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EXPERIMENTAL
Internet Engineering Task Force (IETF)                          H. RoggeRequest for Comments: 7779                               Fraunhofer FKIECategory: Experimental                                       E. BaccelliISSN: 2070-1721                                                    INRIA                                                              April 2016Directional Airtime Metric Based on Packet Sequence Numbers forOptimized Link State Routing Version 2 (OLSRv2)Abstract   This document specifies a Directional Airtime (DAT) link metric for   usage in Optimized Link State Routing version 2 (OLSRv2).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; seeSection 2 of RFC 5741.   Information about the current status of this document, any errata,   and how to provide feedback on it may be obtained athttp://www.rfc-editor.org/info/rfc7779.Copyright Notice   Copyright (c) 2016 IETF Trust and the persons identified as the   document authors.  All rights reserved.   This document is subject toBCP 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.Rogge & Baccelli              Experimental                      [Page 1]

RFC 7779            Directional Airtime Metric OLSRv2         April 2016Table of Contents1.  Introduction  . . . . . . . . . . . . . . . . . . . . . . . .22.  Terminology . . . . . . . . . . . . . . . . . . . . . . . . .33.  Applicability Statement . . . . . . . . . . . . . . . . . . .44.  Directional Airtime Metric Rationale  . . . . . . . . . . . .55.  Metric Functioning and Overview . . . . . . . . . . . . . . .66.  Protocol Constants  . . . . . . . . . . . . . . . . . . . . .77.  Protocol Parameters . . . . . . . . . . . . . . . . . . . . .87.1.  Recommended Values  . . . . . . . . . . . . . . . . . . .88.  Data Structures . . . . . . . . . . . . . . . . . . . . . . .88.1.  Initial Values  . . . . . . . . . . . . . . . . . . . . .99.  Packets and Messages  . . . . . . . . . . . . . . . . . . . .109.1.  Definitions . . . . . . . . . . . . . . . . . . . . . . .10     9.2.  Requirements for Using DAT Metric in OLSRv2           Implementations . . . . . . . . . . . . . . . . . . . . .109.3.  Link-Loss Data Gathering  . . . . . . . . . . . . . . . .119.4.  HELLO Message Processing  . . . . . . . . . . . . . . . .1210. Timer Event Handling  . . . . . . . . . . . . . . . . . . . .1210.1.  Packet Timeout Processing  . . . . . . . . . . . . . . .1210.2.  Metric Update  . . . . . . . . . . . . . . . . . . . . .1311. Security Considerations . . . . . . . . . . . . . . . . . . .1412. References  . . . . . . . . . . . . . . . . . . . . . . . . .1412.1.  Normative References . . . . . . . . . . . . . . . . . .1412.2.  Informative References . . . . . . . . . . . . . . . . .15Appendix A.  Future Work  . . . . . . . . . . . . . . . . . . . .17Appendix B.  OLSR.org Metric History  . . . . . . . . . . . . . .17Appendix C.  Link-Speed Stabilization . . . . . . . . . . . . . .18Appendix D.  Packet-Loss Hysteresis . . . . . . . . . . . . . . .19Appendix E.  Example DAT Values . . . . . . . . . . . . . . . . .19   Acknowledgements  . . . . . . . . . . . . . . . . . . . . . . . .20   Authors' Addresses  . . . . . . . . . . . . . . . . . . . . . . .211.  Introduction   One of the major shortcomings of Optimized Link State Routing (OLSR)   [RFC3626] is the lack of a granular link-cost metric between OLSR   routers.  Operational experience with OLSR networks gathered since   its publication has revealed that wireless networks links can have   highly variable and heterogeneous properties.  This makes a hop-count   metric insufficient for effective OLSR routing.   Based on this experience, OLSRv2 [RFC7181] integrates the concept of   link metrics directly into the core specification of the routing   protocol.  The OLSRv2 routing metric is an external process, and it   can be any kind of dimensionless additive cost function that reports   to the OLSRv2 protocol.Rogge & Baccelli              Experimental                      [Page 2]

RFC 7779            Directional Airtime Metric OLSRv2         April 2016   Since 2004, the OLSR.org [OLSR.org] implementation of OLSR has   included an Estimated Transmission Count (ETX) metric [MOBICOM04] as   a proprietary extension.  While this metric is not perfect, it proved   to be sufficient for a long time for Community Mesh Networks (seeAppendix B).  But the increasing maximum data rate of IEEE 802.11   made the ETX metric less efficient than in the past, which is one   reason to move to a different metric.   This document describes a Directional Airtime routing metric for   OLSRv2, a successor of the OLSR.org ETX-derived routing metric for   OLSR.  It takes both the loss rate and the link speed into account to   provide a more accurate picture of the links within the network.   This specification allows OLSRv2 deployments with a metric defined by   the IETF Mobile Ad Hoc Networks (MANET) working group.  It enables   easier interoperability testing between implementations and targets   to deliver a useful baseline to compare with, for experiments with   this metric as well as other metrics.Appendix A contains a few   possible steps to improve the Directional Airtime metric.  Future   experiments should also determine whether the DAT metric can be   useful for other IETF protocols, both inside and outside of the MANET   working group.  This could lead to either moving this document to the   Standards Track or replacing it with an improved document.2.  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 [RFC2119].   The terminology introduced in [RFC5444], [RFC7181], and [RFC6130],   including the terms "packet", "message" and "TLV", are to be   interpreted as described therein.   Additionally, this document uses the following terminology and   notational conventions:   DAT -  Directional Airtime (metric).  The link metric specified in      this document, which is a directional variant of ETT.  It does not      take reverse path loss into account.   QUEUE -  A first in, first out queue of integers.   QUEUE[TAIL] -  The most recent element in the queue.   add(QUEUE, value) -  Adds a new element to the TAIL of the queue.   remove(QUEUE) -  Removes the HEAD element of the queue.Rogge & Baccelli              Experimental                      [Page 3]

RFC 7779            Directional Airtime Metric OLSRv2         April 2016   sum(QUEUE) -  An operation that returns the sum of all elements in a      QUEUE.   diff_seqno(new, old) -  An operation that returns the positive      distance between two elements of the circular sequence number      space defined inSection 5.1 of [RFC5444].  Its value is either      (new - old) if this result is positive, or else its value is      (new - old + 65536).   MAX(a, b) -  The maximum of a and b.   MIN(a, b) -  The minimum of a and b.   UNDEFINED -  A value not in the normal value range of a variable.   airtime -  The time a transmitted packet blocks the link layer, e.g.,      a wireless link.   ETX -  Expected Transmission Count.  A link metric proportional to      the number of transmissions to successfully send an IP packet over      a link.   ETT -  Estimated Travel Time.  A link metric proportional to the      amount of airtime needed to successfully transmit an IP packet      over a link, not considering Layer 2 overhead created by preamble,      backoff time, and queuing.3.  Applicability Statement   The Directional Airtime metric was designed and tested (see   [COMNET15]) in wireless IEEE 802.11 OLSRv2 networks [RFC7181].  These   networks employ link-layer retransmission to increase the delivery   probability.  A dynamic rate selection algorithm selects the unicast   data rate independently for each neighbor.   As specified in OLSRv2, the metric calculates only the incoming link   cost.  It neither calculates the outgoing metric, nor decides the   link status (heard, symmetric, lost).   The metric works both for nodes that can send/receive [RFC5444]   packet sequence numbers and those that do not have this capability.   In the absence of such sequence numbers, the metric calculates the   packet loss based on HELLO message [RFC6130] timeouts.   The metric must learn about the unicast data rate towards each one-   hop neighbor from an external process, either by configuration or by   an external measurement process.  This measurement could be done via   gathering cross-layer data from the operating system, via an externalRogge & Baccelli              Experimental                      [Page 4]

RFC 7779            Directional Airtime Metric OLSRv2         April 2016   daemon like Dynamic Link Exchange Protocol [DLEP], or via indirect   Layer 3 measurements like packet-pair (see [MOBICOM04]).   The metric uses [RFC5444] multicast control traffic to determine the   link packet loss.  The administrator should take care that link-layer   multicast transmission do not have a higher reception probability   than the slowest unicast transmission without retransmission.  For   example, with 802.11g, it might be necessary to increase the data-   rate of the multicast transmissions, e.g., set the multicast data-   rate to 6 Mbit/s.   The metric can only handle a certain range of packet loss and unicast   data-rate.  The maximum packet loss that can be encoded into the   metric is a loss of 7 of 8 packets (87.5%), without link-layer   retransmissions.  The unicast data-rate that can be encoded by this   metric can be between 1 kbit/s and 2 Gbit/s.  This metric has been   designed for data-rates of 1 Mbit/s and hundreds of Mbit/s.4.  Directional Airtime Metric Rationale   The Directional Airtime metric has been inspired by the publications   on the ETX [MOBICOM03] and ETT [MOBICOM04] metric, but differs from   both of these in several ways.   Instead of measuring the combined loss probability of a bidirectional   transmission of a packet over a link in both directions, the   Directional Airtime metric measures the incoming loss rate and   integrates the incoming link speed into the metric cost.  There are   multiple reasons for this decision:   o  OLSRv2 [RFC7181] defines the link metric as directional costs      between routers.   o  Not all link-layer implementations use acknowledgement mechanisms.      Most link-layer implementations that do use them use less airtime      and a more robust modulation for the acknowledgement than the data      transmission, which makes it more likely for the data transmission      to be disrupted compared to the acknowledgement.   o  Incoming packet loss and link speed can be measured locally, while      symmetric link loss would need an additional signaling TLV in the      HELLO [RFC6130] and would delay metric calculation by up to one      HELLO interval.   The Directional Airtime metric does not integrate the packet size   into the link cost.  Doing so is not feasible in most link-state   routing protocol implementations.  The routing decision of most   operation systems does not take packet size into account.Rogge & Baccelli              Experimental                      [Page 5]

RFC 7779            Directional Airtime Metric OLSRv2         April 2016   Multiplying all link costs of a topology with the size of a data-   plane packet would never change the Dijkstra result in any way.   The queue-based packet-loss estimator specified in this document has   been tested extensively in the OLSR.org ETX implementation; seeAppendix B.  The output is the average of the packet loss over a   configured time period.   The metric normally measures the loss of a link by tracking the   incoming [RFC5444] packet sequence numbers.  Without these packet   sequence numbers, the metric does calculate the loss of the link   based on the received and lost [RFC6130] HELLO messages.  It uses the   incoming HELLO interval time (or if not present, the validity time)   to decide when a HELLO is lost.   When a neighbor router resets, its packet sequence number might jump   to a random value.  The metric tries to detect jumps in the packet   sequence number and removes them from the data set because the   previously gathered link-loss data should still be valid (seeSection 9.3).  The link-loss data is only removed from memory when a   link times out completely and its Link Set Tuple is removed from the   database.5.  Metric Functioning and Overview   The Directional Airtime metric is calculated for each Link Set entry,   as defined in[RFC6130], Section 7.1.   The metric processes two kinds of data into the metric value, namely   packet-loss rate and link speed.  The link speed is taken from an   external process not defined in this document.  The current packet-   loss rate is defined in this document by keeping track of packet   reception and packet-loss events.  It could also be calculated by an   external process with a compatible output.   Multiple incoming packet-loss/reception events must be combined into   a loss rate to get a smooth metric.  Experiments with exponential   weighted moving average (EWMA) lead to a highly fluctuating or a slow   converging metric (or both).  To get a smoother and more controllable   metric result, this metric uses two fixed-length queues to measure   and average the incoming packet events, one queue for received   packets and one for the estimated number of packets sent by the other   side of the link.   Because the rate of incoming packets is not uniform over time, the   queue contains a number of counters, each representing a fixed time   interval.  Incoming packet-loss and packet-reception events are   accumulated in the current queue element until a timer adds a newRogge & Baccelli              Experimental                      [Page 6]

RFC 7779            Directional Airtime Metric OLSRv2         April 2016   empty counter to both queues and removes the oldest counter from   both.   In addition to the packet loss stored in the queue, this metric uses   a timer to detect a total link loss.  For every [RFC6130] HELLO   interval in which the metric received no packet from a neighbor, it   scales the number of received packets in the queue based on the total   time interval the queue represents compared to the total time of the   lost HELLO intervals.   The average packet-loss ratio is calculated as the sum of the 'total   packets' counters divided by the sum of the 'packets received'   counters.  This value is then divided through the current link speed   and then scaled into the range of metrics allowed for OLSRv2.   The metric value is then used as L_in_metric of the Link Set (as   defined inSection 8.1. of [RFC7181]).   While this document does not add new [RFC5444] elements to HELLO   [RFC6130] or TC messages [RFC7181], it works best when both the   INTERVAL_TIME message TLV is present in the HELLO messages and when   each [RFC5444] packet contains an interface-specific sequence number.   It also adds a number of new data entries to be stored for each   [RFC6130] link.6.  Protocol Constants   This specification defines the following constants, which define the   range of metric values that can be encoded by the DAT metric (see   Table 1).  They cannot be changed without making the metric outputs   incomparable and should only be changed for a MANET with a very slow   or a very fast link layer.  SeeAppendix E for example metric values.   DAT_MAXIMUM_LOSS -  Fraction of the loss rate used in this routing      metric.  Loss rate will be between 0/DAT_MAXIMUM_LOSS and      (DAT_MAXIMUM_LOSS-1)/DAT_MAXIMUM_LOSS.   DAT_MINIMUM_BITRATE -  Minimal bitrate in Bit/s used by this routing      metric.                      +---------------------+-------+                      |         Name        | Value |                      +---------------------+-------+                      |   DAT_MAXIMUM_LOSS  |   8   |                      |                     |       |                      | DAT_MINIMUM_BITRATE |  1000 |                      +---------------------+-------+                      Table 1: DAT Protocol ConstantsRogge & Baccelli              Experimental                      [Page 7]

RFC 7779            Directional Airtime Metric OLSRv2         April 20167.  Protocol Parameters   This specification defines the following parameters for this routing   metric.  These parameters are:   DAT_MEMORY_LENGTH -  Queue length for averaging packet loss.  All      received and lost packets within the queue length are used to      calculate the cost of the link.   DAT_REFRESH_INTERVAL -  Interval in seconds between two metric      recalculations as described inSection 10.2.  This value SHOULD be      smaller than a typical HELLO interval.  The interval can be a      fraction of a second.   DAT_HELLO_TIMEOUT_FACTOR -  Multiplier relative to the HELLO_INTERVAL      (seeSection 5.3.1 of [RFC6130]) after which the DAT metric      considers a HELLO as lost.   DAT_SEQNO_RESTART_DETECTION -  Threshold in the number of missing      packets (based on received packet sequence numbers) at which point      the router considers the neighbor has restarted.  This parameter      is only used for loss estimation based on packet sequence numbers.      This number MUST be larger than DAT_MAXIMUM_LOSS.7.1.  Recommended Values   The proposed values of the protocol parameters are for Community Mesh   Networks, which mostly use routers that are not mobile.  Using this   metric for mobile networks might require shorter DAT_REFRESH_INTERVAL   and/or DAT_MEMORY_LENGTH.   DAT_MEMORY_LENGTH  := 64   DAT_REFRESH_INTERVAL  := 1   DAT_HELLO_TIMEOUT_FACTOR  := 1.2   DAT_SEQNO_RESTART_DETECTION  := 2568.  Data Structures   This specification extends the Link Set of the Interface Information   Base, as defined inSection 7.1 of [RFC6130], by the adding the   following elements to each Link Tuple:   L_DAT_received -  A QUEUE with DAT_MEMORY_LENGTH integer elements.      Each entry contains the number of successfully received packets      within an interval of DAT_REFRESH_INTERVAL.Rogge & Baccelli              Experimental                      [Page 8]

RFC 7779            Directional Airtime Metric OLSRv2         April 2016   L_DAT_total -  A QUEUE with DAT_MEMORY_LENGTH integer elements.  Each      entry contains the estimated number of packets transmitted by the      neighbor, based on the received packet sequence numbers within an      interval of DAT_REFRESH_INTERVAL.   L_DAT_packet_time -  The time when the next [RFC5444] packet should      have arrived.   L_DAT_hello_interval -  The interval between two HELLO messages of      the links neighbor as signaled by the INTERVAL_TIME TLV [RFC5497]      of NHDP messages [RFC6130].   L_DAT_lost_packet_intervals -  The estimated number of HELLO      intervals from this neighbor from which the metric has not      received a single packet.   L_DAT_rx_bitrate -  The current bitrate of incoming unicast traffic      for this neighbor.   L_DAT_last_pkt_seqno -  The last received packet sequence number      received from this link.   Methods to obtain the value of L_DAT_rx_bitrate are out of the scope   of this specification.  Such methods may include static configuration   via a configuration file or dynamic measurement through mechanisms   described in a separate specification (e.g., [DLEP]).  Any Link Tuple   with L_status = HEARD or L_status = SYMMETRIC MUST have a specified   value of L_DAT_rx_bitrate if it is to be used by this routing metric.   The incoming bitrate value should be stabilized by a hysteresis   filter to improve the stability of this metric.  SeeAppendix D for   an example.   This specification updates the L_in_metric field of the Link Set of   the Interface Information Base, as defined inSection 8.1. of   [RFC7181]).8.1.  Initial Values   When generating a new tuple in the Link Set, as defined in item 3 ofSection 12.5 of [RFC6130], the values of the elements specified inSection 8 are set as follows:   o  L_DAT_received := 0, ..., 0.  The queue always has      DAT_MEMORY_LENGTH elements.   o  L_DAT_total := 0, ..., 0.  The queue always has DAT_MEMORY_LENGTH      elements.Rogge & Baccelli              Experimental                      [Page 9]

RFC 7779            Directional Airtime Metric OLSRv2         April 2016   o  L_DAT_packet_time := EXPIRED (no earlier [RFC5444] packet      received).   o  L_DAT_hello_interval := UNDEFINED (no earlier NHDP HELLO      received).   o  L_DAT_lost_packet_intervals := 0 (no HELLO interval without      packets).   o  L_DAT_last_pkt_seqno := UNDEFINED (no earlier [RFC5444] packet      with sequence number received).9.  Packets and Messages   This section describes the necessary changes of [RFC7181]   implementations with DAT metric for the processing and modification   of the incoming and outgoing [RFC5444] data.9.1.  Definitions   For the purpose of this section, note the following definitions:   o  "pkt_seqno" is defined as the [RFC5444] packet sequence number of      the received packet.   o  "interval_time" is the time encoded in the INTERVAL_TIME message      TLV of a received HELLO message [RFC6130].   o  "validity_time" is the time encoded in the VALIDITY_TIME message      TLV of a received HELLO message [RFC6130].9.2.  Requirements for Using DAT Metric in OLSRv2 Implementations   An implementation of OLSRv2 using the metric specified by this   document SHOULD include the following parts into its [RFC5444]   output:   o  An INTERVAL_TIME message TLV in each HELLO message, as defined in[RFC6130], Section 4.3.2.   o  An interface-specific packet sequence number as defined in[RFC5444], Section 5.1 that is incremented by 1 for each outgoing      [RFC5444] packet on the interface.   An implementation of OLSRv2 using the metric specified by this   document that inserts packet sequence numbers in some, but not all,   outgoing [RFC5444] packets will make this metric ignore all packets   without the sequence number.  Putting the INTERVAL_TIME TLV intoRogge & Baccelli              Experimental                     [Page 10]

RFC 7779            Directional Airtime Metric OLSRv2         April 2016   some, but not all, HELLO messages will make the timeout-based loss   detection slower.  This will only matter in the absence of packet   sequence numbers.9.3.  Link-Loss Data Gathering   For each incoming [RFC5444] packet, additional processing SHOULD be   carried out after the packet messages have been processed as   specified in [RFC6130] and [RFC7181] as described in this section.   [RFC5444] packets without packet sequence numbers MUST NOT be   processed in the way described in this section.   The router updates the Link Set Tuple corresponding to the originator   of the packet:   1.  If L_DAT_last_pkt_seqno = UNDEFINED, then:       *  L_DAT_received[TAIL] := 1.       *  L_DAT_total[TAIL] := 1.   2.  Otherwise:       *  L_DAT_received[TAIL] := L_DAT_received[TAIL] + 1.       *  diff := diff_seqno(pkt_seqno, L_DAT_last_pkt_seqno).       *  If diff > DAT_SEQNO_RESTART_DETECTION, then:             diff := 1.       *  L_DAT_total[TAIL] := L_DAT_total[TAIL] + diff.   3.  L_DAT_last_pkt_seqno := pkt_seqno.   4.  If L_DAT_hello_interval != UNDEFINED, then:       *  L_DAT_packet_time := current time + (L_DAT_hello_interval *          DAT_HELLO_TIMEOUT_FACTOR).   5.  L_DAT_lost_packet_intervals := 0.Rogge & Baccelli              Experimental                     [Page 11]

RFC 7779            Directional Airtime Metric OLSRv2         April 20169.4.  HELLO Message Processing   For each incoming HELLO Message, after it has been processed as   defined inSection 12 of [RFC6130], the Link Set Tuple corresponding   to the incoming HELLO message MUST be updated.   1.  If the HELLO message contains an INTERVAL_TIME message TLV, then:          L_DAT_hello_interval := interval_time.   2.  Otherwise:          L_DAT_hello_interval := validity_time.   3.  If L_DAT_last_pkt_seqno = UNDEFINED, then:       *  L_DAT_received[TAIL] := L_DAT_received[TAIL] + 1.       *  L_DAT_total[TAIL] := L_DAT_total[TAIL] + 1.       *  L_DAT_packet_time := current time + (L_DAT_hello_interval *          DAT_HELLO_TIMEOUT_FACTOR).10.  Timer Event Handling   In addition to changes in the [RFC5444] processing/generation code,   the DAT metric also uses two timer events.10.1.  Packet Timeout Processing   When L_DAT_packet_time has timed out, the following step MUST be   done:   1.  If L_DAT_last_pkt_seqno = UNDEFINED, then:          L_DAT_total[TAIL] := L_DAT_total[TAIL] + 1.   2.  Otherwise:          L_DAT_lost_packet_intervals := L_DAT_lost_packet_intervals +          1.   3.  L_DAT_packet_time := L_DAT_packet_time + L_DAT_hello_interval.Rogge & Baccelli              Experimental                     [Page 12]

RFC 7779            Directional Airtime Metric OLSRv2         April 201610.2.  Metric Update   Once every DAT_REFRESH_INTERVAL, all L_in_metric values in all Link   Set entries MUST be recalculated:   1.  sum_received := sum(L_DAT_received).   2.  sum_total := sum(L_DAT_total).   3.  If L_DAT_hello_interval != UNDEFINED and       L_DAT_lost_packet_intervals > 0, then:       *  lost_time_proportion := L_DAT_hello_interval *          L_DAT_lost_packet_intervals / DAT_MEMORY_LENGTH.       *  sum_received := sum_received *          MAX(0, 1 - lost_time_proportion);   4.  If sum_received < 1, then:          L_in_metric := MAXIMUM_METRIC, as defined in[RFC7181],          Section 5.6.1.   5.  Otherwise:       *  loss := MIN(sum_total / sum_received, DAT_MAXIMUM_LOSS).       *  bitrate := MAX(L_DAT_rx_bitrate, DAT_MINIMUM_BITRATE).       *  L_in_metric := (2^24 / DAT_MAXIMUM_LOSS) * loss / (bitrate /          DAT_MINIMUM_BITRATE).   6.  remove(L_DAT_total)   7.  add(L_DAT_total, 0)   8.  remove(L_DAT_received)   9.  add(L_DAT_received, 0)   The calculated L_in_metric value should be stabilized by a hysteresis   function.  SeeAppendix D for an example.Rogge & Baccelli              Experimental                     [Page 13]

RFC 7779            Directional Airtime Metric OLSRv2         April 201611.  Security Considerations   Artificial manipulation of metrics values can drastically alter   network performance.  In particular, advertising a higher L_in_metric   value may decrease the amount of incoming traffic, while advertising   lower L_in_metric may increase the amount of incoming traffic.   For example, by artificially attracting mesh routes and then dropping   the incoming traffic, an attacker may achieve a Denial of Service   (DoS) against other mesh nodes.  Similarly, an attacker may achieve   Man-in-the-Middle (MITM) attacks or traffic analysis by concentrating   traffic being routed over a node the attacker controls (and end-to-   end encryption is not used or somehow broken).  Protection mechanisms   against such MITM or DoS attacks are nevertheless out of scope of   this document.   Security threats also include potential attacks on the integrity of   the control traffic passively monitored by DAT to measure link   quality.  For example, an attacker might inject packets pretending to   be somebody else and using incorrect sequence numbers.  This attack   can be prevented by the true originator of the [RFC5444] packets by   adding an ICV Packet TLV and TIMESTAMP Packet TLV [RFC7182] to each   packet.  This allows the receiver to drop all incoming packets that   have a forged packet source, both packets generated by the attacker,   or replayed packets.  However, the security mechanism described in   [RFC7183] does not protect the sequence number used by the DAT metric   because it only signs the [RFC5444] messages, not the [RFC5444]   packet header (which contains the [RFC5444] packet sequence number).12.  References12.1.  Normative References   [RFC2119]  Bradner, S., "Key words for use in RFCs to Indicate              Requirement Levels",BCP 14,RFC 2119,              DOI 10.17487/RFC2119, March 1997,              <http://www.rfc-editor.org/info/rfc2119>.   [RFC5444]  Clausen, T., Dearlove, C., Dean, J., and C. Adjih,              "Generalized Mobile Ad Hoc Network (MANET) Packet/Message              Format",RFC 5444, DOI 10.17487/RFC5444, February 2009,              <http://www.rfc-editor.org/info/rfc5444>.   [RFC5497]  Clausen, T. and C. Dearlove, "Representing Multi-Value              Time in Mobile Ad Hoc Networks (MANETs)",RFC 5497,              DOI 10.17487/RFC5497, March 2009,              <http://www.rfc-editor.org/info/rfc5497>.Rogge & Baccelli              Experimental                     [Page 14]

RFC 7779            Directional Airtime Metric OLSRv2         April 2016   [RFC6130]  Clausen, T., Dearlove, C., and J. Dean, "Mobile Ad Hoc              Network (MANET) Neighborhood Discovery Protocol (NHDP)",RFC 6130, DOI 10.17487/RFC6130, April 2011,              <http://www.rfc-editor.org/info/rfc6130>.   [RFC7181]  Clausen, T., Dearlove, C., Jacquet, P., and U. Herberg,              "The Optimized Link State Routing Protocol Version 2",RFC 7181, DOI 10.17487/RFC7181, April 2014,              <http://www.rfc-editor.org/info/rfc7181>.12.2.  Informative References   [RFC3626]  Clausen, T., Ed. and P. Jacquet, Ed., "Optimized Link              State Routing Protocol (OLSR)",RFC 3626,              DOI 10.17487/RFC3626, October 2003,              <http://www.rfc-editor.org/info/rfc3626>.   [RFC7182]  Herberg, U., Clausen, T., and C. Dearlove, "Integrity              Check Value and Timestamp TLV Definitions for Mobile Ad              Hoc Networks (MANETs)",RFC 7182, DOI 10.17487/RFC7182,              April 2014, <http://www.rfc-editor.org/info/rfc7182>.   [RFC7183]  Herberg, U., Dearlove, C., and T. Clausen, "Integrity              Protection for the Neighborhood Discovery Protocol (NHDP)              and Optimized Link State Routing Protocol Version 2              (OLSRv2)",RFC 7183, DOI 10.17487/RFC7183, April 2014,              <http://www.rfc-editor.org/info/rfc7183>.   [COMNET15] Barz, C., Fuchs, C., Kirchhoff, J., Niewiejska, J., and H.              Rogge, "OLSRv2 for Community Networks: Using Directional              Airtime Metric with external radios", Elsevier Computer              Networks 2015, DOI 10.1016/j.comnet.2015.09.022, September              2015, <http://dx.doi.org/10.1016/j.comnet.2015.09.022>.   [CONFINE]  "Community Networks Testbed for the Future Internet              (CONFINE)", <http://www.confine-project.eu>.   [DLEP]     Ratliff, S., Berry, B., Jury, S., Satterwhite, D., and R.              Taylor, "Dynamic Link Exchange Protocol (DLEP)", Work in              Progress,draft-ietf-manet-dlep-22, April 2016.   [BATMAN]   Neumann, A., Aichele, C., Lindner, M., and S. Wunderlich,              "Better Approach To Mobile Ad-hoc Networking              (B.A.T.M.A.N.)", Work in Progress,draft-wunderlich-openmesh-manet-routing-00, April 2008.Rogge & Baccelli              Experimental                     [Page 15]

RFC 7779            Directional Airtime Metric OLSRv2         April 2016   [MOBICOM03]              De Couto, D., Aguayo, D., Bicket, J., and R. Morris, "A              High-Throughput Path Metric for Multi-Hop Wireless              Routing", Proceedings of the MOBICOM Conference,              DOI 10.1145/938985.939000, 2003.   [MOBICOM04]              Draves, R., Padhye, J., and B. Zill, "Routing in Multi-              Radio, Multi-Hop Wireless Mesh Networks", Proceedings of              the MOBICOM Conference, DOI 10.1145/1023720.1023732, 2004.   [OLSR.org] "OLSR.org Wiki", <http://www.olsr.org/>.   [FREIFUNK] "Freifunk Wireless Community Networks",              <http://www.freifunk.net>.   [FUNKFEUER]              "Austria Wireless Community Network",              <http://www.funkfeuer.at>.Rogge & Baccelli              Experimental                     [Page 16]

RFC 7779            Directional Airtime Metric OLSRv2         April 2016Appendix A.  Future Work   As the DAT metric proved to work reasonably well for non- or slow-   moving ad hoc networks [COMNET15], it should be considered a solid   first step on a way to better MANET metrics.  There are multiple   parts of the DAT metric that need to be reviewed again in the context   of real world deployments and can be subject to later improvements.   The easiest part of the DAT metric to change and test would be the   timings parameters.  A 1-minute interval for packet-loss statistics   might be a good compromise for some MANETs, but could easily be too   large or to small for others.  More data is needed to verify or   improve the current parameter selection.   The DAT metric considers only the multicast [RFC5444] packet loss for   estimating the link, but it would be good to integrate the unicast   data loss into the loss estimation.  This information could be   provided directly from the link layer.  This could increase the   accuracy of the loss rate estimation in scenarios where the   assumptions regarding the ratio of multicast vs. unicast loss do not   hold.   The packet-loss averaging algorithm could also be improved.  While   the DAT metric provides a stable sliding time interval to average the   incoming packet loss and does not give the recent input too much   influence, first experiments suggest that the algorithm tends to be   less agile in detecting major changes of link quality.  This makes it   less suited for mobile networks.  A more agile algorithm is needed   for detecting major changes while filtering out random fluctuations   regarding frame loss.  However, the current "queue of counters"   algorithm suggested for DAT outperforms the binary queue algorithm   and the exponential aging algorithms used for the ETX metric in the   OLSR [RFC3626] codebase of OLSR.org.Appendix B.  OLSR.org Metric History   The Funkfeuer [FUNKFEUER] and Freifunk networks [FREIFUNK] are based   on OLSR [RFC3626] or B.A.T.M.A.N. [BATMAN] wireless community   networks with hundreds of routers in permanent operation.  The Vienna   Funkfeuer network in Austria, for instance, consists of 400 routers   covering the whole city of Vienna and beyond, spanning roughly 40 km   in diameter.  It has been supplying its users with Internet access   since 2003.  A particularity of the Vienna Funkfeuer network is that   it manages to provide Internet access through a city-wide, large-   scale Wi-Fi MANET, with just a single Internet uplink.Rogge & Baccelli              Experimental                     [Page 17]

RFC 7779            Directional Airtime Metric OLSRv2         April 2016   Operational experience of the OLSR project [OLSR.org] with these   networks has revealed that the use of hop-count as a routing metric   leads to unsatisfactory network performance.  Experiments with the   ETX metric [MOBICOM03] were therefore undertaken in parallel in the   Berlin Freifunk network as well as in the Vienna Funkfeuer network in   2004, and found satisfactory, i.e., sufficiently easy to implement   and providing sufficiently good performance.  This metric has now   been in operational use in these networks for several years.   The ETX metric of a link is the estimated number of transmissions   required to successfully send a packet (each packet equal to or   smaller than MTU) over that link, until a link-layer acknowledgement   is received.  The ETX metric is additive, i.e., the ETX metric of a   path is the sum of the ETX metrics for each link on this path.   While the ETX metric delivers a reasonable performance, it does not   handle networks with heterogeneous links that have different bitrates   well.  When using the ETX metric, since every wireless link is   characterized only by its packet-loss ratio, long-ranged links with   low bitrate (with low loss ratios) are preferred over short-ranged   links with high bitrate (with higher but reasonable loss ratios).   Such conditions, when they occur, can degrade the performance of a   network considerably, by not taking advantage of higher capacity   links.   Because of this, the OLSR.org project has implemented the Directional   Airtime metric for OLSRv2, which has been inspired by the Estimated   Travel Time (ETT) metric [MOBICOM04].  This metric uses a   unidirectional packet loss, but also takes the bitrate into account   to create a more accurate description of the relative costs or   capabilities of OLSRv2 links.Appendix C.  Link-Speed Stabilization   The DAT metric specifies how to generate a reasonably stable packet-   loss rate value based on incoming packet reception/loss events, but   the source of the link speed used in this document is considered an   external process.   In the presence of a Layer 2 technology with variable link speed, it   is likely that the raw link speed will be fluctuating too fast to be   useful for the DAT metric.   The amount of stabilization necessary for the link speed depends on   the implementation of the MAC layer, especially the rate-control   algorithm.Rogge & Baccelli              Experimental                     [Page 18]

RFC 7779            Directional Airtime Metric OLSRv2         April 2016   Experiments with the Linux 802.11 Wi-Fi stack have shown that a   simple Median filter over a series of raw link-speed measurements can   smooth the calculated value without introducing intermediate link-   speed values one would obtain by using averaging or an exponential   weighted moving average.Appendix D.  Packet-Loss Hysteresis   While the DAT metric uses a sliding window to compute a reasonably   stable frame loss, the implementation might choose to integrate an   additional hysteresis to prevent undesirable oscillations between two   values (i.e., metric flapping).   InSection 10.2, DAT calculates a fractional loss rate.  The fraction   of "loss := sum_total / sum_received" may result in minor   fluctuations in the advertised L_in_metric due to minimal changes in   sum_total or sum_received, which can cause undesirable protocol   churn.   A hysteresis function applied to the fraction could reduce the amount   of changes in the loss rate and help to further stabilize the metric   output.Appendix E.  Example DAT Values   The DAT metric value can be expressed in terms of link speed (bit/s)   or used airtime (s).  When using the default protocol constants (seeSection 6), DAT encodes link speeds between 119 bit/s and 2 Gbit/s.   Table 2 contains a few examples for metric values and their meaning   as a link speed:                 +---------------------------+-----------+                 |           Metric          |   bit/s   |                 +---------------------------+-----------+                 |     MINIMUM_METRIC (1)    |  2 Gbit/s |                 |                           |           |                 | MAXIMUM_METRIC (16776960) | 119 bit/s |                 |                           |           |                 |            2000           |  1 Mbit/s |                 +---------------------------+-----------+                      Table 2: DAT Link Cost ExamplesRogge & Baccelli              Experimental                     [Page 19]

RFC 7779            Directional Airtime Metric OLSRv2         April 2016   A path metric value could also be expressed as a link speed, but this   would be less intuitive.  An easier way to transform a path metric   value into a textual representation is to divide it by the hop count   of the path and express the path cost as the average link speed   together with the hop count (see Table 3).                    +---------+------+---------------+                    |  Metric | hops | average bit/s |                    +---------+------+---------------+                    |    4    |  2   |    1 Gbit/s   |                    |         |      |               |                    | 4000000 |  6   |    3 kbit/s   |                    +---------+------+---------------+                      Table 3: DAT Link Cost ExamplesAcknowledgements   The authors would like to acknowledge the network administrators from   Freifunk Berlin [FREIFUNK] and Funkfeuer Vienna [FUNKFEUER] for   endless hours of testing and suggestions to improve the quality of   the original ETX metric for the OLSR.org routing daemon.   This effort/activity is supported by the European Community Framework   Program 7 within the Future Internet Research and Experimentation   Initiative (FIRE), Community Networks Testbed for the Future Internet   ([CONFINE]), contract FP7-288535.   The authors would like to gratefully acknowledge the following people   for intense technical discussions, early reviews, and comments on the   specification and its components (listed alphabetically): Teco Boot   (Infinity Networks), Juliusz Chroboczek (PPS, University of Paris 7),   Thomas Clausen, Christopher Dearlove (BAE Systems Advanced Technology   Centre), Ulrich Herberg (Fujitsu Laboratories of America), Markus   Kittenberger (Funkfeuer Vienna), Joseph Macker (Naval Research   Laboratory), Fabian Nack (Freie Universitaet Berlin), and Stan   Ratliff (Cisco Systems).Rogge & Baccelli              Experimental                     [Page 20]

RFC 7779            Directional Airtime Metric OLSRv2         April 2016Authors' Addresses   Henning Rogge   Fraunhofer FKIE   Email: henning.rogge@fkie.fraunhofer.de   URI:http://www.fkie.fraunhofer.de   Emmanuel Baccelli   INRIA   Email: Emmanuel.Baccelli@inria.fr   URI:http://www.emmanuelbaccelli.org/Rogge & Baccelli              Experimental                     [Page 21]

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