Internet Draft Engineering Task Force (IETF)                            J. Chu
draft-ietf-tcpm-initcwnd-08.txt
Request for Comments: 6928                                  N. Dukkipati
Intended status:
Category: Experimental                                          Y. Cheng
ISSN: 2070-1721                                                M. Mathis
Expiration date: August 2013
                                                            Google, Inc.
                                                       February 22,
                                                              April 2013

                    Increasing TCP's Initial Window

Status of this Memo

   Distribution of this memo is unlimited.

   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), its areas, and its working groups. Note that other
   groups may also distribute working documents as Internet-Drafts.

   Internet-Drafts are draft documents valid for a maximum of six months
   and may be updated, replaced, or obsoleted by other documents at any
   time. It is inappropriate to use Internet-Drafts as reference
   material or to cite them other than as "work in progress."

   The list of current Internet-Drafts can be accessed at
   http://www.ietf.org/1id-abstracts.html

   The list of Internet-Draft Shadow Directories can be accessed at
   http://www.ietf.org/shadow.html

   This Internet-Draft will expire on August, 2013.

Copyright Notice

   Copyright (c) 2013 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
   Provisions Relating to IETF Documents
   (http://trustee.ietf.org/license-info) in effect on the date of
   publication of this document. Please review these documents
   carefully, as they describe your rights and restrictions with respect
   to this document. Code Components extracted from this document must
   include Simplified BSD License text as described in Section 4.e of
   the Trust Legal Provisions and are provided without warranty as
   described in the Simplified BSD License.

Abstract

   This document proposes an experiment to increase the permitted TCP
   initial window (IW) from between 2 and 4 segments, as specified in
   RFC 3390, to 10 segments, segments with a fallback to the existing
   recommendation when performance issues are detected.  It discusses
   the motivation behind the increase, the advantages and disadvantages
   of the higher initial window, and presents results from several large
   scale
   large-scale experiments showing that the higher initial window
   improves the overall performance of many web services without
   resulting in a congestion collapse.  The document closes with a
   discussion of usage and deployment for further experimental purpose purposes
   recommended by the IETF TCP Maintenance and Minor Extensions (TCPM)
   working group.

Terminology

   The key words "MUST", "MUST NOT", "REQUIRED", "SHALL", "SHALL NOT",
   "SHOULD", "SHOULD NOT", "RECOMMENDED", "MAY",

Status of This Memo

   This document is not an Internet Standards Track specification; it is
   published for examination, experimental implementation, and
   evaluation.

   This document defines an Experimental Protocol for the Internet
   community.  This document is a product of the Internet Engineering
   Task Force (IETF).  It represents the consensus of the IETF
   community.  It has received public review and has been approved for
   publication by the Internet Engineering Steering Group (IESG).  Not
   all documents approved by the IESG are a candidate for any level of
   Internet Standard; see Section 2 of RFC 5741.

   Information about the current status of this document, any errata,
   and how to provide feedback on it may be obtained at
   http://www.rfc-editor.org/info/rfc6928.

Copyright Notice

   Copyright (c) 2013 IETF Trust and the persons identified as the
   document authors.  All rights reserved.

   This document is subject to BCP 78 and "OPTIONAL" the IETF Trust's Legal
   Provisions Relating to IETF Documents
   (http://trustee.ietf.org/license-info) in effect on the date of
   publication of this document.  Please review these documents
   carefully, as they describe your rights and restrictions with respect
   to this document.  Code Components extracted from this document must
   include Simplified BSD License text as described in Section 4.e of
   the Trust Legal Provisions and are to be interpreted provided without warranty as
   described in RFC 2119 [RFC2119]. the Simplified BSD License.

Table of Contents

   1. Introduction  . . . . . . . . . . . . . . . . . . . . . . . . . 3 ....................................................3
      1.1. Terminology ................................................4
   2. TCP Modification  . . . . . . . . . . . . . . . . . . . . . . . 4 ................................................4
   3. Implementation Issues . . . . . . . . . . . . . . . . . . . . . 5 ...........................................5
   4. Background  . . . . . . . . . . . . . . . . . . . . . . . . . . 6 ......................................................6
   5. Advantages of Larger Initial Windows  . . . . . . . . . . . . . 7
      5.1 ............................7
      5.1. Reducing Latency . . . . . . . . . . . . . . . . . . . . . . 7
      5.2 ...........................................7
      5.2. Keeping up Up with the growth Growth of web object size  . . . . . . . 8
      5.3 Web Object Size ..............8
      5.3. Recovering faster Faster from loss Loss on under-utilized Under-Utilized or wireless
          links  . . . . . . . . . . . . . . . . . . . . . . . . . . . 8
           Wireless Links .............................................8
   6. Disadvantages of Larger Initial Windows for the Individual ......9
   7. Disadvantages of Larger Initial Windows for the Network . . . . 9 ........10
   8. Mitigation of Negative Impact . . . . . . . . . . . . . . . .  10 ..................................11
   9. Interactions with the Retransmission Timer  . . . . . . . . .  10 .....................11
   10. Experimental Results From Large Scale Large-Scale Cluster Tests . . . . .  10
      10.1 ...........11
      10.1. The benefits  . . . . . . . . . . . . . . . . . . . . . .  11
      10.2 Benefits .............................................11
      10.2. The cost  . . . . . . . . . . . . . . . . . . . . . . . .  11 Cost .................................................12
   11. Other Studies . . . . . . . . . . . . . . . . . . . . . . . .  12 .................................................13
   12. Usage and Deployment Recommendations  . . . . . . . . . . . .  13 ..........................14
   13. Related Proposals . . . . . . . . . . . . . . . . . . . . . .  14 .............................................15
   14. Security Considerations . . . . . . . . . . . . . . . . . . .  14 .......................................16
   15. Conclusion  . . . . . . . . . . . . . . . . . . . . . . . . .  15 ....................................................16
   16. IANA Considerations . . . . . . . . . . . . . . . . . . . . .  15
   17. Acknowledgments . . . . . . . . . . . . . . . . . . . . . . .  15 ...............................................16
   17. References ....................................................16
      17.1. Normative References  . . . . . . . . . . . . . . . . . . . . . .  16 .....................................16
      17.2. Informative References  . . . . . . . . . . . . . . . . . . . . .  16 ...................................17
   Appendix A - A. List of Concerns and Corresponding Test Results  . .  20
   Author's Addresses  . . . . . . . . . . . . . . . . . . . . . . .  23
   Acknowledgment  . . . . . . . . . . . . . . . . . . . . . . . . .  23 .......21

1.  Introduction

   This document proposes to raise the upper bound on TCP's initial
   window (IW) to 10 segments (maximum 14600B). 14600 B).  It is patterned after
   and borrows heavily from RFC 3390 [RFC3390] and earlier work in this
   area.  Due to lingering concerns about possible side effects to other
   flows sharing the same network bottleneck, some of the
   recommendations are conditional on additional monitoring and
   evaluation.

   The primary argument in favor of raising IW follows from the evolving
   scale of the Internet.  Ten segments are likely to fit into queue
   space available at any broadband access link, even when there are a
   reasonable number of concurrent connections.

   Lower speed links can be treated with environment specific environment-specific
   configurations, such that they can be protected from being
   overwhelmed by large initial window bursts without imposing a
   suboptimal initial window on the rest of the Internet.

   This document reviews the advantages and disadvantages of using a
   larger initial window, window and includes summaries of several large scale large-scale
   experiments showing that an initial window of 10 segments (IW10)
   provides benefits across the board for a variety of BW, RTT, bandwidth (BW),
   round-trip time (RTT), and BDP bandwidth-delay product (BDP) classes.
   These results show significant benefits for increasing IW for users
   at much smaller data rates than had been previously anticipated.
   However, at initial windows larger than 10, the results are mixed.
   We believe that these mixed results are not intrinsic, intrinsic but are the
   consequence of various implementation artifacts, including overly
   aggressive applications employing many simultaneous connections.

   We recommend that all TCP implementations have a settable TCP IW
   parameter
   parameter, as long as there is a reasonable effort to monitor for
   possible interactions with other Internet applications and services
   as described in Section 12.  Furthermore, Section 10 details why 10
   segments may be an appropriate value, and while that value may
   continue to rise in the future, this document does not include any
   supporting evidence for values of IW larger than 10.

   In addition, we introduce a minor revision to RFC 3390 and RFC 5681
   [RFC5681] to eliminate resetting the initial window when the SYN or
   SYN/ACK is lost.

   The document closes with a discussion of the consensus from the TCPM
   working group on the near-term usage and deployment of IW10 in the
   Internet.

   A complementary set of slides for this proposal can be found at
   [CD10].

1.1.  Terminology

   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 RFC 2119 [RFC2119].

2.  TCP Modification

   This document proposes an increase in the permitted upper bound for
   TCP's initial window (IW) to 10 segments segments, depending on the MSS. maximum
   segment size (MSS).  This increase is optional: a TCP MAY start with
   an initial window that is smaller than 10 segments.

   More precisely, the upper bound for the initial window will be

         min (10*MSS, max (2*MSS, 14600))                            (1)

   This upper bound for the initial window size represents a change from
   RFC 3390 [RFC3390], which specified that the congestion window be
   initialized between 2 and 4 segments segments, depending on the MSS.

   This change applies to the initial window of the connection in the
   first round trip round-trip time (RTT) of data transmission during or following
   the TCP three-way handshake.  Neither the SYN/ACK nor its
   acknowledgment (ACK) ACK in the
   three-way handshake should increase the initial window size.

   Note that all the test results described in this document were based
   on the regular Ethernet MTU of 1500 bytes.  Future study of the
   effect of a different MTU may be needed to fully validate (1) above.

   Furthermore, RFC 3390 and states (and RFC 5681 [RFC5681] state that

         "If has similar
   text):

      If the SYN or SYN/ACK is lost, the initial window used by a sender
      after a correctly transmitted SYN MUST be one segment consisting
      of MSS bytes." bytes.

   The proposed change to reduce the default RTO retransmission timeout
   (RTO) to 1 second [RFC6298] increases the chance for spurious SYN or
   SYN/ACK retransmission, thus unnecessarily penalizing connections
   with RTT > 1 second if their initial window is reduced to 1 segment.
   For this reason, it is RECOMMENDED that implementations refrain from
   resetting the initial window to 1 segment, unless either there have been
   more than one SYN or SYN/ACK retransmissions, retransmissions or true loss detection
   has been made.

   TCP implementations use slow start in as many as three different
   ways: (1) to start a new connection (the initial window); (2) to
   restart transmission after a long idle period (the restart window);
   and (3) to restart transmission after a retransmit timeout (the loss
   window).  The change specified in this document affects the value of
   the initial window.  Optionally, a TCP MAY set the restart window to
   the minimum of the value used for the initial window and the current
   value of cwnd (in other words, using a larger value for the restart
   window should never increase the size of cwnd).  These changes do NOT
   change the loss window, which must remain 1 segment of MSS bytes (to
   permit the lowest possible window size in the case of severe
   congestion).

   Furthermore, to limit any negative effect that a larger initial
   window may have on links with limited bandwidth or buffer space,
   implementations SHOULD fall back to RFC 3390 for the restart window
   (RW) if any packet loss is detected during either the initial window, window
   or a restart window, and more than 4KB 4 KB of data is sent.
   Implementations must also follow RFC6298 RFC 6298 [RFC6298] in order to avoid
   spurious RTO as described in section 9 later. Section 9.

3.  Implementation Issues

   The HTTP 1.1 specification allows only two simultaneous connections
   per domain, while web browsers open more simultaneous TCP connections
   [Ste08], partly to circumvent the small initial window in order to
   speed up the loading of web pages as described above.

   When web browsers open simultaneous TCP connections to the same
   destination, they are working against TCP's congestion control
   mechanisms [FF99].  Combining this behavior with larger initial
   windows further increases the burstiness and unfairness to other
   traffic in the network.  If a larger initial window causes harm to
   any other flows flows, then local application tuning will reveal that
   having fewer concurrent connections yields better performance for
   some users.  Any content provider deploying IW10 in conjunction with
   content distributed across multiple domains is explicitly encouraged
   to perform measurement experiments to detect such problems, and to
   consider reducing the number of concurrent connections used to
   retrieve their content.

   Some implementations advertise a small initial receive window (Table
   2 in [Duk10]), effectively limiting how much window a remote host may
   use.  In order to realize the full benefit of the large initial
   window, implementations are encouraged to advertise an initial
   receive window of at least 10 segments, except for the circumstances
   where a larger initial window is deemed harmful. (See the Mitigation
   section Section 8
   below.)
   The TCP SACK Selective Acknowledgment (SACK) option ([RFC2018]) [RFC2018] was thought
   to be required in order for the larger initial window to perform
   well. But measurements from both a testbed and live tests showed that
   IW=10 without the SACK option outperforms IW=3 with the SACK option
   [CW10].

4.  Background

   The TCP congestion window was introduced as part of the congestion
   control algorithm by Van Jacobson in 1988 [Jac88].  The initial value
   of one segment was used as the starting point for newly established
   connections to probe the available bandwidth on the network.

   Today's Internet is dominated by web traffic running on top of short-
   lived TCP connections [IOR2009].  The relatively small initial window
   has become a limiting factor for the performance of many web
   applications.

   The global Internet has continued to grow, both in speed and
   penetration.  According to the latest report from Akamai [AKAM10],
   the global broadband (> 2Mbps) 2 Mbps) adoption has surpassed 50%,
   propelling the average connection speed to reach 1.7Mbps, 1.7 Mbps, while the
   narrowband (<
   256Kbps) 256 Kbps) usage has dropped to 5%.  In contrast, TCP's
   initial window has remained 4KB 4 KB for a decade [RFC2414],
   corresponding to a bandwidth utilization of less than 200Kbps 200 Kbps per
   connection, assuming an RTT of
   200ms. 200 ms.

   A large proportion of flows on the Internet are short web
   transactions over TCP, TCP and complete before exiting TCP slow start.
   Speeding up the TCP flow startup phase, including circumventing the
   initial window limit, has been an area of active research [RFC6077,
   Sch08]. (see
   [Sch08] and Section 3.4 of [RFC6077]).  Numerous proposals exist [LAJW07, RFC4782, PRAKS02, PK98].
   [LAJW07] [RFC4782] [PRAKS02] [PK98].  Some require router support [RFC4782, PK98],
   [RFC4782] [PK98], hence are not practical for the public Internet.
   Others suggested bold, but often radical ideas, likely requiring more
   years of research before standardization and deployment.

   In the mean time, applications have responded to TCP's "slow" start.
   Web sites use multiple sub-domains subdomains [Bel10] to circumvent HTTP 1.1
   regulation on two connections per physical host [RFC2616].  As of
   today, major web browsers open multiple connections to the same site
   (up to six connections per domain [Ste08] and the number is growing).
   This trend is to remedy HTTP serialized download to achieve
   parallelism and higher performance.  But it also implies that today
   most access links are severely under-utilized, hence having multiple
   TCP connections improves performance most of the time.  While raising
   the initial congestion window may cause congestion for certain users
   using
   of these browsers, we argue that the browsers and other application
   need to respect HTTP 1.1 regulation and stop increasing the number of
   simultaneous TCP connections.  We believe a modest increase of the
   initial window will help to stop this trend, trend and provide the best
   interim solution to improve overall user performance, performance and reduce the
   server, client, and network load.

   Note that persistent connections and pipelining are designed to
   address some of the above issues with HTTP [RFC2616].  Their presence
   does not diminish the need for a larger initial window. E.g., window, e.g., data
   from the Chrome browser show shows that 35% of HTTP requests are made on
   new TCP connections.  Our test data also shows significant latency
   reduction with the large initial window even in conjunction with
   these two HTTP features ([Duk10]). [Duk10].

   Also note that packet pacing has been suggested as a possible
   mechanism to avoid large bursts and their associated harm [VH97].
   Pacing is not required in this proposal due to a strong preference
   for a simple solution.  We suspect for packet bursts of a moderate
   size, packet pacing will not be necessary.  This seems to be
   confirmed by our test results.

   More discussion of the increase in initial window, including the
   choice of 10 segments segments, can be found in [Duk10, CD10]. [Duk10] and [CD10].

5.  Advantages of Larger Initial Windows

5.1 Reducing Latency

   An increase of the initial window from 3 segments to 10 segments
   reduces the total transfer time for data sets greater than 4KB 4 KB by up
   to 4 round trips.

   The table below compares the number of round trips between IW=3 and
   IW=10 for different transfer sizes, assuming infinite bandwidth, no
   packet loss, and the standard delayed acks ACKs with large delayed-ACK
   timer.

            ---------------------------------------
           | total segments |   IW=3   |   IW=10   |
            ---------------------------------------
           |         3      |     1    |      1    |
           |         6      |     2    |      1    |
           |        10      |     3    |      1    |
           |        12      |     3    |      2    |
           |        21      |     4    |      2    |
           |        25      |     5    |      2    |
           |        33      |     5    |      3    |
           |        46      |     6    |      3    |
           |        51      |     6    |      4    |
           |        78      |     7    |      4    |
           |        79      |     8    |      4    |
           |       120      |     8    |      5    |
           |       127      |     9    |      5    |
            ---------------------------------------

   For example, with the larger initial window, a transfer of 32
   segments of data will require only two 2 rather than five 5 round trips to
   complete.

5.2

5.2.  Keeping up Up with the growth of web object size Growth of Web Object Size

   RFC 3390 stated that the main motivation for increasing the initial
   window to 4KB 4 KB was to speed up connections that only transmit a small
   amount of data, e.g., email and web.  The majority of transfers back
   then were less than 4KB, 4 KB and could be completed in a single RTT
   [All00].

   Since RFC 3390 was published, web objects have gotten significantly
   larger [Chu09, RJ10]. [Chu09] [RJ10].  Today only a small percentage of web objects
   (e.g., 10% of Google's search responses) can fit in the 4KB 4 KB initial
   window.  The average HTTP response size of gmail.com, a highly
   scripted web-site, web site, is 8KB 8 KB (Figure 1. 1 in [Duk10]).  The average web
   page, including all static and dynamic scripted web objects on the
   page, has seen even greater growth in size [RJ10].  HTTP pipelining
   [RFC2616] and new web transport protocols such as SPDY [SPDY] allow
   multiple web objects to be sent in a single transaction, potentially
   benefiting from an even larger initial window in order to transfer an
   entire web page in a small number of round trips.

5.3

5.3.  Recovering faster Faster from loss Loss on under-utilized Under-Utilized or wireless links Wireless Links

   A greater-than-3-segment initial window increases the chance to
   recover packet loss through Fast Retransmit rather than the lengthy
   initial RTO [RFC5681].  This is because the fast retransmit algorithm
   requires three duplicate ACKs as an indication that a segment has
   been lost rather than reordered.  While newer loss recovery
   techniques such as Limited Transmit [RFC3042] and Early Retransmit
   [RFC5827] have been proposed to help speeding up loss recovery from a
   smaller window, both algorithms can still benefit from the larger
   initial window because of a better chance to receive more ACKs to react upon. ACKs.

6.  Disadvantages of Larger Initial Windows for the Individual
    Connection

   The larger bursts from an increase in the initial window may cause
   buffer overrun and packet drop in routers with small buffers, or
   routers experiencing congestion.  This could result in unnecessary
   retransmit timeouts.  For a large-window connection that is able to
   recover without a retransmit timeout, this could result in an
   unnecessarily-early
   unnecessarily early transition from the slow-start to the congestion-
   avoidance phase of the window increase algorithm.

   Premature segment drops are unlikely to occur in uncongested networks
   with sufficient buffering, or in moderately-congested moderately congested networks where
   the congested router uses active queue management (such as Random
   Early Detection [FJ93, RFC2309, RFC3150]). [FJ93] [RFC2309] [RFC3150]).

   Insufficient buffering is more likely to exist in the access routers
   connecting slower links.  A recent study of access router buffer size
   [DGHS07] reveals the majority of access routers provision enough
   buffer for 130ms 130 ms or longer, sufficient to cover a burst of more than
   10 packets at 1Mbps 1 Mbps speed, but possibly not sufficient for browsers
   opening simultaneous connections.

   A testbed study [CW10] on the effect of the larger initial window
   with five simultaneously opened connections revealed that, even with
   limited buffer size on slow links, IW=10 still reduced the total
   latency of web transactions, although at the cost of higher packet
   drop rates as compared to IW=3.

   Some TCP connections will receive better performance with the larger
   initial window window, even if the burstiness of the initial window results
   in premature segment drops.  This will be true if (1) the TCP
   connection recovers from the segment drop without a retransmit
   timeout, and (2) the TCP connection is ultimately limited to a small
   congestion window by either network congestion or by the receiver's
   advertised window.

7.  Disadvantages of Larger Initial Windows for the Network

   An increase in the initial window may increase congestion in a
   network.  However, since the increase is one-time one time only (at the
   beginning of a connection), and the rest of TCP's congestion backoff
   mechanism remains in place, it's unlikely the increase by itself will
   render a network in a persistent state of congestion, or even
   congestion collapse.  This seems to have been confirmed by the large large-
   scale web experiments described later.

   It should be noted that the above may not hold if applications open a
   large number of simultaneous connections.

   Until this proposal is widely deployed, a fairness issue may exist
   between flows adopting a larger initial window vs vs. flows that are
   RFC3390-compliant.
   compliant with RFC 3390.  Although no severe unfairness has been
   detected on all the known tests so far, further study on this topic
   may be warranted.

   Some of the discussions from RFC 3390 are still valid for IW=10.

   Moreover, it is worth noting that although TCP NewReno increases the
   chance of duplicate segments when trying to recover multiple packet
   losses from a large window, the wide support of the TCP Selective
   Acknowledgment (SACK) option [RFC2018] in all major OSes today should
   keep the volume of duplicate segments in check.

   Recent measurements [Get11] provide evidence of extremely large
   queues (in the order of one second or more) at access networks of the
   Internet.  While a significant part of the buffer bloat is
   contributed by large downloads/uploads such as video files, emails
   with large attachments, backups and download of movies to disk, some
   of the problem is also caused by Web web browsing of image heavy image-heavy sites
   [Get11].  This queuing delay is generally considered harmful for
   responsiveness of latency sensitive latency-sensitive traffic such as DNS queries, ARP,
   Address Resolution Protocol (ARP), DHCP, VoIP Voice over IP (VoIP), and
   Gaming.
   gaming.  IW=10 can exacerbate this problem when doing short downloads
   downloads, such as Web web browsing [Get11-1].  The mitigations proposed
   for the broader problem of buffer bloating are also applicable in
   this case, such as the use of ECN, AQM Explicit Congestion Notification (ECN),
   Active Queue Management (AQM) schemes [CoDel] [CoDel], and traffic
   classification (QoS).

8.  Mitigation of Negative Impact

   Much of the negative impact from an increase in the initial window is
   likely to be felt by users behind slow links with limited buffers.
   The negative impact can be mitigated by hosts directly connected to a
   low-speed link advertising a smaller an initial receive window smaller than 10
   segments.  This can be achieved either through manual configuration
   by the users, users or through the host stack auto-detecting the low low-
   bandwidth links.

   Additional suggestions to improve the end-to-end performance of slow
   links can be found in RFC 3150 [RFC3150].

9.  Interactions with the Retransmission Timer

   A large initial window increases the chance of spurious RTO on a low-
   bandwidth path path, because the packet transmission time will dominate
   the round-trip time.  To minimize spurious retransmissions,
   implementations MUST follow RFC 6298 [RFC6298] to restart the
   retransmission timer with the current value of RTO for each ACK
   received that acknowledges new data.

   For a more detailed discussion discussion, see RFC3390, section RFC 3390, Section 6.

10.  Experimental Results From Large Scale Large-Scale Cluster Tests

   In this section section, we summarize our findings from large scale large-scale Internet
   experiments with an initial window of 10 segments, segments conducted via
   Google's front-end infrastructure serving a diverse set of
   applications.  We present results from two data centers, each chosen
   because of the specific characteristics of subnets served: AvgDC has
   connection bandwidths closer to the worldwide average reported in
   [AKAM10], with a median connection speed of about 1.7Mbps; 1.7 Mbps; SlowDC
   has a larger proportion of traffic from slow bandwidth slow-bandwidth subnets with
   nearly 20% of traffic from connections below 100Kbps, 100 Kbps; and a third
   was below 256Kbps. 256 Kbps.

   Guided by measurements data, we answer two key questions: what is the
   latency benefit when TCP connections start with a higher initial
   window, and on the flip side, what is the cost?

10.1

10.1.  The benefits Benefits

   The average web search latency improvement over all responses in
   AvgDC is 11.7% (68 ms) and 8.7% (72 ms) in SlowDC.  We further
   analyzed the data based on traffic characteristics and subnet
   properties such as bandwidth (BW), round-trip time (RTT), and
   bandwidth-delay product (BDP).  The average response latency improved
   across the board for a variety of subnets with the largest benefits
   of over 20% from high RTT and high BDP networks, wherein most
   responses can fit within the pipe.  Correspondingly, responses from
   low RTT paths experienced the smallest improvements of -- about 5%.

   Contrary to what we expected, responses from low bandwidth low-bandwidth subnets
   experienced the best latency improvements (between 10-20%) in the
   buckets 0-56Kbps
   0-56 Kbps and 56-256Kbps 56-256 Kbps buckets.  We speculate low BW low-BW networks
   observe improved latency for two plausible reasons: 1) fewer slow-
   start rounds: unlike many large BW large-BW networks, low BW low-BW subnets with
   dial-up modems have inherently large RTTs; and 2) faster loss
   recovery: an initial window larger than 3 segments increases the
   chances of a lost packet to be recovered through Fast Retransmit as
   opposed to a lengthy RTO.

   Responses of different sizes benefited to varying degrees; those
   larger than 3 segments naturally demonstrated larger improvements,
   because they finished in fewer rounds in slow start as compared to
   the baseline.  In our experiments, response sizes <= less than or equal
   to 3 segments also demonstrated small latency benefits.

   To find out how individual subnets performed, we analyzed average
   latency at a /24 subnet level (an approximation to a user base that
   is offered similar set of services by a common ISP).  We find that,
   even at the subnet granularity, latency improved at all quantiles
   ranging from 5-
   11%.

10.2 5-11%.

10.2.  The cost Cost

   To quantify the cost of raising the initial window, we analyzed the
   data specifically for subnets with low bandwidth and BDP,
   retransmission rates for different kinds of applications, as well as
   latency for applications operating with multiple concurrent TCP
   connections.  From our measurements measurements, we found no evidence of a negative
   latency impacts that correlate to BW or BDP alone, but in fact both
   kinds of subnets demonstrated latency improvements across averages
   and quantiles.

   As expected, the retransmission rate increased modestly when
   operating with larger initial congestion window.  The overall
   increase in AvgDC is 0.3% (from 1.98% to 2.29%) and in SlowDC is 0.7%
   (from 3.54% to 4.21%).  In our investigation, with the exception of
   one application, the larger window resulted in a retransmission
   increase of < less than 0.5% for services in the AvgDC.  The exception
   is the Maps application that operates with multiple concurrent TCP
   connections, which increased its retransmission rate by 0.9% in AvgDC
   and 1.85% in SlowDC (from 3.94% to 5.79%).

   In our experiments, the percentage of traffic experiencing
   retransmissions did not increase significantly. E.g. significantly, e.g., 90% of web
   search and maps experienced zero retransmission in SlowDC
   (percentages are higher for AvgDC); a break up of retransmissions by
   percentiles indicate that most increases come from the portion of
   traffic already experiencing retransmissions in the baseline with
   initial window of 3 segments.

   Traffic patterns from applications using multiple concurrent TCP
   connections all operating with a large initial window represent one

   One of the worst case worst-case scenarios where latency can be adversely
   impacted due to bottleneck buffer overflow. overflow is represented by traffic
   patterns from applications using multiple concurrent TCP connections,
   all operating with a large initial window.  Our investigation shows
   that such a traffic pattern has not been a problem in AvgDC, AvgDC where all
   these applications, specifically maps and image thumbnails,
   demonstrated improved latencies varying from 2-20%.  In the case of
   SlowDC, while these applications continued showing a latency
   improvement in the mean, their latencies in higher quantiles (96 and
   above for maps) indicated instances where latency with larger window
   is worse than the baseline, e.g. e.g., the 99% latency for maps has
   increased by 2.3%
   (80ms) (80 ms) when compared to the baseline.  There is no
   evidence from our measurements that such a cost on latency is a
   result of subnet bandwidth alone.  Although we have no way of knowing
   from our data, we conjecture that the amount of buffering at
   bottleneck links plays a key role in the performance of these
   applications.

   Further details on our experiments and analysis can be found in
   [Duk10, DCCM10].
   [Duk10] and [DCCM10].

11.  Other Studies

   Besides the large scale large-scale Internet experiments described above, a
   number of other studies have been conducted on the effects of IW10 in
   various environments.  These tests were summarized below, with more
   discussion in Appendix A.

   A complete list of tests conducted, with their results and related
   studies
   studies, can be found at the [IW10] link.

   1. [Sch08] described an earlier evaluation of various Fast Startup
      approaches, including the "Initial-Start" of 10 MSS.

   2. [DCCM10] presented the result from Google's large scale large-scale IW10
      experiments, with a focus on areas with highly multiplexed links
      or limited broadband deployment such as Africa and South America.

   3. [CW10] contained a testbed study on IW10 performance over slow
      links.  It also studied how short flows with a larger initial
      window might affect the throughput performance of other co-existing, long
   lived,
      coexisting, long-lived, bulk data transfers.

   4. [Sch11] compared IW10 against a number of other fast startup
      schemes, and concluded that IW10 works rather well and is also
      quite fair.

   5. [JNDK10] and later [JNDK10-1] studied the effect of IW10 over
      cellular networks.

   6. [AERG11] studied the effect of larger ICW sizes, sizes of initial congestion
      windows, among other things, on end users' page load time from
      Yahoo!'s Content Delivery Network.

12.  Usage and Deployment Recommendations

   Further experiments are required before a larger initial window shall
   be enabled by default in the Internet.  The existing measurement
   results indicate that this does not cause significant harm to other
   traffic.  However, widespread use in the Internet could reveal issues
   not known yet, e.g., regarding fairness or impact on latency-
   sensitive traffic such as VoIP.

   Therefore, special care is needed when using this experimental TCP
   extension, in particular on large-scale systems originating a
   significant amount of Internet traffic, traffic or on large numbers of
   individual consumer-level systems that have similar aggregate impact.
   Anyone (stack vendors, network administrators, etc.) turning on a
   larger initial window SHOULD ensure that the performance is monitored
   before and after that change. A key metric  Key metrics to monitor is are the rate of
   packet losses, ECN marking, or and segment retransmissions during the
   initial burst.  The sender SHOULD cache such information about
   connection setups using an initial window larger than allowed by RFC
   3390, and new connections SHOULD fall back to the initial window
   allowed by RFC 3390 if there is evidence of performance issues.
   Further experiments are needed on the design of such a cache and
   corresponding heuristics.

   Other relevant metrics that may indicate a need to reduce the IW
   include an increased overall percentage of packet loss or segment
   retransmissions as well as application-level metrics such as reduced
   data transfer completion times or impaired media quality.

   It is important also to take into account hosts that do not implement
   a larger initial window.  Furthermore, any deployment of IW10 should
   be aware that there are potential side effects to real-time traffic
   (such as VoIP).  If users observe any significant deterioration of
   performance, they SHOULD fall back to an initial window as allowed by
   RFC 3390 for safety reasons.  An increased initial window MUST NOT be
   turned on by default on systems without such monitoring capabilities.

   The IETF TCPM working group is very much interested in further
   reports from experiments with this specification and encourages the
   publication of such measurement data.  By now, there are no adequate
   studies available that either prove or or do not prove the impact of
   IW10 to real-time traffic.  Further experimentation in this directions in direction
   is encouraged.

   If no significant harm is reported, a follow-up document may revisit
   the question on whether a larger initial window can be safely used by
   default in all Internet hosts.  Resolution of these experiments and
   tighter specifications of the suggestions here might be grounds for a
   future standards track document grounds for a
   future Standards Track document on the same topic.

   It is recognized that if IW10 is causing harm to other traffic, that
   this may not be readily apparent to the software on the hosts using
   IW10.  In some cases, a local system or network administrator may be
   able to detect this and to selectively disable IW10.  In the general
   case, however, since the harm may occur on a remote network to other
   cross-traffic, there may be no good way at all for this to be
   detected or corrected.  Current experience and analysis does not
   indicate whether this is a real issue, beyond a hypothetical one.  As
   use of IW10 becomes more prevalent, monitoring and analysis of flows
   throughout the network will be needed to assess the impact across the
   spectrum of scenarios found on the same topic. real Internet.

13.  Related Proposals

   Two other proposals [All10, Tou12] [All10] [Tou12] have been published to raise
   TCP's initial window size over a large timescale.  Both aim at
   reducing the uncertain impact of a larger initial window at an Internet wide
   Internet-wide scale.  Moreover, [Tou12] seeks an algorithm to
   automate the adjustment of IW safely over a long haul period.

   Although a modest, static increase of IW to 10 may address the near-
   term need for better web performance, much work is needed from the
   TCP research community to find a long term long-term solution to the TCP flow
   startup problem.

14.  Security Considerations

   This document discusses the initial congestion window permitted for
   TCP connections.  Although changing this value may cause more packet
   loss, it is highly unlikely to lead to a persistent state of network
   congestion or even a congestion collapse. Hence  Hence, it does not raise
   any known new security issues with TCP.

15.  Conclusion

   This document suggests a simple change to TCP that will reduce the
   application latency over short-lived TCP connections or links with
   long RTTs (saving several RTTs during the initial slow-start phase)
   with little or no negative impact over other flows.  Extensive tests
   have been conducted through both testbeds and large data centers with
   most results showing improved latency with only a small increase in
   the packet retransmission rate.  Based on these results results, we believe a
   modest increase of IW to 10 is the best solution for the near-term
   deployment, while scaling IW over the long run remains a challenge
   for the TCP research community.

16. IANA Considerations

   None

17.  Acknowledgments

   Many people at Google have helped to make the set of large scale large-scale
   tests possible.  We would especially like to acknowledge Amit
   Agarwal, Tom Herbert, Arvind Jain Jain, and Tiziana Refice for their major
   contributions.

17.  References

17.1.  Normative References

   [RFC2018]  Mathis, M., Mahdavi, J., Floyd, S. S., and A. Romanow, "TCP
              Selective Acknowledgment Options", RFC 2018, October 1996.

   [RFC2119]  Bradner, S., "Key words for use in RFCs to Indicate
              Requirement Levels", BCP 14, RFC 2119, March 1997.

   [RFC2616]  Fielding, R., Gettys, J., Mogul, J., Frystyk, H.,
              Masinter, L., Leach, P. P., and T. Berners-Lee, "Hypertext
              Transfer Protocol -- HTTP/1.1", RFC 2616, June 1999.

   [RFC3390]  Allman, M., Floyd, S. S., and C. Partridge, "Increasing TCP's
              Initial Window", RFC 3390, October 2002.

   [RFC5681]  Allman, M., Paxson, V. V., and E. Blanton, "TCP Congestion
              Control", RFC 5681, September 2009.

   [RFC5827]  Allman, M., Avrachenkov, K., Ayesta, U., Blanton, J. J., and
              P. Hurtig, "Early Retransmit for TCP and SCTP", Stream Control
              Transmission Protocol (SCTP)", RFC 5827, May 2010.

   [RFC6298]  Paxson, V., Allman, M., Chu, J. J., and M. Sargent,
              "Computing TCP's Retransmission Timer", RFC 6298, June
              2011.

17.2.  Informative References

   [AKAM10]   Akamai Technologies, Inc., "The State of the Internet, 3rd
              Quarter 2009", Akamai
             Technologies, Inc., January 2010.
             URL=http://www.akamai.com/html/about/press/releases/2010/
             press_011310_1.html 2010, <http://www.akamai.com/html/
              about/press/releases/2010/press_011310_1.html>.

   [AERG11]   Al-Fares, M., Elmeleegy, K., Reed, B. B., and I. Gashinsky,
              "Overclocking the Yahoo! CDN for Faster Web Page Loads",
              Internet Measurement Conference, November 2011.

   [All00]    Allman, M., "A Web Server's View of the Transport Layer",
              ACM Computer Communication Review, 30(5), October 2000.

   [All10]    Allman, M., "Initial Congestion Window Specification",
             Internet-draft draft-allman-tcpm-bump-initcwnd-00.txt, work
              Work in progress, last updated Progress, November 2010.

   [Bel10]    Belshe, M., "A Client-Side Argument For Changing TCP Slow
              Start", January, 2010. URL
             http://sites.google.com/a/chromium.org/dev/spdy/
             An_Argument_For_Changing_TCP_Slow_Start.pdf January 2010,
              <http://sites.google.com/a/chromium.org/dev/spdy/
              An_Argument_For_Changing_TCP_Slow_Start.pdf>.

   [CD10]     Chu, J. and N. Dukkipati, "Increasing TCP's Initial
              Window", Presented presented to 77th the IRTF ICCRG & and IETF TCPM working
              group meetings, IETF 77, March 2010. URL
             http://www.ietf.org/proceedings/77/slides/tcpm-4.pdf 2010, <http://www.ietf.org/
              proceedings/77/slides/tcpm-4.pdf>.

   [Chu09]    Chu, J., "Tuning TCP Parameters for the 21st Century",
             Presented
              presented to 75th IETF TCPM working group meeting, IETF 75, July
              2009. URL http://www.ietf.org/proceedings/75/slides/tcpm-
             1.pdf. <http://www.ietf.org/proceedings/75/slides/tcpm-1>.

   [CoDel]    Nichols, K. and V. Jacobson, "Controlling Queue Delay",
              ACM QUEUE, May 6, 2012.

   [CW10]     Chu, J. and Wang, Y., "A Testbed Study on IW10 vs IW3",
             Presented
              presented to 79th IETF the TCPM working group meeting, Nov.
             2010. URL http://www.ietf.org/proceedings/79/slides/tcpm-
             0.pdf. IETF 79,
              November 2010,
              <http://www.ietf.org/proceedings/79/slides/tcpm-0>.

   [DCCM10]   Dukkipati, D., Cheng, Y., Chu, J. J., and M. Mathis,
              "Increasing TCP initial window", Presented presented to 78th the IRTF
              ICCRG working group meeting, IETF 78, July 2010. URL
             http://www.ietf.org/proceedings/78/slides/iccrg-3.pdf 2010,
              <http://www.ietf.org/proceedings/78/slides/iccrg-3.pdf>.

   [DGHS07]   Dischinger, M., Gummadi, K., Haeberlen, A. A., and S. Saroiu,
              "Characterizing Residential Broadband Networks", Internet
              Measurement Conference, October 24-26, 2007.

   [Duk10]    Dukkipati, N., Refice, T., Cheng, Y., Chu, J., Sutin, N.,
              Agarwal, A., Herbert, T. T., and J. Arvind, "An Argument for
              Increasing TCP's Initial Congestion Window", ACM SIGCOMM
              Computer Communications Review, vol. 40 (2010), pp. 27-33.
              July 2010.

   [FF99]     Floyd, S., and K. Fall, "Promoting the Use of End-to-End
              Congestion Control in the Internet", IEEE/ACM Transactions
              on Networking, August 1999.

   [FJ93]     Floyd, S. and V. Jacobson, "Random Early Detection
              gateways for Congestion Avoidance", IEEE/ACM Transactions
              on Networking, V.1 N.4, August 1993, p. 397-413.

   [Get11]    Gettys, J., "Bufferbloat: Dark buffers in the Internet",
             Presented
              presented to 80th IETF the TSV Area meeting, IETF 80, March 2011. URL
             http://www.ietf.org/proceedings/80/slides/tsvarea-1.pdf 2011,
              <http://www.ietf.org/proceedings/80/slides/tsvarea-1.pdf>.

   [Get11-1]  Gettys, J., "IW10 Considered Harmful", Internet-draft
             draft-gettys-iw10-considered-harmful-00, work Work in progress, Progress,
              August 2011.

   [IOR2009]  Labovitz, C., Iekel-Johnson, S., McPherson, D., Oberheide,
              J. Jahanian, F. F., and M. Karir, "Atlas Internet Observatory
              2009 Annual Report", 47th NANOG Conference, October 2009.

   [IW10]    "TCP IW10 links", URL
             http://code.google.com/speed/protocols/tcpm-IW10.html January 2012,
              <http://code.google.com/speed/protocols/tcpm-IW10.html>.

   [Jac88]    Jacobson, V., "Congestion Avoidance and Control", Computer
              Communication Review, vol. 18, no. 4, pp. 314-329, Aug.
              1988.

   [JNDK10]   Jarvinen, I., Nyrhinen. A., Ding, A. A., and M. Kojo, "A
              Simulation Study on Increasing TCP's IW", Presented presented to 78th the
              IRTF ICCRG working group meeting, IETF 78, July 2010. URL
             http://www.ietf.org/proceedings/78/slides/iccrg-7.pdf 2010,
              <http://www.ietf.org/proceedings/78/slides/iccrg-7.pdf>.

   [JNDK10-1] Jarvinen, I., Nyrhinen. A., Ding, A. A., and M. Kojo, "Effect
              of IW and Initial RTO changes", Presented presented to 79th IETF the TCPM
              working group meeting, Nov. 2010. URL
             http://www.ietf.org/proceedings/79/slides/tcpm-1.pdf IETF 79, November 2010,
              <http://www.ietf.org/proceedings/79/slides/tcpm-1.pdf>.

   [LAJW07]   Liu, D., Allman, M., Jin, S. S., and L. Wang, "Congestion
              Control Without a Startup Phase", Protocols for Fast, Long
              Distance Networks (PFLDnet) Workshop, February 2007. URL
             http://www.icir.org/mallman/papers/jumpstart-pfldnet07.pdf 2007,
              <http://www.icir.org/mallman/papers/
              jumpstart-pfldnet07.pdf>.

   [PK98]     Padmanabhan V.N. and R. Katz, "TCP Fast Start: A technique
              for speeding up web transfers", in Proceedings of IEEE
              Globecom '98 Internet Mini-Conference, 1998.

   [PRAKS02]  Partridge, C., Rockwell, D., Allman, M., Krishnan, R. R., and
              J. Sterbenz, "A Swifter Start for TCP", Technical Report
              No. 8339, BBN Technologies, March 2002.

   [RFC2309]  Braden, B., Clark, D., Crowcroft, J., Davie, B., Deering,
              S., Estrin, D., Floyd, S., Jacobson, V., Minshall, G.,
              Partridge, C., Peterson, L., Ramakrishnan, K., Shenker,
              S., Wroclawski, J. J., and L. Zhang, "Recommendations on
              Queue Management and Congestion Avoidance in the
              Internet", RFC 2309, April 1998.

   [RFC2414]  Allman, M., Floyd, S. S., and C. Partridge, "Increasing TCP's
              Initial Window", RFC 2414, September 1998.

   [RFC3042]  Allman, M., Balakrishnan, H. H., and S. Floyd, "Enhancing
              TCP's Loss Recovery Using Limited Transmit", RFC 3042,
              January 2001.

   [RFC3150]  Dawkins, S., Montenegro, G., Kojo, M. M., and V. Magret, "End-
             to-end
              "End-to-end Performance Implications of Slow Links", BCP 0048,
              48, RFC 3150, July 2001.

   [RFC4782]  Floyd, S., Allman, M., Jain, A. A., and P. Sarolahti, "Quick-
              Start for TCP and IP", RFC 4782, January 2007.

   [RFC6077]  Papadimitriou, D., Ed., Welzl, M., Scharf, M. M., and B.
              Briscoe, "Open Research Issues in Internet Congestion
              Control",
             section 3.4, RFC 6077, February 2011.

   [RJ10]     Ramachandran, S. and A. Jain, "Aggregate Statistics of
              Size Related Metrics of Web Pages metrics", May 2010. URL
             http://code.google.com/speed/articles/web-metrics.html 2010,
              <http://code.google.com/speed/articles/web-metrics.html>.

   [Sch08]    Scharf, M., "Quick-Start, Jump-Start, and Other Fast
              Startup Approaches", Internet Research Task Force ICCRG, presented to the IRTF ICCRG meeting,
              IETF 73, November 17, 2008. URL
             http://www.ietf.org/proceedings/73/slides/iccrg-2.pdf 2008,
              <http://www.ietf.org/proceedings/73/slides/iccrg-2.pdf>.

   [Sch11]    Scharf, M., "Performance and Fairness Evaluation of IW10
              and Other Fast Startup Schemes", Internet Research Task
             Force ICCRG, presented to the IRTF
              ICCRG meeting, IETF 80, March 2011. URL
             http://www.ietf.org/proceedings/80/slides/iccrg-1.pdf 2011,
              <http://www.ietf.org/proceedings/80/slides/iccrg-1.pdf>.

   [Sch11-1]  Scharf, M., "Comparison of end-to-end and network-
              supported fast startup congestion control schemes",
              Computer Networks, Feb. 2011. URL
             http://dx.doi.org/10.1016/j.comnet.2011.02.002 2011,
              <http://dx.doi.org/10.1016/j.comnet.2011.02.002>.

   [SPDY]    "SPDY: An experimental protocol for a faster web", URL
             http://dev.chromium.org/spdy
              <http://dev.chromium.org/spdy>.

   [Ste08]    Sounders S., "Roundup on Parallel Connections", High
              Performance Web Sites blog. blog, March 2008. URL
             http://www.stevesouders.com/blog/2008/03/20/roundup-on-
             parallel-connections 2008,
              <http://www.stevesouders.com/blog/2008/03/20/
              roundup-on-parallel-connections>.

   [Tou12]    Touch, J., "Automating the Initial Window in TCP",
             Internet-draft draft-touch-tcpm-automatic-iw-03.txt, work Work in progress,
              Progress, July 16, 2012.

   [VH97]     Visweswaraiah, V. and J. Heidemann, "Improving Restart of
              Idle TCP Connections", Technical Report 97-661, University
              of Southern California, November 1997.

Appendix A - A.  List of Concerns and Corresponding Test Results

   Concerns have been raised since the initial draft of this proposal document
   was first published posted, based on a set of large scale large-scale experiments.  To better
   understand the impact of a larger initial window and in order to
   confirm or dismiss these concerns, additional tests have been
   conducted using either
   large scale large-scale clusters, simulations, or real
   testbeds.  The following attempts to compile the list of concerns and
   summarize findings from relevant tests.

   o  How complete are various tests in covering many different traffic
      patterns?

      The large scale large-scale Internet experiments conducted at Google front-end Google's front-
      end infrastructure covered a large portfolio of services beyond
      web search.  It includes included Gmail, Google Maps, Photos, News, Sites,
     Images,..., etc, covering
      Images, etc., and covered a wide variety of traffic sizes and
      patterns.  One notable exception is YouTube YouTube, because we don't
      think the large initial window will have much material impact,
      either positive or negative, on bulk data services.

      [CW10] contains some result results from a testbed study on how short
      flows with a larger initial window might affect the throughput
      performance of other co-existing, long lived, coexisting, long-lived, bulk data transfers.

   o  Larger bursts from the increase in the initial window cause
      significantly more packet drops drops.

      All the tests conducted on this subject [Duk10, Sch11, Sch11-1,
     CW10] ([Duk10] [Sch11] [Sch11-1]
      [CW10]) so far have shown only a modest increase on of packet drops.
      The only exception is from the testbed study [CW10] when under
      extremely high load and/or simultaneous opens.  But under those
     conditions
      conditions, both IW=3 and IW=10 suffered very high packet loss rates
     though.
      rates.

   o  A large initial window may severely impact TCP performance over
      highly multiplexed links still common in developing regions regions.

      Our large scale large-scale experiments described in section Section 10 above also
      covered Africa and South America.  Measurement data from those
      regions [DCCM10] revealed improved latency latency, even for those
      services that employ multiple simultaneous connections, at the
      cost of a small increase in the retransmission rate.  It seems
      that the round trip round-trip savings from a larger initial window more than
      make up the time spent on recovering more lost packets.

      Similar phenomenon phenomena have also been observed from the testbed study
      [CW10].

   o  Why 10 segments?

      Questions have been raised on how the number 10 was picked.  We
      have tried different sizes in our large scale large-scale experiments, and
      found that 10 segments seem to give most of the benefits for the
      services we tested while not causing significant increase in the
      retransmission rates.  Going forward forward, 10 segments may turn out to
      be too small when the average of web object sizes continue continues to
      grow.  But a scheme to right size "right size" the initial window
      automatically over long timescales has yet to be developed.

   o Need more  More thorough analysis of the impact on slow links is needed.

      Although [Duk10] showed the large initial window reduced the
      average latency even for the dialup link class of only 56Kbps 56 Kbps in
      bandwidth, more studied studies were needed in order to understand the
      effect of IW10 on slow links at the microscopic level.  [CW10] was
      conducted for this purpose.

      Testbeds in [CW10] emulated a 300ms 300 ms RTT, bottleneck link
      bandwidth as low as 64Kbps, 64 Kbps, and route queue size as low as 40
      packets.  A large combination of test parameters were used.
      Almost all tests showed varying degree degrees of latency improvement
      from IW=10, with only a modest increase in the packet drop rate
      until a very high load was injected.  The testbed result was
      consistent with both the large
     scale large-scale data center experiments [CD10, DCCM10]
      [CD10] [DCCM10] and a separate study using NSC simulations [Sch11, Sch11-1]. the Network Simulation
      Cradle (NSC) framework [Sch11] [Sch11-1].

   o  How will the larger initial window affect flows with initial
      windows 4KB of 4 KB or less?

      Flows with the larger initial window will likely grab more
      bandwidth from a bottleneck link when competing against flows with
      smaller initial window, windows, at least initially.  How long will this
      "unfairness" last?  Will there be any "capture effect" where flows
      with larger initial window possess a disproportional share of
      bandwidth beyond just a few round trips?

      If there is any "unfairness" issue from flows with different
      initial windows, it did not show up in the large scale large-scale
      experiments, as the average latency for the bucket of all
      responses < 4KB less than 4 KB did not seem to be affected by the
      presence of many other larger responses employing large initial
      window.  As a matter of fact fact, they seemed to benefit from the
      large initial window too, as shown in Figure 7 of [Duk10].

      The same phenomenon seems to exist in the testbed experiments
      [CW10].  Flows with IW=3 only suffered slightly when competing
      against flows with IW=10 in light to median medium loads.  Under high load
      load, both flows' latency improved when mixed together.  Also
      long-lived, background bulk-data flows seemed to enjoy higher
      throughput when running against many foreground short flows of
      IW=10 than against short flows of IW=3.  One plausible explanation
      was that IW=10 enabled short flows to complete sooner, leaving
      more room for the long-
     lived, long-lived, background flows.

      A study using an NSC simulator has also concluded that IW=10 works
      rather well and is quite fair against IW=3 [Sch11, Sch11-1]. [Sch11] [Sch11-1].

   o  How will a larger initial window perform over cellular networks?

      Some simulation studies [JNDK10, JNDK10-1] [JNDK10] [JNDK10-1] have been conducted to
      study the effect of a larger initial window on wireless links from
      2G to 4G networks (EGDE/HSPA/LTE).  The overall result seems mixed
      in both raw performance and the fairness index.

Author's

Authors' Addresses

   Jerry Chu
   Google, Inc.
   1600 Amphitheatre Parkway
   Mountain View, CA 94043
   USA
   EMail: hkchu@google.com

   Nandita Dukkipati
   Google, Inc.
   1600 Amphitheatre Parkway
   Mountain View, CA 94043
   USA
   EMail: nanditad@google.com

   Yuchung Cheng
   Google, Inc.
   1600 Amphitheatre Parkway
   Mountain View, CA 94043
   USA
   EMail: ycheng@google.com

   Matt Mathis
   Google, Inc.
   1600 Amphitheatre Parkway
   Mountain View, CA 94043
   USA
   EMail: mattmathis@google.com

Acknowledgment

   Funding for the RFC Editor function is currently provided by the
   Internet Society.