Home Articles FAQs XREF Games Software Instant Books BBS About FOLDOC RFCs Feedback Sitemap
irt.Org

Request For Comments - RFC6636

You are here: irt.org | RFCs | RFC6636 [ previous next ]






Internet Engineering Task Force (IETF)                         H. Asaeda
Request for Comments: 6636                               Keio University
Category: Informational                                           H. Liu
ISSN: 2070-1721                                                    Q. Wu
                                                                  Huawei
                                                                May 2012


  Tuning the Behavior of the Internet Group Management Protocol (IGMP)
                 and Multicast Listener Discovery (MLD)
              for Routers in Mobile and Wireless Networks

Abstract

   The Internet Group Management Protocol (IGMP) and Multicast Listener
   Discovery (MLD) are the protocols used by hosts and multicast routers
   to exchange their IP multicast group memberships with each other.
   This document describes ways to achieve IGMPv3 and MLDv2 protocol
   optimization for mobility and aims to become a guideline for the
   tuning of IGMPv3/MLDv2 Queries, timers, and counter values.

Status of This Memo

   This document is not an Internet Standards Track specification; it is
   published for informational purposes.

   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/rfc6636.















Asaeda, et al.                Informational                     [Page 1]



RFC 6636           Tuning the Behavior of IGMP and MLD          May 2012


Copyright Notice

   Copyright (c) 2012 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.

Table of Contents

   1. Introduction ....................................................2
   2. Terminology .....................................................3
   3. Explicit Tracking of Membership Status ..........................3
   4. Tuning IGMP/MLD Timers and Values ...............................4
      4.1. Tuning the IGMP/MLD General Query Interval .................4
      4.2. Tuning the IGMP/MLD Query Response Interval ................5
      4.3. Tuning the Last Member Query Timer (LMQT) and Last
           Listener Query Timer (LLQT) ................................6
      4.4. Tuning the Startup Query Interval ..........................7
      4.5. Tuning the Robustness Variable .............................7
      4.6. Tuning Scenarios for Various Mobile IP Networks ............7
   5. Destination Address of a Specific Query .........................8
   6. Interoperability ................................................9
   7. Security Considerations .........................................9
   8. Acknowledgements ................................................9
   9. References .....................................................10
      9.1. Normative References ......................................10
      9.2. Informative References ....................................10
   Appendix A. Unicasting a General Query ............................11

1.  Introduction

   The Internet Group Management Protocol (IGMP) [1] for IPv4 and the
   Multicast Listener Discovery (MLD) [2] protocol for IPv6 are the
   standard protocols for hosts to initiate joining or leaving of
   multicast sessions.  These protocols must also be supported by
   multicast routers or IGMP/MLD proxies [5] that maintain multicast
   membership information on their downstream interfaces.  Conceptually,
   IGMP and MLD work on both wireless and mobile networks.  However,
   wireless access technologies operate on a shared medium or a point-
   to-point link with limited spectrum and bandwidth.  In many wireless



Asaeda, et al.                Informational                     [Page 2]



RFC 6636           Tuning the Behavior of IGMP and MLD          May 2012


   regimes, it is desirable to minimize multicast-related signaling to
   preserve the limited resources of battery-powered mobile devices and
   the constrained transmission capacities of the networks.  The motion
   of a host may cause disruption of multicast service initiation and
   termination in the new or previous network.  Slow multicast service
   activation following a join may incur additional delay in receiving
   multicast packets and degrade reception quality.  Slow service
   termination triggered by a rapid departure of the mobile host without
   first leaving the group in the previous network may waste network
   resources.

   When IGMP and MLD are used with mobile IP protocols, the proximity of
   network entities should be considered.  For example, when a
   bidirectional tunnel is used with the mobility entities described in
   [6] and [7], the mobile host experiences additional latency because
   the round-trip time using a bidirectional tunnel between mobility
   entities is larger compared to the case where a host and an upstream
   router attach to a LAN.

   This document describes ways to tune IGMPv3 and MLDv2 protocol
   behavior -- on the multicast router and proxy side -- concentrating
   in particular on wireless and mobile networks, including the tuning
   of queries and related timers.  This selective optimization provides
   tangible benefits to mobile hosts and routers by keeping track of the
   membership status of downstream hosts, and of various IGMP/MLD Query
   types and values, in order to appropriately tune the number of
   response messages.  This document does not make any changes to the
   IGMPv3 and MLDv2 protocols and only suggests optimal settings for the
   configurable parameters of the protocols in mobile and wireless
   environments.

2.  Terminology

   In this document, "router" means both a multicast router and an IGMP/
   MLD proxy.

3.  Explicit Tracking of Membership Status

   Mobile hosts use IGMP and MLD to make a request to join or leave
   multicast sessions.  When an adjacent upstream router receives the
   IGMP/MLD Report messages, it recognizes the membership status on the
   link.  To update the membership status reliably, the router sends
   IGMP/MLD Query messages periodically, and sends Group-Specific and/or
   Group-and-Source-Specific Queries when a member host reports its
   leave.  An IGMP/MLD Query is therefore necessary to obtain up-to-date
   membership information, but a large number of the reply messages sent
   from all member hosts may cause network congestion or consume network
   bandwidth.



Asaeda, et al.                Informational                     [Page 3]



RFC 6636           Tuning the Behavior of IGMP and MLD          May 2012


   The "explicit tracking function" [8] is a possible approach to reduce
   the transmitted number of IGMP/MLD messages and contribute to the
   efficiency of mobile communications.  It enables the router to keep
   track of the membership status of the downstream IGMPv3 or MLDv2
   member hosts.  That is, if a router enables the explicit tracking
   function, it does not always need to request transmission of a
   Current-State Report message from the receiver hosts, since the
   router implicitly recognizes the (potential) last member host when it
   receives the State-Change Report message reporting a leave.  The
   router can therefore send IGMP/MLD Group-Specific and Group-and-
   Source-Specific Queries LMQC/LLQC times (see Section 4.3) only when
   it recognizes that the last member has left the network.  This
   reduces the transmitted number of Current-State Report messages.

   Enabling the explicit tracking function is advantageous for mobile
   multicast, but the function requires additional processing capability
   and, possibly, substantial memory for routers to store all membership
   status information.  This resource requirement is potentially
   impacted, especially when a router needs to maintain a large number
   of receiver hosts.  Therefore, this document recommends that adjacent
   upstream multicast routers enable the explicit tracking function for
   IP multicast communications on wireless and mobile networks, if they
   have enough resources.  If operators think that their routers do not
   have enough resources, they may disable this function on their
   routers.  Note that whether or not routers enable the explicit
   tracking function, they need to maintain downstream membership status
   by sending IGMPv3/MLDv2 General Query messages, as some IGMPv3/MLDv2
   messages may be lost during transmission.

4.  Tuning IGMP/MLD Timers and Values

4.1.  Tuning the IGMP/MLD General Query Interval

   IGMP and MLD are unreliable protocols; to cover the possibility of a
   State-Change Report being missed by one or more multicast routers,
   hosts retransmit the same State-Change Report messages ([Robustness
   Variable] - 1) more times, at intervals chosen at random from the
   range (0, [Unsolicited Report Interval]) [1] [2].  Although this
   behavior increases the protocol's robustness, it does not guarantee
   that the State-Change Report reaches the routers.  Therefore, routers
   still need to refresh their downstream membership information by
   receiving a Current-State Report, as periodically solicited by an
   IGMP/MLD General Query sent in the [Query Interval] period, in order
   to enhance robustness of the host in case of link failures and packet
   loss.  This procedure also supports situations where mobile hosts are
   powered off or moved from one network to another network managed by a
   different router without any notification (e.g., a leave request).




Asaeda, et al.                Informational                     [Page 4]



RFC 6636           Tuning the Behavior of IGMP and MLD          May 2012


   The [Query Interval] is the interval between General Queries sent by
   the regular IGMPv3/MLDv2 querier; the default value is 125 seconds
   [1] [2].  By varying the [Query Interval], multicast routers can tune
   the number of IGMP/MLD messages on the network; larger values cause
   IGMP/MLD Queries to be sent less often.

   This document proposes a [Query Interval] value of 150 seconds by
   changing the Querier's Query Interval Code (QQIC) field in the IGMP/
   MLD Query message, for the case where a router that enables the
   explicit tracking function potentially operates a large number of
   member hosts, such as more than 200 hosts on the wireless link.  This
   longer interval value contributes to minimizing Report message
   traffic and battery-power consumption for mobile hosts.

   On the other hand, this document also proposes a [Query Interval]
   value of 60 to 90 seconds for the case where a router that enables
   the explicit tracking function attaches to a higher-capacity wireless
   link.  This shorter interval contributes to quick synchronization of
   the membership information tracked by the router but may consume
   battery power on mobile hosts.

   If a router does not enable the explicit tracking function, the
   [Query Interval] value would be its default value -- 125 seconds.

   In situations where Mobile IPv6 [7] is used, when the home agent
   implements multicast router functionality and multicast data packets
   are tunneled to and from the home agent, the home agent may want to
   increase the query interval.  This happens, for example, when the
   home agent detects network congestion.  In this case, the home agent
   starts forwarding queries with the default [Query Interval] value and
   increases the value in a gradual manner.

4.2.  Tuning the IGMP/MLD Query Response Interval

   The [Query Response Interval] is the Max Response Time (or Max
   Response Delay) used to calculate the Max Resp Code inserted into the
   periodic General Queries.  Its default value is 10 seconds, expressed
   as "Max Resp Code=100" for IGMPv3 [1] and "Maximum Response
   Code=10000" for MLDv2 [2].  By varying the [Query Response Interval],
   multicast routers can tune the burstiness of IGMP/MLD messages on the
   network; larger values make the traffic less bursty, as the hosts'
   responses are spread out over a larger interval, but will increase
   join latency when a State-Change Report (i.e., join request) is
   missing.

   According to our experimental analysis, this document proposes two
   scenarios for tuning the [Query Response Interval] value in different
   wireless link conditions: one scenario is for a wireless link with



Asaeda, et al.                Informational                     [Page 5]



RFC 6636           Tuning the Behavior of IGMP and MLD          May 2012


   lower resource capacity or a lossy link, and the other scenario is
   for a wireless link with enough capacity or whose condition is
   reliable enough for IGMP/MLD message transmission.

   Regarding the first scenario, for instance, when a multicast router
   attaches to a bursty IEEE 802.11b link, the router configures a
   longer [Query Response Interval] value, such as 10 to 20 (seconds).
   This configuration will reduce congestion of the Current-State Report
   messages on a link but may increase join latency and leave latency
   when the unsolicited messages (State-Change Records) are lost on the
   router.  Note that as defined in Section 4.1.1 of [1], in IGMPv3, a
   Max Resp Code larger than 128 represents the exponential values and
   changes the granularity.  For example, if one wants to set the Max
   Response Time to 20.0 seconds, the Max Resp Code should be expressed
   as "0b10001001", which is divided into "mant=0b1001" and "exp=0b000".

   The second scenario may happen for a multicast router attaching to a
   wireless link having higher resource capacity or to a point-to-
   (multi-)point link such as an IEEE 802.16e link because IGMP/MLD
   messages do not seriously affect the condition of the link.  The
   router can seek Current-State Report messages with a shorter [Query
   Response Interval] value, such as 5 to 10 (seconds).  This
   configuration will contribute to (at some level) quickly discovering
   non-tracked member hosts and synchronizing the membership
   information.

4.3.  Tuning the Last Member Query Timer (LMQT) and Last Listener Query
      Timer (LLQT)

   Shortening the Last Member Query Timer (LMQT) for IGMPv3 and the Last
   Listener Query Timer (LLQT) for MLDv2 contributes to minimizing leave
   latency.  LMQT is represented by the Last Member Query Interval
   (LMQI) multiplied by the Last Member Query Count (LMQC), and LLQT is
   represented by the Last Listener Query Interval (LLQI) multiplied by
   the Last Listener Query Count (LLQC).

   While LMQI and LLQI are changeable, it is reasonable to use the
   default value (i.e., 1 second) for LMQI and LLQI in a wireless
   network.  LMQC and LLQC, whose default value is the [Robustness
   Variable] value, are also tunable.  Therefore, LMQC and LLQC can be
   set to "1" for routers that enable the explicit tracking function,
   and then LMQT and LLQT are set to 1 second.  However, setting LMQC
   and LLQC to 1 increases the risk of missing the last member; LMQC and
   LLQC ought to be set to 1 only when network operators think that
   their wireless link is stable enough.






Asaeda, et al.                Informational                     [Page 6]



RFC 6636           Tuning the Behavior of IGMP and MLD          May 2012


   On the other hand, if network operators think that their wireless
   link is lossy (e.g., due to a large number of attached hosts or
   limited resources), they can set LMQC and LLQC to "2" for their
   routers that enable the explicit tracking function.  Although bigger
   LMQC and LLQC values may cause longer leave latency, the risk of
   missing the last member will be reduced.

4.4.  Tuning the Startup Query Interval

   The [Startup Query Interval] is the interval between General Queries
   sent by a querier on startup.  The default value is 1/4 of [Query
   Interval]; however, a shortened value, such as 1 second, would help
   contribute to shortening handover delay for mobile hosts in, for
   example, the base solution with Proxy Mobile IPv6 (PMIPv6) [9].  Note
   that the [Startup Query Interval] is a static value and cannot be
   changed by any external signal.  Therefore, operators who maintain
   routers and wireless links need to properly configure this value.

4.5.  Tuning the Robustness Variable

   To cover the possibility of unsolicited reports being missed by
   multicast routers, unsolicited reports are retransmitted ([Robustness
   Variable] - 1) more times, at intervals chosen at random from the
   defined range [1] [2].  The QRV (Querier's Robustness Variable) field
   in the IGMP/MLD Query contains the [Robustness Variable] value used
   by the querier.  The default [Robustness Variable] value defined in
   IGMPv3 [1] and MLDv2 [2] is "2".

   This document proposes "2" for the [Robustness Variable] value for
   mobility when a router attaches to a wireless link having lower
   resource capacity or a large number of hosts.  For a router that
   attaches to a higher-capacity wireless link known to be reliable,
   retransmitting the same State-Change Report message is not required;
   hence, the router sets the [Robustness Variable] to "1".

4.6.  Tuning Scenarios for Various Mobile IP Networks

   In mobile IP networks, IGMP and MLD are used with three deployment
   scenarios: (1) running directly between a host and access router on a
   wireless network, (2) running between a host and home router through
   a tunnel link, and (3) running between a home router and foreign
   router through a tunnel link.

   When a receiver host connects directly through a wireless link to a
   foreign access router or a home router, the tuning of the IGMP/MLD
   protocol parameters should be the same as suggested in the previous





Asaeda, et al.                Informational                     [Page 7]



RFC 6636           Tuning the Behavior of IGMP and MLD          May 2012


   sections.  The example of this scenario occurs when in PMIPv6 [6],
   the mobile access gateway, whose role is similar to a foreign router,
   acts as a multicast router or proxy.

   The second scenario occurs when a bidirectional tunnel established
   between a host and home router is used to exchange IGMP/MLD messages
   [7] [10].  Tuning the parameters is difficult in this situation
   because the condition of the tunnel link is diverse and changeable.
   When a host is far away from the home router, the transmission delay
   between the two entities may be longer and the packet delivery may be
   more unreliable.  Thus, the effects of IGMP/MLD message transmission
   through a tunnel link ought to be considered when parameters are set.
   For example, the [Query Interval] and [Query Response Interval] could
   be set shorter to compensate for transmission delay, and the
   [Robustness Variable] could be increased to compensate for possible
   packet loss.

   The third scenario occurs in [9], in which the mobile access gateway
   (i.e., foreign router) acts as the IGMP/MLD Proxy [5] in PMIPv6 [6].
   Through the bidirectional tunnel established with the local mobility
   anchor (i.e., home router), the mobile access gateway sends summary
   reports of its downstream member hosts to the local mobility anchor.
   Apart from the distance factor, which influences the parameter
   setting, the [Query Response Interval] on the local mobility anchor
   could be set to a smaller value because the number of mobile access
   gateways is much smaller compared to the number of hosts, and the
   chance of packet burst is low for the same reason.  Additionally, the
   power consumption due to a lower query interval is not an issue for
   the mobile access gateways because the mobile access gateways are
   usually not battery-powered.

   Ideally, the IGMP/MLD querier router adjusts its parameter settings
   according to the actual mobile IP network conditions to benefit
   service performance and resource utilization.  It would be desirable
   for a home router to determine the aforementioned timers and values
   according to the delay between the initiating IGMP/MLD Query and the
   responding IGMP/MLD Report.  However, describing how these timers and
   values can be dynamically adjusted is out of scope for this document.

5.  Destination Address of a Specific Query

   IGMP/MLD Group-Specific and Group-and-Source-Specific Queries defined
   in [1] and [2] are sent to verify whether there are hosts that desire
   reception of the specified group or a set of sources, or to rebuild
   the desired reception state for a particular group or a set of
   sources.  These specific queries build and refresh the multicast
   membership state of hosts on an attached network.




Asaeda, et al.                Informational                     [Page 8]



RFC 6636           Tuning the Behavior of IGMP and MLD          May 2012


   Group-Specific Queries are sent with an IP destination address equal
   to the multicast address of interest, as defined in [1] and [2].
   Using the multicast group of interest in the specific query is
   preferred in this environment because hosts that do not join the
   multicast session do not pay attention to these specific queries, and
   only active member hosts that have been receiving multicast contents
   with the specified address reply to IGMP/MLD Reports.

6.  Interoperability

   IGMPv3 [1] and MLDv2 [2] provide the ability for hosts to report
   source-specific subscriptions.  With IGMPv3/MLDv2, a mobile host can
   specify a channel of interest, using multicast group and source
   addresses in its join request.  Upon its reception, the upstream
   router that supports IGMPv3/MLDv2 establishes the shortest-path tree
   toward the source without coordinating a shared tree.  This function
   is called the source-filtering function and is required to support
   Source-Specific Multicast (SSM) [3].

   Recently, the Lightweight IGMPv3 (LW-IGMPv3) and Lightweight MLDv2
   (LW-MLDv2) [4] protocols have been defined as the proposed standard
   protocols in the IETF.  These protocols provide protocol simplicity
   for mobile hosts and routers, as they eliminate a complex state
   machine from the full versions of IGMPv3 and MLDv2 and promote the
   opportunity to implement SSM in mobile communications.

   This document assumes that both multicast routers and mobile hosts
   are IGMPv3/MLDv2 capable, regardless of whether the protocols are the
   full or lightweight version.  This document does not consider
   interoperability with older protocol versions.  One of the reasons
   for this lack of interoperability with older IGMP/MLD protocols is
   that the explicit tracking function does not work properly with older
   IGMP/MLD protocols because of a report-suppression mechanism; a host
   would not send a pending IGMP/MLD Report if a similar report was sent
   by another listener on the link.

7.  Security Considerations

   This document neither provides new functions nor modifies the
   standard functions defined in [1], [2], and [4].  Therefore, no
   additional security considerations are provided.

8.  Acknowledgements

   Luis M. Contreras, Marshall Eubanks, Gorry Fairhurst, Dirk von Hugo,
   Imed Romdhani, Behcet Sarikaya, Stig Venaas, Jinwei Xia, and others
   provided many constructive and insightful comments.




Asaeda, et al.                Informational                     [Page 9]



RFC 6636           Tuning the Behavior of IGMP and MLD          May 2012


9.  References

9.1.  Normative References

   [1]   Cain, B., Deering, S., Kouvelas, I., Fenner, B., and A.
         Thyagarajan, "Internet Group Management Protocol, Version 3",
         RFC 3376, October 2002.

   [2]   Vida, R., Ed., and L. Costa, Ed., "Multicast Listener Discovery
         Version 2 (MLDv2) for IPv6", RFC 3810, June 2004.

   [3]   Holbrook, H. and B. Cain, "Source-Specific Multicast for IP",
         RFC 4607, August 2006.

   [4]   Liu, H., Cao, W., and H. Asaeda, "Lightweight Internet Group
         Management Protocol Version 3 (IGMPv3) and Multicast Listener
         Discovery Version 2 (MLDv2) Protocols", RFC 5790,
         February 2010.

9.2.  Informative References

   [5]   Fenner, B., He, H., Haberman, B., and H. Sandick, "Internet
         Group Management Protocol (IGMP) / Multicast Listener Discovery
         (MLD)-Based Multicast Forwarding ("IGMP/MLD Proxying")",
         RFC 4605, August 2006.

   [6]   Gundavelli, S., Ed., Leung, K., Devarapalli, V., Chowdhury, K.,
         and B. Patil, "Proxy Mobile IPv6", RFC 5213, August 2008.

   [7]   Perkins, C., Ed., Johnson, D., and J. Arkko, "Mobility Support
         in IPv6", RFC 6275, July 2011.

   [8]   Asaeda, H. and N. Leymann, "IGMP/MLD-Based Explicit Membership
         Tracking Function for Multicast Routers", Work in Progress,
         April 2012.

   [9]   Schmidt, T., Waehlisch, M., and S. Krishnan, "Base Deployment
         for Multicast Listener Support in Proxy Mobile IPv6 (PMIPv6)
         Domains", RFC 6224, April 2011.

   [10]  Perkins, C., Ed., "IP Mobility Support for IPv4, Revised",
         RFC 5944, November 2010.









Asaeda, et al.                Informational                    [Page 10]



RFC 6636           Tuning the Behavior of IGMP and MLD          May 2012

Appendix A.  Unicasting a General Query

   This appendix describes the possible IGMP and MLD protocol extensions
   for further optimization in mobile and wireless environments.  It
   might be beneficial to include the following considerations when a
   newer version or modification of IGMP and MLD protocols is considered
   in the future.

   IGMPv3 and MLDv2 specifications [1] [2] explain that a host must
   accept and process any query whose IP Destination Address field
   contains any of the addresses (unicast or multicast) assigned to the
   interface on which the query arrives.  In general, the all-hosts
   multicast address (224.0.0.1) or link-scope all-nodes multicast
   address (ff02::1) is used as the IP destination address of an IGMP/
   MLD General Query.  On the other hand, according to [1] and [2], a
   router may be able to unicast a General Query to the tracked member
   hosts in [Query Interval], if the router keeps track of membership
   information (Section 3).

   Unicasting an IGMP/MLD General Query would reduce the drain on the
   battery power of mobile hosts, as only the active hosts that have
   been receiving multicast contents respond to the unicast IGMP/MLD
   General Query messages and non-active hosts do not need to pay
   attention to the IGMP/MLD Query messages.  This also allows the
   upstream router to proceed with fast leaves (or shorten leave
   latency) by setting LMQC/LLQC smaller because, ideally, the router
   can immediately converge and update the membership information.

   However, there is a concern regarding the unicast General Query: if a
   multicast router sends a General Query "only" by unicast, it cannot
   discover potential member hosts whose join requests were lost.  Since
   the hosts do not retransmit the same join requests (i.e., unsolicited
   Report messages), they lose the chance to join the channels unless
   the upstream router asks for membership information by sending a
   multicast General Query.  This concern will be solved by using both
   unicast and multicast General Queries and configuring the [Query
   Interval] timer value for multicast General Query and the [Unicast
   Query Interval] timer value for unicast General Query.  However,
   using two different timers for General Queries would require a
   protocol extension that is beyond the scope of this document.  If a
   router does not distinguish multicast and unicast General Query
   Intervals, the router should only use and enable multicast General
   Queries.

   Also, the unicast General Query does not remove the need for the
   multicast General Query.  The multicast General Query is necessary
   for updating membership information if the information is not
   correctly synchronized due to missing reports.  Therefore, the



Asaeda, et al.                Informational                    [Page 11]



RFC 6636           Tuning the Behavior of IGMP and MLD          May 2012


   unicast General Query should not be used for an implementation that
   does not allow the configuration of different query interval timers
   such as [Query Interval] and [Unicast Query Interval].  If a router
   does not distinguish these multicast and unicast General Query
   Intervals, the router should only use and enable multicast General
   Queries.

Authors' Addresses

   Hitoshi Asaeda
   Keio University
   Graduate School of Media and Governance
   5322 Endo
   Fujisawa, Kanagawa  252-0882
   Japan

   EMail: asaeda@wide.ad.jp
   URI:   http://www.sfc.wide.ad.jp/~asaeda/


   Hui Liu
   Huawei Technologies Co., Ltd.
   Building Q14, No. 156, Beiqing Rd.
   Beijing  100095
   China

   EMail: helen.liu@huawei.com


   Qin Wu
   Huawei Technologies Co., Ltd.
   101 Software Avenue
   Yuhua District
   Nanjing, Jiangsu  210012
   China

   EMail: bill.wu@huawei.com














Asaeda, et al.                Informational                    [Page 12]



©2018 Martin Webb