   information contained in any earlier ACK
   When an ACK from the receiver is about to be enqueued at a reverse
   direction router, the router or the end-host's link layer (if the
   host is directly connected to the constrained link) checks its
   queues for any older ACKs belonging to the same connection. If any
   are found, it removes them from the queue, thereby reducing the
   number of ACKs that go back to the sender. The removal of these
   "redundant" ACKs frees up buffer space for other data and ACK
   packets. AF does not remove duplicate or selective ACKs from the
   queue to avoid causing problems to TCP's data-driven loss recovery
   mechanisms.

   The policy that the filter uses to drop packets is configurable and
   can either be deterministic or random (similar to a random-drop
   gateway, but taking the semantics of the items in the queue into
   consideration). State needs to be maintained only for connections
   with at least one packet in the queue (akin to FRED [LM97]).
   However, this state is soft, and if necessary, can easily be
   reconstructed from the contents of the queue.


   5.1.3 ACK congestion control

   ACK congestion control (ACC) is an alternative to ACK filtering that
   operates end-to-end rather than at the upstream bottleneck router.
   The key idea in ACC is to extend congestion control to TCP ACKs,
   since they do make non-negligible demands on resources at the
   bandwidth-constrained upstream link. ACKs occupy slots in the
   reverse channel buffer, whose capacity is often limited to a certain
   number of packets (rather than bytes).

   ACC has two parts: (a) a mechanism for the network to indicate to
   the receiver that the ACK path is congested, and (b) the receiver's
   response to such an indication. One possibility for the former is
   the RED (Random Early Detection) algorithm [11] at the upstream
   bottleneck router. The router detects incipient congestion by
   tracking the average queue size over a time window in the recent

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   past. If the average exceeds a threshold, the router selects a
   packet at random and marks it, i.e. sets an Explicit Congestion
   Notification (ECN) bit in the packet header. This notification is
   reflected back to the upstream TCP end-host by its downstream peer.

   It is important to note that with ACC, both data packets and TCP
   ACKs are candidates for being marked with an ECN bit. Therefore,
   upon receiving an ACK packet with the ECN bit set, the TCP receiver
   reduces the rate at which it sends ACKs. The TCP receiver maintains
   a dynamically varying delayed-ack factor, d, and sends one ACK for
   every d data packets received. When it receives a packet with the
   ECN bit set, it increases d multiplicatively, thereby decreasing the
   frequency of ACKs also multiplicatively. Then for each subsequent
   round-trip time (determined using the TCP timestamp option) during
   which it does not receive an ECN, it linearly decreases the factor
   d, thereby increasing the frequency of ACKs. Thus, the receiver
   mimics the standard congestion control behavior of TCP senders in
   the manner in which it sends ACKs.

   There are bounds on the delayed-ack factor d. Obviously, the minimum
   value of d is 1, since at most one ACK should be sent per data
   packet. The maximum value of d is determined by the sender's window
   size, which is conveyed to the receiver in a new TCP option. The
   receiver should send at least one ACK (preferably more) for each
   window of data from the sender. Otherwise, it could cause the sender
   to stall until the receiver's delayed-ack timer (usually set at 200
   ms) kicks in and forces an ACK to be sent.

   Despite RED+ECN, there may be times when the upstream router queue
   fills up and it needs to drop a packet. The router can pick a packet
   to drop in various ways. For instance, it can drop from the tail, or
   it can drop a packet already in the queue at random.

   5.1.4 Acks-first scheduling

   In the case of bi-directional transfers, data as well as ACK packets
   compete for resources in the reverse direction (Section 4.4). In
   this case, a single FIFO queue for both data packets and ACKs could
   cause problems. For example, if the reverse channel is a 28.8 Kbps
   dialup line, the transmission of a 1 KB sized data packet would take
   about 280 ms. So even if just two such data packets get queued ahead
   of ACKs (not an uncommon occurrence since data packets are sent out
   in pairs during slow start), they would shut out ACKs for well over
   half a second. And if more than two data packets are queued up ahead
   of an ACK, the ACKs would be delayed by even more.

   A possible approach to alleviating this problem is to schedule data
   and ACKs differently from FIFO. One algorithm, in particular, is
   acks-first scheduling, which always accords a higher priority to
   ACKs over data packets. The motivation for such scheduling is that
   it minimizes the idle time for the forward connection by minimizing
   the amount of time that its ACKs spend queued behind upstream data
   packets. At the same time, with techniques such as header

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   compression [RFC1144], the transmission time of ACKs becomes small
   enough that its impact on subsequent data packets is minimal.
   (Networks in which the per-packet overhead of the reverse channel is
   large, e.g. packet radio networks, are an exception.)

   Note that as with ACC, this scheduling scheme does not require the
   gateway to explicitly identify or maintain state for individual TCP
   connections.

   Acks-first scheduling does not help avoid a delay due to a data
   packet in transmission. On a slow uplink, such a delay could be
   large if the data packet is large in size. One way of reducing the
   delay is to fragment the data packet into small pieces before
   transmission [RFC1990, RFC2686].

   5.1.5 Backpressure and Fair Scheduling

   Two techniques to address the problem of interference between data
   packets and ACKs on the uplink are proposed in [KVR98]. The first
   limits the number of data packets in the outgoing uplink queue by
   applying backpressure to the TCP layer. In configurations where the
   uplink network adapter is directly attached to the end-system,
   backpressure limits the queuing delay caused by the accumulation of
   data packets at the upstream queue.

   Backpressure can be unfair to the upstream connection and make its
   throughput highly sensitive to the dynamics of the downstream
   connection. So an alternative, fair scheduling, is proposed in
   [KVR98] where a limit is placed on the number of ACKs a node is
   allowed to transmit upstream before transmitting a data packet
   (assuming at least one data packet is waiting in the upstream
   queue). This guarantees the upstream connection at least a certain
   minimum share of the bandwidth while enabling the downstream
   connection to achieve high throughput.

   5.2 Handling infrequent ACKs

   This can be done either end-to-end or locally at the constrained
   reverse link.

   5.2.1 TCP sender adaptation

   ACC and AF alleviate the problem of congestion on the reverse
   bottleneck link by decreasing the frequency of ACKs, with each ACK
   potentially acknowledging several data packets. As discussed in
   Section 4.1, this can cause problems such as sender burstiness and a
   slowdown in congestion window growth.

   Sender adaptation is an end-to-end technique for alleviating this
   problem. A bound is placed on the maximum number of packets the
   sender can transmit back-to-back, even if the window allows the
   transmission of more data. If necessary, more bursts of data are
   scheduled for later points in time computed based on the

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   connection's data rate. The data rate is estimated as the ratio
   cwnd/srtt, where cwnd is the TCP congestion window size and srtt is
   the smoothed RTT estimate. Thus, large bursts of data get broken up
   into smaller bursts spread out over time.

   The sender can avoid a slowdown in congestion window growth by
   simply taking into account the amount of data acknowledged by each
   ACK, rather than the number of ACKs. So, if an ACK acknowledges s
   segments, the window is grown as if s separate ACKs had been
   received. (One could treat the single ACK as being equivalent to s/2
   instead of s ACKs to mimic the effect of the TCP delayed ack
   algorithm.) This policy works because the window growth is only tied
   to the available bandwidth in the forward direction, so the number
   of ACKs is immaterial.


   5.2.2 ACK Reconstruction

   ACK reconstruction is a technique to reconstruct the ACK stream
   after it has traversed the reverse direction bottleneck link. AR is
   a local technique designed to prevent the reduced ACK frequency from
   adversely affecting the performance of standard TCP sender
   implementations (i.e., those that do not implement sender
   adaptation). This enables us to use schemes such as ACK filtering or
   ACK congestion control without requiring TCP senders to be modified
   to perform sender adaptation. This solution can be easily deployed
   by Internet Service Providers (ISPs) of asymmetric access technol-
   ogies in conjunction with AF to achieve good performance.

   AR deploys a soft-state agent called the ACK reconstructor at the
   upstream end of the constrained ACK bottleneck. The reconstructor
   does not need to be on the forward data path. It carefully fills in
   the gaps in the ACK sequence and introduces ACKs to smooth out the
   ACK stream seen by the sender. However, it does so without violating
   the end-to-end semantics of TCP ACKs, as explained below.

   Suppose two ACKs, a1 and a2 arrive at the reconstructor after
   traversing the constrained reverse link at times t1 and t2
   respectively. Let a2 - a1 = delta_a > 1. If a2 were to reach the
   sender soon after a1 with no intervening ACKs, at least delta_a
   segments are burst out by the sender (if the flow control window is
   large enough), and the congestion window increases by at most 1,
   independent of delta_a. ACK reconstruction remedies this problematic
   situation by interspersing ACKs to provide the sender with a larger
   number of ACKs at a consistent rate, which reduces the degree of
   burstiness and causes the congestion window to increase at a rate
   governed by the forward bottleneck.

   How is this done? One of the configurable parameters of the
   reconstructor is ack_thresh, the ACK threshold, which determines the
   spacing between interspersed ACKs at the output. Typically,
   ack_thresh is set to 2, which follows TCP's standard delayed-ACK
   policy. Thus, if successive ACKs arrive at the reconstructor

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   separated by delta_a, it interposes ceil(delta_a/ack_thresh) - 2
   ACKs, where ceil() is the ceiling operator. The other parameter
   needed by the reconstructor is ack_interval, which determines the
   temporal spacing between the reconstructed ACKs. To do this, it
   measures the rate at which ACKs arrive at the input to the recon-
   structor. This rate depends on the output rate from the constrained
   reverse channel and on the presence of other traffic on that link.
   The reconstructor uses an exponentially weighted moving average
   estimator to monitor this rate; the output of the estimator is
   delta_t, the average temporal spacing at which ACKs are arriving at
   the reconstructor (and the average rate at which ACKs would reach
   the sender if there were no further losses or delays).
   If the reconstructor sets ack_interval equal to delta_t, then we
   would essentially operate at a rate governed by the reverse
   bottleneck link, and the resulting performance would be determined
   by the rate at which unfiltered ACKs arrive out of the reverse
   bottleneck link. If sender adaptation were being done, then the
   sender behaves as if the rate at which acks arrive us
   delta_a/delta_t. Therefore, a good method of deciding the temporal
   spacing of reconstructed ACKs, ack_interval, is to equate the rates
   at which increments in the ACK sequence happen in the two cases.
   That is, the reconstructor sets ack_interval such that
   delta_a/delta_t = ack_thresh/ack_interval, which implies that
   ack_interval = (ack_thresh/delta_a)*delta_t. Therefore, the latest
   ACK in current sequence, a2, is held back for a time roughly equal
   to delta_t, and ceil(delta_a/ack_thresh) - 2 ACKs are evenly
   interposed in this time.

   Thus, by carefully controlling the number of and spacing between
   ACKs, unmodified TCP senders can be made to increase their
   congestion window at the right rate and avoid bursty behavior. ACK
   reconstruction can be implemented by maintaining only "soft state"
   [Clark88] at the reconstructor that can easily be regenerated if
   lost. Note that the reconstructor generates no spurious ACKs and the
   end-to-end semantics of the connection are completely preserved. The
   trade-off in AR is between obtaining less bursty performance, a
   better rate of congestion window increase, and a reduction in the
   round-trip variation, versus a modest increase in the round-trip
   time estimate at the sender. We believe that it is a good trade-off
   in the asymmetric environments we are concerned with.


   5.3 Alternatives to AF and AR

   Techniques similar in vein to but more sophisticated than AF and AR
   have also been proposed. One of them is ACK compaction and expansion
   [Sam99] where the compacter discards older ACKs in the upstream
   queue while retaining newer ACKs (just as in AF), but in addition
   conveys the number of discarded ACKs and the total number of bytes
   they acknowledge to its peer, the expander. The expander can then
   regenerate the discarded ACKs without having to guess how many ACKs
   had been discarded. This is an advantage compared to AF/AR. However,
   it comes at the cost of new protocol machinery to convey the

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   information about discarded ACKs from the compacter to the expander.
   AF/AR does not require any new protocol machinery.

   Another technique along similar lines is discussed in [Joh99]. An
   ACK compressor concatenates multiple ACKs and sends them to the
   decompressor together with the arrival time of the concatenated ACKs
   into the queue. The decompressor then uses this information to
   regenerate the individual ACKs. Like the ACK compacter/expander,
   this scheme enables more accurate regeneration of ACKs compared to
   AF/AR but at the cost of new protocol machinery.



6. Security Considerations


   Security considerations in the context of this Internet Draft arise
   primarily from the possible use of IPSEC by the end hosts:

   1. With IPSEC ESP, the TCP header can neither be read nor modified
   by intermediate entities. This rules out header compression, ACK
   filtering, and ACK reconstruction.
   2. With IPSEC AH or TF-ESP, the TCP header can be read but not
   modified by intermediaries. This rules out ACK reconstruction but
   allows ACK filtering. The enhanced header compression scheme
   discussed in [RFC2505] would also work with AH.



7. Summary


   This Internet Draft considers several TCP performance problems that
   arise from asymmetry in network links and surveys several possible
   solutions. Problems arise as a result of asymmetry in both bandwidth
   and in the nature of RTS/CTS-based media-access protocols.  In
   addition to getting dropped due to congestion at the upstream
   bottleneck, ACKs may get inordinately delayed (e.g., when there is
   bi-directional traffic) or may exacerbate media-access delays (e.g.,
   in certain multi-hop radio networks). TCP header compression, while
   being helpful, does not address many of these issues.

   This Internet Draft surveys performance improvement techniques that
   combine ACK congestion alleviation with techniques that enable a TCP
   sender to cope with infrequent ACKs without destroying its self-
   clocking. These techniques include both end-to-end and local link-
   layer schemes. Many of these techniques have been evaluated in
   detail via analysis, simulation, and/or implementation on real
   asymmetric networks. The references listed below describe these
   evaluations in detail.

8. References


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   [Bal98] H. Balakrishnan, "Challenges to Reliable Data Transport over
   Heterogeneous Wireless Networks", Ph.D. Thesis, University of
   California at Berkeley, USA, August 1998
   http://www.cs.berkeley.edu/~hari/thesis/

   [BPK97] H. Balakrishnan, V. N. Padmanabhan, R. H. Katz, "The Effects
   of Asymmetry on TCP Performance", Proc. ACM/IEEE Mobicom, Budapest,
   Hungary, September 1997

   [BPK99] H. Balakrishnan, V. N. Padmanabhan, R. H. Katz, "The Effects
   of Asymmetry on TCP Performance", ACM Mobile Networks and
   Applications (MONET), 1999. This is an expanded journal version of
   the Mobicom '97 paper.

   [CR98] R. Cohen, S. Ramanathan, "TCP for High Performance in Hybrid
   Fiber Coaxial Broad-Band Access Networks", IEEE/ACM Transactions on
   Networking, February 1998.

   [Jac88] V. Jacobson, Congestion Avoidance and Control, Proc. ACM
   SIGCOMM, Stanford, CA, August 1988.

   [Joh99] G. Johansson, E-mail sent to the PILC mailing list, October
   1999.

   [KVR98] L. Kalampoukas, A. Varma, K. K. Ramakrishnan, "Improving TCP
   Throughput over Two-Way Asymmetric Links: Analysis and Solutions",
   Proc. ACM SIGMETRICS, June 1998.

   [LM97] D. Lin, R. Morris, "Dynamics of Random Early Detection",
   Proc. ACM SIGCOMM, 1997.

   [LMS97] T. V. Lakshman, U. Madhow, B. Suter, "Window-based Error
   Recovery and Flow Control with a Slow Acknowledgement Channel: A
   Study of TCP/IP Performance", Proc. IEEE Infocom, Kobe, Japan, April
   1997.

   [Met] Metricom Inc., http://www.metricom.com

   [Pad98] V. N. Padmanabhan, "Addressing the Challenges of Web Data
   Transport", Ph.D. Thesis, University of California at Berkeley, USA,
   September 1998 (also Tech Report UCB/CSD-98-1016)
   http:// www.research.microsoft.com/~padmanab/phd-thesis.html

   [RFC1144] V. Jacobson, "Compressing TCP/IP Headers for Low-Speed
   Serial Links", RFC-1144, February 1990

   [RFC1990] K. Sklower, B. Lloyd, G. McGregor, D. Carr, T. Coradetti,
   "The PPP Multilink Protocol (MP)", RFC-1990, August 1996.

   [RFC2026] S. Bradner, "The Internet Standards Process -- Revision
   3", RFC-2026, October 1996.



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   [RFC2119] S. Bradner, " Key words for use in RFCs to Indicate
   Requirement Levels", RFC-2119, March 1997.

   [RFC2505] M. Degermark, B. Nordgren, S. Pink, "IP Header
   Compression", RFC-2507, February 1999.

   [RFC2686] C. Bormann, "The Multi-Class Extension to Multi-Link PPP",
   RFC-2686, September 1999.

   [Sam99] N. K. G. Samaraweera, "Return Link Optimization for Internet
   Service Provision Using DVB-S Networks", ACM SIGCOMM CCR, July 1999.






9. Acknowledgments





   We thank Spencer Dawkins, Aaron Falk, and the members of the PILC
   mailing list for their valuable comments.


10. Authors' Addresses

   Hari Balakrishnan
   Laboratory for Computer Science
   200 Technology Square
   Massachusetts Institute of Technology
   Cambridge, MA 02139
   USA
   Phone: +1-617-253-8713
   Fax: +1-617-253-0147
   Email: hari@lcs.mit.edu
   Web: http://nms.lcs.mit.edu/~hari/

   Venkata N. Padmanabhan
   Microsoft Research
   One Microsoft Way
   Redmond, WA 98052
   USA
   Phone: +1-425-705-2790
   Fax: +1-425-936-7329
   Email: padmanab@microsoft.com
   Web: http://www.research.microsoft.com/~padmanab/





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