Network Working Group                                          A. Morton
Internet-Draft                                                 AT&T Labs
Updates: 2544 (if approved)                            December 18, 2020
Intended status: Informational
Expires: June 21, 2021

        Updates for the Back-to-back Frame Benchmark in RFC 2544


   Fundamental Benchmarking Methodologies for Network Interconnect
   Devices of interest to the IETF are defined in RFC 2544.  This memo
   updates the procedures of the test to measure the Back-to-back frames
   Benchmark of RFC 2544, based on further experience.

   This memo updates Section 26.4 of RFC 2544.

Requirements Language

   The key words "MUST", "MUST NOT", "REQUIRED", "SHALL", "SHALL NOT",
   "OPTIONAL" in this document are to be interpreted as described in BCP
   14[RFC2119] [RFC8174] when, and only when, they appear in all
   capitals, as shown here.

Status of This Memo

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

   Internet-Drafts are working documents of the Internet Engineering
   Task Force (IETF).  Note that other groups may also distribute
   working documents as Internet-Drafts.  The list of current Internet-
   Drafts is at

   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."

   This Internet-Draft will expire on June 21, 2021.

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Copyright Notice

   Copyright (c) 2020 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
   ( 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.

Table of Contents

   1.  Introduction  . . . . . . . . . . . . . . . . . . . . . . . .   2
   2.  Scope and Goals . . . . . . . . . . . . . . . . . . . . . . .   3
   3.  Motivation  . . . . . . . . . . . . . . . . . . . . . . . . .   4
   4.  Prerequisites . . . . . . . . . . . . . . . . . . . . . . . .   6
   5.  Back-to-back Frames . . . . . . . . . . . . . . . . . . . . .   7
     5.1.  Preparing the list of Frame sizes . . . . . . . . . . . .   7
     5.2.  Test for a Single Frame Size  . . . . . . . . . . . . . .   8
     5.3.  Test Repetition and Benchmark . . . . . . . . . . . . . .   9
     5.4.  Benchmark Calculations  . . . . . . . . . . . . . . . . .   9
   6.  Reporting . . . . . . . . . . . . . . . . . . . . . . . . . .  11
   7.  Security Considerations . . . . . . . . . . . . . . . . . . .  12
   8.  IANA Considerations . . . . . . . . . . . . . . . . . . . . .  12
   9.  Acknowledgments  . . . . . . . . . . . . . . . . . . . . . .  12
   10. References  . . . . . . . . . . . . . . . . . . . . . . . . .  13
     10.1.  Normative References . . . . . . . . . . . . . . . . . .  13
     10.2.  Informative References . . . . . . . . . . . . . . . . .  13
   Author's Address  . . . . . . . . . . . . . . . . . . . . . . . .  15

1.  Introduction

   The IETF's fundamental Benchmarking Methodologies are defined in
   [RFC2544], supported by the terms and definitions in [RFC1242], and
   [RFC2544] actually obsoletes an earlier specification, [RFC1944].
   Over time, the benchmarking community has updated [RFC2544] several
   times, including the Device Reset Benchmark [RFC6201], and the
   important Applicability Statement [RFC6815] concerning use outside
   the Isolated Test Environment (ITE) required for accurate
   benchmarking.  Other specifications implicitly update [RFC2544], such
   as the IPv6 Benchmarking Methodologies in [RFC5180].

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   Recent testing experience with the Back-to-back Frame test and
   Benchmark in Section 26.4 of [RFC2544] indicates that an update is
   warranted [OPNFV-2017] [VSPERF-b2b].  In particular, analysis of the
   results indicates that buffer size matters when compensating for
   interruptions of software packet processing, and this finding
   increases the importance of the Back-to-back frame characterization
   described here.  This memo describes additional rationale and
   provides the updated method.

   [RFC2544] (which obsoletes [RFC1944]) provides its own Requirements
   Language consistent with [RFC2119], since [RFC1944] pre-dates
   [RFC2119] and all three memos share common authorship.
   Today,[RFC8174] clarifies the usage of Requirements Language, so the
   requirements presented in this memo are expressed in [RFC8174] terms,
   and intended for those performing/reporting laboratory tests to
   improve clarity and repeatability, and for those designing devices
   that facilitate these tests.

2.  Scope and Goals

   The scope of this memo is to define an updated method to
   unambiguously perform tests, measure the benchmark(s), and report the
   results for Back-to-back Frames (presently described in Section 26.4
   of [RFC2544]).

   The goal is to provide more efficient test procedures where possible,
   and to expand reporting with additional interpretation of the
   results.  The tests described in this memo address the cases in which
   the maximum frame rate of a single ingress port cannot be transferred
   loss-free to an egress port (for some frame sizes of interest).

   [RFC2544] Benchmarks rely on test conditions with constant frame
   sizes, with the goal of understanding what network device capability
   has been tested.  Tests with the smallest size stress the header
   processing capacity, and tests with the largest size stress the
   overall bit processing capacity.  Tests with sizes in-between may
   determine the transition between these two capacities.  However,
   conditions simultaneously sending a mixture of Internet frame sizes
   (IMIX), such as those described in [RFC6985], MUST NOT be used in
   Back-to-back Frame testing.

   Section 3 of [RFC8239] describes buffer size testing for physical
   networking devices in a data center.  The [RFC8239] methods measure
   buffer latency directly with traffic on multiple ingress ports that
   overload an egress port on the Device Under Test (DUT) and are not
   subject to the revised calculations presented in this memo.
   Likewise, the methods of [RFC8239] SHOULD be used for test cases
   where the egress port buffer is the known point of overload.

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3.  Motivation

   Section 3.1 of [RFC1242] describes the rationale for the Back-to-back
   Frames Benchmark.  To summarize, there are several reasons that
   devices on a network produce bursts of frames at the minimum allowed
   spacing; and it is, therefore, worthwhile to understand the Device
   Under Test (DUT) limit on the length of such bursts in practice.
   Also, [RFC1242] states:

          "Tests of this parameter are intended to determine the extent
          of data buffering in the device."

   After this test was defined, there have been occasional discussions
   of the stability and repeatability of the results, both over time and
   across labs.  Fortunately, the Open Platform for Network Function
   Virtualization (OPNFV) VSPERF project's Continuous Integration (CI)
   [VSPERF-CI] testing routinely repeats Back-to-back Frame tests to
   verify that test functionality has been maintained through
   development of the test control programs.  These tests were used as a
   basis to evaluate stability and repeatability, even across lab set-
   ups when the test platform was migrated to new DUT hardware at the
   end of 2016.

   When the VSPERF CI results were examined [VSPERF-b2b], several
   aspects of the results were considered notable:

   1.  Back-to-back Frame Benchmark was very consistent for some fixed
       frame sizes, and somewhat variable for other frame sizes.

   2.  The number of Back-to-back Frames with zero loss reported for
       large frame sizes was unexpectedly long (translating to 30
       seconds of buffer time), and no explanation or measurement limit
       condition was indicated.  It was important that the buffering
       time calculations were part of the referenced testing and
       analysis[VSPERF-b2b], because the calculated buffer times of 30
       seconds for some frame sizes were clearly wrong or highly
       suspect.  On the other hand, a result expressed only as a large
       number of Back-to-back Frames does not permit such an easy
       comparison with reality.

   3.  Calculation of the extent of buffer time in the DUT helped to
       explain the results observed with all frame sizes (for example,
       tests with some frame sizes cannot exceed the frame header
       processing rate of the DUT and thus no buffering occurs;
       therefore, the results depended on the test equipment and not the

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   4.  It was found that a better estimate of the DUT buffer time could
       be calculated using measurements of both the longest burst in
       frames without loss and results from the Throughput tests
       conducted according to Section 26.1 of [RFC2544].  It is apparent
       that the DUT's frame processing rate empties the buffer during a
       trial and tends to increase the "implied" buffer size estimate
       (measured according to Section 26.4 of [RFC2544] because many
       frames have departed the buffer when the burst of frames ends).
       A calculation using the Throughput measurement can reveal a
       "corrected" buffer size estimate.

   Further, if the Throughput tests of Section 26.1 of [RFC2544] are
   conducted as a prerequisite test, the number of frame sizes required
   for Back-to-back Frame Benchmarking can be reduced to one or more of
   the small frame sizes, or the results for large frame sizes can be
   noted as invalid in the results if tested anyway (these are the
   larger frame sizes for which the back-to-back frame rate cannot
   exceed the frame header processing rate of the DUT and little or no
   buffering occurs).

   The material below provides the details of the calculation to
   estimate the actual buffer storage available in the DUT, using
   results from the Throughput tests for each frame size, and the
   maximum theoretical frame rate for the DUT links (which constrain the
   minimum frame spacing).

   In reality, there are many buffers and packet header processing steps
   in a typical DUT.  The simplified model used in these calculations
   for the DUT includes a packet header processing function with limited
   rate of operation, as shown below:

                        |------------ DUT --------|
   Generator -> Ingress -> Buffer -> HeaderProc -> Egress -> Receiver

   So, in the Back-to-back Frame testing:

   1.  The ingress burst arrives at Max Theoretical Frame Rate, and
       initially the frames are buffered.

   2.  The packet header processing function (HeaderProc) operates at
       the "Measured Throughput" (Section 26.1 of [RFC2544]), removing
       frames from the buffer (this is the best approximation we have).

   3.  Frames that have been processed are clearly not in the buffer, so
       the Corrected DUT buffer time equation (Section 5.4) estimates
       and removes the frames that the DUT forwarded on egress during
       the burst.  We define buffer time as the number of frames

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       occupying the buffer divided by the Maximum Theoretical Frame
       Rate (on ingress) for the frame size under test.

   4.  A helpful concept is the buffer filling rate, which is the
       difference between the Max Theoretical Frame Rate (ingress) and
       the Measured Throughput (HeaderProc on egress).  If the actual
       buffer size in frames was known, the time to fill the buffer
       during a measurement can be calculated using the filling rate as
       a check on measurements.  However, the buffer in the model
       represents many buffers of different sizes in the DUT data path.

   Knowledge of approximate buffer storage size (in time or bytes) may
   be useful to estimate whether frame losses will occur if DUT
   forwarding is temporarily suspended in a production deployment, due
   to an unexpected interruption of frame processing (an interruption of
   duration greater than the estimated buffer would certainly cause lost
   frames).  In Section 5, the calculations for the correct buffer time
   use the combination of offered load at Max Theoretical Frame Rate and
   header processing speed at 100% of Measured Throughput.  Other
   combinations are possible, such as changing the percent of measured
   Throughput to account for other processes reducing the header
   processing rate.

   The presentation of OPNFV VSPERF evaluation and development of
   enhanced search algorithms [VSPERF-BSLV] was discussed at IETF-102.
   The enhancements are intended to compensate for transient interrupts
   that may cause loss at near-Throughput levels of offered load.
   Subsequent analysis of the results indicates that buffers within the
   DUT can compensate for some interrupts, and this finding increases
   the importance of the Back-to-back frame characterization described

4.  Prerequisites

   The Test Setup MUST be consistent with Figure 1 of [RFC2544], or
   Figure 2 when the tester's sender and receiver are different devices.
   Other mandatory testing aspects described in [RFC2544] MUST be
   included, unless explicitly modified in the next section.

   The ingress and egress link speeds and link layer protocols MUST be
   specified and used to compute the maximum theoretical frame rate when
   respecting the minimum inter-frame gap.

   The test results for the Throughput Benchmark conducted according to
   Section 26.1 of [RFC2544] for all [RFC2544]-RECOMMENDED frame sizes
   MUST be available to reduce the tested frame size list, or to note
   invalid results for individual frame sizes (because the burst length
   may be essentially infinite for large frame sizes).

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   Note that:

   o  the Throughput and the Back-to-back Frame measurement
      configuration traffic characteristics (unidirectional or bi-
      directional, and number of flows generated) MUST match.

   o  the Throughput measurement MUST be under zero-loss conditions,
      according to Section 26.1 of [RFC2544].

   The Back-to-back Benchmark described in Section 3.1 of [RFC1242] MUST
   be measured directly by the tester, where buffer size is inferred
   from Back-to-back Frame bursts and associated packet loss
   measurements.  Therefore, sources of packet loss that are unrelated
   to consistent evaluation of buffer size SHOULD be identified and
   removed or mitigated.  Example sources include:

   o  On-path active components that are external to the DUT

   o  Operating system environment interrupting DUT operation

   o  Shared resource contention between the DUT and other off-path
      component(s) impacting DUT's behaviour, sometimes called the
      "noisy neighbour" problem with virtualized network functions.

   Mitigations applicable to some of the sources above are discussed in
   Section 5.2, with the other measurement requirements described below
   in Section 5.

5.  Back-to-back Frames

   Objective: To characterize the ability of a DUT to process back-to-
   back frames as defined in [RFC1242].

   The Procedure follows.

5.1.  Preparing the list of Frame sizes

   From the list of RECOMMENDED frame sizes (Section 9 of [RFC2544]),
   select the subset of frame sizes whose measured Throughput (during
   prerequisite testing) was less than the Maximum Theoretical Frame
   Rate of the DUT/test-set-up.  These are the only frame sizes where it
   is possible to produce a burst of frames that cause the DUT buffers
   to fill and eventually overflow, producing one or more discarded

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5.2.  Test for a Single Frame Size

   Each trial in the test requires the tester to send a burst of frames
   (after idle time) with the minimum inter-frame gap, and to count the
   corresponding frames forwarded by the DUT.

   The duration of the trial includes three REQUIRED components:

   1.  The time to send the burst of frames (at the back-to-back rate),
       determined by the search algorithm.

   2.  The time to receive the transferred burst of frames (at the
       [RFC2544] Throughput rate), possibly truncated by buffer
       overflow, and certainly including the latency of the DUT.

   3.  At least 2 seconds not overlapping the time to receive the burst
       (2.), to ensure that DUT buffers have depleted.  Longer times
       MUST be used when conditions warrant, such as when buffer times
       >2 seconds are measured or when burst sending times are >2
       seconds, but care is needed since this time component directly
       increases trial duration and many trials and tests comprise a
       complete benchmarking study.

   The upper search limit for the time to send each burst MUST be
   configurable, to values as high as 30 seconds (buffer time results
   reported at or near the configured upper limit are likely invalid,
   and the test MUST be repeated with a higher search limit).

   If all frames have been received, the tester increases the length of
   the burst according to the search algorithm and performs another

   If the received frame count is less than the number of frames in the
   burst, then the limit of DUT processing and buffering may have been
   exceeded, and the burst length is determined by the search algorithm
   for the next trial (the burst length is typically reduced, but see

   Classic search algorithms have been adapted for use in benchmarking,
   where the search requires discovery of a pair of outcomes, one with
   no loss and another with loss, at load conditions within the
   acceptable tolerance or accuracy.  Conditions encountered when
   benchmarking the Infrastructure for Network Function Virtualization
   require algorithm enhancement.  Fortunately, the adaptation of Binary
   Search, and an enhanced Binary Search with Loss Verification have
   been specified in clause 12.3 of [TST009].  These algorithms can
   easily be used for Back-to-back Frame benchmarking by replacing the
   Offered Load level with burst length in frames.  [TST009] Annex B

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   describes the theory behind the enhanced Binary Search with Loss
   Verification algorithm.

   There is also promising work-in-progress that may prove useful in
   Back-to-back Frame benchmarking.
   [I-D.vpolak-mkonstan-bmwg-mlrsearch] and [I-D.vpolak-bmwg-plrsearch]
   are two such examples.

   Either the [TST009] Binary Search or Binary Search with Loss
   Verification algorithms MUST be used, and input parameters to the
   algorithm(s) MUST be reported.

   The tester usually imposes a (configurable) minimum step size for
   burst length, and the step size MUST be reported with the results (as
   this influences the accuracy and variation of test results).

   The original Section 26.4 of [RFC2544] definition is stated below:

      The Back-to-back Frame value is the longest burst of frames that
      the DUT can successfully process and buffer without frame loss, as
      determined from the series of trials.

5.3.  Test Repetition and Benchmark

   On this topic, Section 26.4 of [RFC2544] requires:

      The trial length MUST be at least 2 seconds and SHOULD be repeated
      at least 50 times with the average of the recorded values being

   Therefore, the Back-to-back Frame Benchmark is the average of burst
   length values over repeated tests to determine the longest burst of
   frames that the DUT can successfully process and buffer without frame
   loss.  Each of the repeated tests completes an independent search

   In this update, the test MUST be repeated N times (the number of
   repetitions is now a variable that must be reported),for each frame
   size in the subset list, and each Back-to-back Frame value made
   available for further processing (below).

5.4.  Benchmark Calculations

   For each frame size, calculate the following summary statistics for
   longest Back-to-back Frame values over the N tests:

   o  Average (Benchmark)

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   o  Minimum

   o  Maximum

   o  Standard Deviation

   Further, calculate the Implied DUT Buffer Time and the Corrected DUT
   Buffer Time in seconds, as follows:

   Implied DUT Buffer Time =

      Average num of Back-to-back Frames / Max Theoretical Frame Rate

   The formula above is simply expressing the burst of frames in units
   of time.

   The next step is to apply a correction factor that accounts for the
   DUT's frame forwarding operation during the test (assuming the simple
   model of the DUT composed of a buffer and a forwarding function,
   described in Section 3).

   Corrected DUT Buffer Time =
                     /                                         \
      Implied DUT    |Implied DUT       Measured Throughput    |
   =  Buffer Time -  |Buffer Time * -------------------------- |
                     |              Max Theoretical Frame Rate |
                     \                                         /


   1.  The "Measured Throughput" is the [RFC2544] Throughput Benchmark
       for the frame size tested, as augmented by methods including the
       Binary Search with Loss Verification algorithm in [TST009] where
       applicable, and MUST be expressed in frames per second in this

   2.  The "Max Theoretical Frame Rate" is a calculated value for the
       interface speed and link layer technology used, and MUST be
       expressed in frames per second in this equation.

   The term on the far right in the formula for Corrected DUT Buffer
   Time accounts for all the frames in the Burst that were transmitted
   by the DUT *while the Burst of frames were sent in*. So, these frames
   are not in the buffer and the buffer size is more accurately
   estimated by excluding them.

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6.  Reporting

   The back-to-back frame results SHOULD be reported in the format of a
   table with a row for each of the tested frame sizes.  There SHOULD be
   columns for the frame size and for the resultant average frame count
   for each type of data stream tested.

   The number of tests Averaged for the Benchmark, N, MUST be reported.

   The Minimum, Maximum, and Standard Deviation across all complete
   tests SHOULD also be reported (they are referred to as
   "Min,Max,StdDev" in the table below).

   The Corrected DUT Buffer Time SHOULD also be reported.

   If the tester operates using a limited maximum burst length in
   frames, then this maximum length SHOULD be reported.

   | Frame Size,  | Ave B2B        | Min,Max,StdDev | Corrected Buff   |
   | octets       | Length, frames |                | Time, Sec        |
   | 64           | 26000          | 25500,27000,20 | 0.00004          |

                        Back-to-Back Frame Results

   Static and configuration parameters (reported with the table above):

   Number of test repetitions, N

   Minimum Step Size (during searches), in frames.

   If the tester has a specific (actual) frame rate of interest (less
   than the Throughput rate), it is useful to estimate the buffer time
   at that actual frame rate:

   Actual Buffer Time =
                                      Max Theoretical Frame Rate
        = Corrected DUT Buffer Time * --------------------------
                                          Actual Frame Rate

   and report this value, properly labeled.

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7.  Security Considerations

   Benchmarking activities as described in this memo are limited to
   technology characterization using controlled stimuli in a laboratory
   environment, with dedicated address space and the other constraints

   The benchmarking network topology will be an independent test setup
   and MUST NOT be connected to devices that may forward the test
   traffic into a production network, or misroute traffic to the test
   management network.  See [RFC6815].

   Further, benchmarking is performed on an "opaque-box" (a.k.a.
   "black-box") basis, relying solely on measurements observable
   external to the DUT/SUT.

   The DUT developers are commonly independent from the personnel and
   institutions conducting benchmarking studies.  DUT developers might
   have incentives to alter the performance of the DUT if the test
   conditions can be detected.  Special capabilities SHOULD NOT exist in
   the DUT/SUT specifically for benchmarking purposes.  Procedures
   described in this document are not designed to detect such activity.
   Additional testing outside of the scope of this document would be
   needed and has been used successfully in the past to discover such

   Any implications for network security arising from the DUT/SUT SHOULD
   be identical in the lab and in production networks.

8.  IANA Considerations

   This memo makes no requests of IANA.

9.  Acknowledgements

   Thanks to Trevor Cooper, Sridhar Rao, and Martin Klozik of the VSPERF
   project for many contributions to the early testing [VSPERF-b2b].
   Yoshiaki Itou has also investigated the topic, and made useful
   suggestions.  Maciek Konstantyowicz and Vratko Polak also provided
   many comments and suggestions based on extensive integration testing
   and resulting search algorithm proposals - the most up-to-date
   feedback possible.  Tim Carlin also provided comments and support for
   the draft.  Warren Kumari's review improved readability in several
   key passages.  David Black, Martin Duke, and Scott Bradner's comments
   improved the clarity and configuration advice on trial duration.
   Malisa Vucinic suggested additional text on DUT design cautions in
   the Security Considerations section.

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10.  References

10.1.  Normative References

   [RFC1242]  Bradner, S., "Benchmarking Terminology for Network
              Interconnection Devices", RFC 1242, DOI 10.17487/RFC1242,
              July 1991, <>.

   [RFC2119]  Bradner, S., "Key words for use in RFCs to Indicate
              Requirement Levels", BCP 14, RFC 2119,
              DOI 10.17487/RFC2119, March 1997,

   [RFC2544]  Bradner, S. and J. McQuaid, "Benchmarking Methodology for
              Network Interconnect Devices", RFC 2544,
              DOI 10.17487/RFC2544, March 1999,

   [RFC6985]  Morton, A., "IMIX Genome: Specification of Variable Packet
              Sizes for Additional Testing", RFC 6985,
              DOI 10.17487/RFC6985, July 2013,

   [RFC8174]  Leiba, B., "Ambiguity of Uppercase vs Lowercase in RFC
              2119 Key Words", BCP 14, RFC 8174, DOI 10.17487/RFC8174,
              May 2017, <>.

   [RFC8239]  Avramov, L. and J. Rapp, "Data Center Benchmarking
              Methodology", RFC 8239, DOI 10.17487/RFC8239, August 2017,

   [TST009]   Morton, A., "ETSI GS NFV-TST 009 V3.4.1 (2020-12),
              "Network Functions Virtualisation (NFV) Release 3;
              Testing; Specification of Networking Benchmarks and
              Measurement Methods for NFVI"", December 2020,

10.2.  Informative References

              Konstantynowicz, M. and V. Polak, "Probabilistic Loss
              Ratio Search for Packet Throughput (PLRsearch)", draft-
              vpolak-bmwg-plrsearch-03 (work in progress), March 2020.

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              Konstantynowicz, M. and V. Polak, "Multiple Loss Ratio
              Search for Packet Throughput (MLRsearch)", draft-vpolak-
              mkonstan-bmwg-mlrsearch-03 (work in progress), March 2020.

              Cooper, T., Morton, A., and S. Rao, "Dataplane
              Performance, Capacity, and Benchmarking in OPNFV", June

   [RFC1944]  Bradner, S. and J. McQuaid, "Benchmarking Methodology for
              Network Interconnect Devices", RFC 1944,
              DOI 10.17487/RFC1944, May 1996,

   [RFC5180]  Popoviciu, C., Hamza, A., Van de Velde, G., and D.
              Dugatkin, "IPv6 Benchmarking Methodology for Network
              Interconnect Devices", RFC 5180, DOI 10.17487/RFC5180, May
              2008, <>.

   [RFC6201]  Asati, R., Pignataro, C., Calabria, F., and C. Olvera,
              "Device Reset Characterization", RFC 6201,
              DOI 10.17487/RFC6201, March 2011,

   [RFC6815]  Bradner, S., Dubray, K., McQuaid, J., and A. Morton,
              "Applicability Statement for RFC 2544: Use on Production
              Networks Considered Harmful", RFC 6815,
              DOI 10.17487/RFC6815, November 2012,

              Morton, A., "Back2Back Testing Time Series (from CI)",
              June 2017, <

              Morton, A. and S. Rao, "Evolution of Repeatability in
              Benchmarking: Fraser Plugfest (Summary for IETF BMWG)",
              July 2018,

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Internet-Draft              B2B Frame Update               December 2020

              Tahhan, M., "OPNFV VSPERF CI", June 2019,

Author's Address

   Al Morton
   AT&T Labs
   200 Laurel Avenue South
   Middletown,, NJ  07748

   Phone: +1 732 420 1571
   Fax:   +1 732 368 1192

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