SlideShare a Scribd company logo
1 of 27
Peering, QoS, and
      Price and
Quality Differentiation
         J. Scott Marcus, Director
   IDATE, Montpellier, 16 November 2011




                                          0
Peering, QoS, and Price and Quality Differentiation

  • Peering, transit, Internet access

  • Quality of Service (QoS)

  • The economics of discrimination

  • Traffic, costs, prices

  • Concluding observations




                                                                                                           1
               Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
Peering, transit, and Internet access (1)

• Transit
     - The customer pays the transit provider to provide connectivity
       to substantially all of the Internet.
     - Essentially the same service is provided to consumers,
       enterprises, ISPs, content providers, and application service
       providers.

• Peering
     - Two ISPs exchange traffic of their customers (and customers
       of their customers).
     - Often, but not always, done without charge.

• Variants of both exist.



                                                                                                         2
             Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
Peering, transit, and Internet access (2)



                            Peering                            Peering
            ISP A                             ISP B                             ISP C
                                                                                    3




                        ISP A2
                                           ISP B1                                            ISP C2
   ISP A1
                                                                    ISP C1




ISP A1a                                                                            ISP C1b

                                                     ISP C1a
                ISP A1b
                                 ISP A2




                                                                                                      3
      Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
Peering, transit, and Internet access (3)


• Meanwhile, unit prices for global transit are declining rapidly.

• This decline reflects not only equipment costs but also circuits
  (over land and under water).

• Labour and other OPEX elements play only a small role, since they
  depend mostly on the number of subscribers.




                       Source: Telegeography (2011), WIK calculations.                                  4
            Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
Peering, transit, and Internet access (4)
                         Shortest exit routing



                                      Backbone ISP

                                                                                                            New York
Peering                                                                   Chicago                                      Peering
 Point    San Francisco
                                                                                                      Washington DC     Point

            Los Angeles



                                                                                         Atlanta

                                                              Dallas
 Web Site
                                      Backbone ISP

            Copyright (c) 1999 by Addison Wesley Longman, Inc. All rights reserved. No part of this publication
           may be reproduced, stored in a retrieval system, or transmitted, in any form or by any means, electronic,
               mechanical, photocopying, recording, or otherwise, without the prior consent of the publisher.
                                                                                                                                 5
          Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
Quality of Service (QoS) (1)

                                                General Applications                                                                             Gaming Applications




                                                                                                Stringent Latency Requirements
Stringent Latency Requirements
                                 high




                                                                       Video




                                                                                                                                 high
                                                  VoIP
                                                                     Telephony
                                                                                                                                                         sports, racing, shooter


                                                                    Channel Surfing
                                                        Audio                                                                                                    role-playing
                                          IRC         Streaming

                                                                        Video
                                                                                                                                        cards,
                                                                      Streaming
                                                 Browsing,                                                                              board games           strategy
                                                 Shopping,




                                                                                                                                 low
                                                  Banking
                                                     Email
                                 low




                                                                              FTP


                                        low                                           high                                              low                                        high
                                                Bandwidth Requirements                                                                          Bandwidth Requirements

                 • Real time bidirectional audio or video: stringent requirements

                 • Email: liberal requirements

                 • Streamed audio and video: liberal requirements (channel surfing?)

                                                                                                                                                                                          6
                                                Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
Quality of Service (QoS) (2)


• Voice drives revenue, but is a declining fraction of traffic.

• Concerns have been voiced in recent years over the explosion of
  video traffic over the Internet, and its implications for network cost.




                                               Source: Cisco (2011).
                                                                                                        7
            Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
Quality of Service (QoS) (3)
                                                                 M/G/1 Queuing Delay (155 Mbps Link)


                           350.00




                           300.00

                                                                                                                                Coefficient
                                                                                                                                of Variation
                           250.00
                                                                                                                                       0.00
Wait Time (microseconds)




                                                                                                                                        0.50

                           200.00                                                                                                       1.00
                                                                                                                                        1.10
                                                                                                                                        1.20
                           150.00                                                                                                       1.50
                                                                                                                                        2.00


                           100.00




                            50.00




                              -
                                      0.10      0.20      0.30        0.40         0.50          0.60   0.70   0.80     0.90
                                                                             Utilization (rho)



                           M/G/1 queueing analysis of the performance of a single link
                                             (with clocking delay of 50 μsecs (284 byte packets) and a 155 Mbps link)


                                                                                                                                               8
                                    Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
Quality of Service (QoS) (4)


• Per-hop delay, even at 90% load, is about 1,000 times less than the
  150 millisecond delay “budget” for real-time bidirectional voice.

• IMPLICATION: Most of the time, and under normal conditions,
  variable delay in the core of the network is unlikely to be perceptible
  to the users of VoIP or other delay-sensitive applications.

• FURTHER IMPLICATION: Consumers will not willingly pay a large
  premium for a performance difference that they cannot perceive.

• Packet delay is more likely to be an issue:
     - For slower circuits at the edge of the network
     - For shared circuits (e.g. cable modem services)
     - When one or more circuits are saturated
     - When one or more components have failed
     - When a force majeure incident has occurred
                                                                                                         9
             Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
Quality of Service (QoS) (5)


• Although the technology is reasonably straightforward, little
  practical experience in enforcing QoS across IP-based networks.

• It is not due to a lack of standards – there are too many standards,
  not too few.

• Classic problem of introducing change into a technological
  environment:
    - Network effects – no value until enough of the market has switched.
    - Long, complex value chains.
    - Costs and complexity of transition.

• Analogous problems have slowed IPv6 and DNSSEC.


                                                                                                       10
           Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
Quality of Service (QoS) (6)


• Efforts to extend Quality of Service (QoS) across network
  operators have failed to catch fire for many reasons:
    - Scale: Bilateral peering arrangements will tend to be acceptable to
      both network operators only when the networks are of similar scale,
      or more precisely when both networks can be expected to be
      subject to similar cost drivers for carrying their respective traffic.
    - Traffic balance: Where traffic is significantly asymmetric, cost
      drivers are likely to also be asymmetric.
    - Monitoring and management: There are many practical
      challenges in determining whether each network operator has in
      fact delivered the QoS that it committed to deliver.
    - Financial arrangements: There has been no agreement as to how
      financial arrangements should work. In particular, there has been
      enormous reluctance on the part of network operators to accept
      financial penalties for failing to meet quality standards.
                                                                                                        11
            Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
Quality of Service (QoS) (7)

• Many efforts over the years to define inter-provider QoS standards.

• One of the best and most practical was organised by MIT, with
  substantial industry participation.

• The following values from the MIT white paper would appear to be
  resonable for IP interconnection suitable for real time bidirectional
  voice:
      Delay:                            100 msec
      Delay Variance:                   50 msec
      IPPM Loss Ratio:                  1 x 10-3 (One Way Packet Loss)


• The MIT WG white paper also explains how to measure these, and
  how to allocate end-to-end requirements to multiple networks. IPPM
  probes could be suitable.

• A challenge: No network operator will want another to operate probes
  within its network.
                                                                                                           12
               Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
Quality of Service (QoS) (8)

• As part of the functional/operational separation of Telecom New
  Zealand, there were commitments
     - To interconnect with competitors using IP
     - To support a suitable QoS for VoIP in those interconnections

• The first of these is in place.

• For the second, Telecom New Zealand made a quite interesting
  proposal, based on their methodology for the first of these.




                                                                                                         13
             Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
Quality differentiation and network neutrality

   • Quality differentiation

   • Economic foreclosure

   • Two-sided (or multi-sided) markets




                                                 14
Quality differentiation

• Quality differentiation and price differentiation are well understood
  practices.

• In the absence of anticompetitive discrimination, differentiation
  generally benefits both producers and consumers.

• We typically do not consider it problematic if an airline or rail service
  offers us a choice between first class and second class seats.




                                                                              15
Economic foreclosure

• When a producer with market
  power in one market segment
  attempts to project that market   Google


  power into upstream or
  downstream segments that
                                                                      User
  would otherwise be competitive,   Yahoo
                                             Commercial   Broadband
                                                ISP          ISP
  that constitutes economic
  foreclosure.                       Bing




• Foreclosure harms consumers,
  and imposes an overall socio-
  economic deadweight loss on
  society.


                                                                             16
Two-sided markets

• The Internet can be thought of
  as a two-sided market, with
  network operators serving as a       Google


  platform connecting providers of
  content (e.g. web sites) with
                                                                         User
  consumers.                           Yahoo
                                                Commercial   Broadband
                                                   ISP          ISP

• Under this view, some disputes        Bing

  are simply about how costs and
  profits should be divided
  between the network operators
  and the two (or more) sides of
  the market.


                                                                                17
Traffic, costs, prices, and profitability (1)


• A.T. Kearney (2010):
    “Internet traffic is exploding in an unprecedented way due to
    increasing use of video. Costs for network operators are sky-
    rocketing, even under existing technology and even without
    considering the huge investments needed for fibre-based Next
    Generation Access. Due to market defects, there is no way to
    make consumers shoulder the cost of the increased bandwidth;
    thus, it will soon become necessary for firms that provide content
    to pay for the network for the first time, much as content and
    advertising typically pay for over-the-air broadcast television.”

• Intuitive? Satisfying? Plausible?




                                                                                                         18
             Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
Traffic, costs, prices, and profitability (2)

• Traffic growth is largely a function of:
     - an increase in the number of subscribers, and
     - an increase in traffic per subscriber.

• Some costs are largely driven by the number of subscribers, and
  are largely independent of usage per subscriber.

• Unit costs for network equipment in the core and concentration
  networks (including routers and optoelectronics), where costs are
  usage-dependent, are declining at a rate comparable to that of
  Internet traffic increase per user in the fixed network. This can be
  viewed as an example of Moore‟s Law.

• Cost per customer and revenue per customer in the fixed network
  remain in balance, despite the increase in traffic.


                                                                                                         19
             Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
Traffic, costs, prices, and profitability (3)


• The core network is about 7% of total cost, the concentration
  network about 6%.

• Both benefit from these technological enhancements.
                     Monthly cost of a bundled DSL
                 broadband/voice service (BNetzA 2009)
                                                                             Wholesale price ULL Provision

                                        6%                                   Monthly rental ULL

                         21%                                                 Cost of DSLAM


                                                                             Cost of splitter
                                                 31%
                                                                             Transport in concentration network
                    9%
                                                                             Transport IP backbone network


                                                                             Collocation
               3%        7%
                                                                             Usage dependent cost telephony
                              6%         14%
                                                                              Customer acquisition, maintenance, common
                                                                             cost, billing, bad debt
                                   3%

                                   Source: German BNetzA (2009).
                                                                                                                          20
            Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
Traffic, costs, prices, and profitability (4)

                                                        Fixed Data Traffic
                           40000                                                                                 Traffic is indeed increasing in both
                           35000
                                                                                                                 the fixed and the mobile networks.
                           30000
Data traffic/month (PB)




                                                                                        Middle East and Africa
                           25000                                                        Latin America
                                                                                        Japan
                           20000
                                                                                        Asia Pacific
                           15000                                                        North America
                                                                                        Central Eastern Europe
                           10000
                                                                                        Western Europe

                            5000

                                  0
                                  2006   2007   2008      2009   2010   2011*   2012*




                                                       Mobile Data Traffic
                           1400


                           1200
                                                                                                                 Source: Cisco (2011), WIK calculations.
 Data traffic/month (PB)




                           1000                                                         Middle East and Africa
                                                                                        Latin America
                            800
                                                                                        Japan
                                                                                        Asia Pacific
                            600
                                                                                        North America

                            400                                                         Central Eastern Europe
                                                                                        Western Europe
                            200


                              0
                              2006       2007   2008      2009   2010   2011*   2012*



                                                                                                                                                           21
                                                       Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
Traffic, costs, prices, and profitability (5)


• However, the rate of growth in percentage terms is declining over
  time.




                             Source: Cisco (2011), WIK calculations.
                                                                                                        22
            Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
Traffic, costs, prices, and profitability (6)

20,000                                                                                                          $25.00
18,000
16,000                                                                                                          $20.00
                                                                                                                         Here we have the shipment
14,000
12,000                                                                                                          $15.00
                                                                                                                         quantities in Mbps and the price
10,000
 8,000                                                                                                          $10.00   per Mbps (USD) for high end
 6,000
 4,000                                                                                                          $5.00    routers and for long haul DWDM
 2,000
    0
           2003    2004    2005   2006   2007    2008   2009   2010   2011    2012    2013      2014    2015
                                                                                                                $0.00
                                                                                                                         optoelectronic equipment.
                                     Worldwide high end router capacity shipped (Mbps)
                                     Price per Mbps (USD)
                                                                                                                         These are among the key cost
                                                                                                                         drivers for Internet core and
         7,000                                                                                                   $7.00   aggregation networks.
         6,000                                                                                                   $6.00


         5,000                                                                                                   $5.00
                                                                                                                         The growth in shipments generally
         4,000                                                                                                   $4.00   tracks the Cisco projections.
         3,000                                                                                                   $3.00


         2,000                                                                                                   $2.00
                                                                                                                         The growth in shipment volume
         1,000                                                                                                   $1.00   does not equate to a growth in
            0
                  2004    2005    2006   2007   2008    2009   2010    2011    2012      2013    2014    2015
                                                                                                                 $0.00
                                                                                                                         costs, because the decline in unit
                                     Worldwide long haul DWDM capacity shipped (Mbps)
                                     Price per Mbps (USD)
                                                                                                                         costs is nearly in balance with it.

                                                                                                                         Source: Dell‟Oro (2011), WIK calculations.
                                                                                                                                                                      23
                                           Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
Traffic, costs, prices, and profitability (7)


• The trend in underlying equipment costs (and many other costs)
  tracks subscribership and revenue, not with the volume of traffic.


                      2,000
                      1,800
                      1,600
                      1,400
                      1,200
                      1,000
                        800
                        600
                        400
                        200
                         -
                                 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015
                              IP traffic                         Fixed BB subscribers
                              SP Edge total revenue              SP Core total revenue
                              DWDM Long Haul total revenue       WDM Metro total revenue



                 Source: Dell„Oro (2011), Cisco (2011), WIK calculations.                               24
            Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
Concluding observations

• In competitive markets, quality differentiation typically benefits both
  suppliers and producers.

• Beware quick fixes! If a solution seems too good to be true, it
  probably is.

• Market mechanisms often reach better solutions than well
  intentioned policymakers.




                                                                                                         25
             Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
wik-Consult GmbH
Postfach 2000
53588 Bad Honnef
Tel 02224-9225-0
Fax 02224-9225-68
eMail info@wik-consult.com
www.wik-consult.com

More Related Content

What's hot

Introduction to chinacache services
Introduction to chinacache servicesIntroduction to chinacache services
Introduction to chinacache servicesLillian shao
 
Ip Networking Over Satelite Course Sampler
Ip Networking Over Satelite Course SamplerIp Networking Over Satelite Course Sampler
Ip Networking Over Satelite Course SamplerJim Jenkins
 
Diameter and Diameter Roaming
Diameter and Diameter RoamingDiameter and Diameter Roaming
Diameter and Diameter RoamingJohn Loughney
 
Traffic Management, DPI, Internet Offload Gateway
Traffic Management, DPI, Internet Offload GatewayTraffic Management, DPI, Internet Offload Gateway
Traffic Management, DPI, Internet Offload GatewayContinuous Computing
 
IPC NRF Presentation
IPC NRF PresentationIPC NRF Presentation
IPC NRF PresentationTyler Hannan
 
Rostelecom Cloud Based IPTV & OTT services
Rostelecom Cloud Based IPTV & OTT servicesRostelecom Cloud Based IPTV & OTT services
Rostelecom Cloud Based IPTV & OTT servicesAndrey Kholodnyy
 
Deep dive network requirementsfor enterprise video conferencing
Deep dive   network requirementsfor enterprise video conferencingDeep dive   network requirementsfor enterprise video conferencing
Deep dive network requirementsfor enterprise video conferencingInterop
 
Moving Global Content Exchange to the Cloud
Moving Global Content Exchange to the CloudMoving Global Content Exchange to the Cloud
Moving Global Content Exchange to the CloudSigniantMarketing
 
Harmonized Security for Multi-network Video Services
Harmonized Security for Multi-network Video ServicesHarmonized Security for Multi-network Video Services
Harmonized Security for Multi-network Video ServicesVerimatrix
 
AWS Partner Presentation - Riverbed
AWS Partner Presentation - RiverbedAWS Partner Presentation - Riverbed
AWS Partner Presentation - RiverbedAmazon Web Services
 
Vyatta cloud expo-sjc_2012-share
Vyatta cloud expo-sjc_2012-shareVyatta cloud expo-sjc_2012-share
Vyatta cloud expo-sjc_2012-shareScott Sneddon
 
Global Trend Broadcasting
Global Trend BroadcastingGlobal Trend Broadcasting
Global Trend BroadcastingFeriandi Mirza
 
The NGN Test Centre Infrastructure & Services - Shane Dempsey (NGN Test Centre)
The NGN Test Centre Infrastructure & Services - Shane Dempsey (NGN Test Centre)The NGN Test Centre Infrastructure & Services - Shane Dempsey (NGN Test Centre)
The NGN Test Centre Infrastructure & Services - Shane Dempsey (NGN Test Centre)NGN Test Centre
 
Evaluating Approaches to Building DPI into an LTE Network at the PDN Gateway ...
Evaluating Approaches to Building DPI into an LTE Network at the PDN Gateway ...Evaluating Approaches to Building DPI into an LTE Network at the PDN Gateway ...
Evaluating Approaches to Building DPI into an LTE Network at the PDN Gateway ...Continuous Computing
 
New media catalogue 2011
New media catalogue 2011New media catalogue 2011
New media catalogue 2011trade-gov-il
 

What's hot (19)

Introduction to chinacache services
Introduction to chinacache servicesIntroduction to chinacache services
Introduction to chinacache services
 
Ip Networking Over Satelite Course Sampler
Ip Networking Over Satelite Course SamplerIp Networking Over Satelite Course Sampler
Ip Networking Over Satelite Course Sampler
 
Diameter and Diameter Roaming
Diameter and Diameter RoamingDiameter and Diameter Roaming
Diameter and Diameter Roaming
 
Traffic Management, DPI, Internet Offload Gateway
Traffic Management, DPI, Internet Offload GatewayTraffic Management, DPI, Internet Offload Gateway
Traffic Management, DPI, Internet Offload Gateway
 
Diameter Overview
Diameter OverviewDiameter Overview
Diameter Overview
 
IPC NRF Presentation
IPC NRF PresentationIPC NRF Presentation
IPC NRF Presentation
 
Rostelecom Cloud Based IPTV & OTT services
Rostelecom Cloud Based IPTV & OTT servicesRostelecom Cloud Based IPTV & OTT services
Rostelecom Cloud Based IPTV & OTT services
 
Deep dive network requirementsfor enterprise video conferencing
Deep dive   network requirementsfor enterprise video conferencingDeep dive   network requirementsfor enterprise video conferencing
Deep dive network requirementsfor enterprise video conferencing
 
Moving Global Content Exchange to the Cloud
Moving Global Content Exchange to the CloudMoving Global Content Exchange to the Cloud
Moving Global Content Exchange to the Cloud
 
Harmonized Security for Multi-network Video Services
Harmonized Security for Multi-network Video ServicesHarmonized Security for Multi-network Video Services
Harmonized Security for Multi-network Video Services
 
AWS Partner Presentation - Riverbed
AWS Partner Presentation - RiverbedAWS Partner Presentation - Riverbed
AWS Partner Presentation - Riverbed
 
NGN voice corporate seminar
NGN voice corporate seminarNGN voice corporate seminar
NGN voice corporate seminar
 
Vyatta cloud expo-sjc_2012-share
Vyatta cloud expo-sjc_2012-shareVyatta cloud expo-sjc_2012-share
Vyatta cloud expo-sjc_2012-share
 
Global Trend Broadcasting
Global Trend BroadcastingGlobal Trend Broadcasting
Global Trend Broadcasting
 
The NGN Test Centre Infrastructure & Services - Shane Dempsey (NGN Test Centre)
The NGN Test Centre Infrastructure & Services - Shane Dempsey (NGN Test Centre)The NGN Test Centre Infrastructure & Services - Shane Dempsey (NGN Test Centre)
The NGN Test Centre Infrastructure & Services - Shane Dempsey (NGN Test Centre)
 
Evaluating Approaches to Building DPI into an LTE Network at the PDN Gateway ...
Evaluating Approaches to Building DPI into an LTE Network at the PDN Gateway ...Evaluating Approaches to Building DPI into an LTE Network at the PDN Gateway ...
Evaluating Approaches to Building DPI into an LTE Network at the PDN Gateway ...
 
New media catalogue 2011
New media catalogue 2011New media catalogue 2011
New media catalogue 2011
 
Cost Savings & Ef
Cost Savings & EfCost Savings & Ef
Cost Savings & Ef
 
10 fn s19
10 fn s1910 fn s19
10 fn s19
 

Viewers also liked

PTC'14 Presentation by Steve Wilcox: “The Role IXPs and Peering Play in the E...
PTC'14 Presentation by Steve Wilcox: “The Role IXPs and Peering Play in the E...PTC'14 Presentation by Steve Wilcox: “The Role IXPs and Peering Play in the E...
PTC'14 Presentation by Steve Wilcox: “The Role IXPs and Peering Play in the E...Nicole White
 
Rise of Network Virtualization
Rise of Network VirtualizationRise of Network Virtualization
Rise of Network VirtualizationArinto Murdopo
 
Remote Internet Peering Vs IP Transit: A Shift in Internet Architecture
Remote Internet Peering Vs IP Transit: A Shift in Internet ArchitectureRemote Internet Peering Vs IP Transit: A Shift in Internet Architecture
Remote Internet Peering Vs IP Transit: A Shift in Internet ArchitectureRuth Plater
 
Peering in an IP World - Technology Requirements (3-nov, 2009)
Peering in an IP World - Technology Requirements (3-nov, 2009)Peering in an IP World - Technology Requirements (3-nov, 2009)
Peering in an IP World - Technology Requirements (3-nov, 2009)steve ulrich
 
How Internet Peering Improves Security
How Internet Peering Improves SecurityHow Internet Peering Improves Security
How Internet Peering Improves SecurityWilliam Norton
 
Internet peering, with annotations
Internet peering, with annotationsInternet peering, with annotations
Internet peering, with annotationsBrough Turner
 
Peering 101 and the peering simulation game
Peering 101 and the peering simulation gamePeering 101 and the peering simulation game
Peering 101 and the peering simulation gameInternet Society
 
Integrating multiple CDN providers at Etsy - Velocity Europe (London) 2013
Integrating multiple CDN providers at Etsy - Velocity Europe (London) 2013Integrating multiple CDN providers at Etsy - Velocity Europe (London) 2013
Integrating multiple CDN providers at Etsy - Velocity Europe (London) 2013Marcus Barczak
 
SDN, Network Virtualization and the Software Defined Data Center – Brad Hedlund
SDN, Network Virtualization and the Software Defined Data Center – Brad HedlundSDN, Network Virtualization and the Software Defined Data Center – Brad Hedlund
SDN, Network Virtualization and the Software Defined Data Center – Brad HedlundChef Software, Inc.
 
Importance of ip peering
Importance of ip peeringImportance of ip peering
Importance of ip peeringYoshiki Ishida
 
BGP Advance Technique by Steven & James
BGP Advance Technique by Steven & JamesBGP Advance Technique by Steven & James
BGP Advance Technique by Steven & JamesFebrian ‎
 
Content Delivery Network
Content Delivery NetworkContent Delivery Network
Content Delivery NetworkShiv Pandey
 

Viewers also liked (12)

PTC'14 Presentation by Steve Wilcox: “The Role IXPs and Peering Play in the E...
PTC'14 Presentation by Steve Wilcox: “The Role IXPs and Peering Play in the E...PTC'14 Presentation by Steve Wilcox: “The Role IXPs and Peering Play in the E...
PTC'14 Presentation by Steve Wilcox: “The Role IXPs and Peering Play in the E...
 
Rise of Network Virtualization
Rise of Network VirtualizationRise of Network Virtualization
Rise of Network Virtualization
 
Remote Internet Peering Vs IP Transit: A Shift in Internet Architecture
Remote Internet Peering Vs IP Transit: A Shift in Internet ArchitectureRemote Internet Peering Vs IP Transit: A Shift in Internet Architecture
Remote Internet Peering Vs IP Transit: A Shift in Internet Architecture
 
Peering in an IP World - Technology Requirements (3-nov, 2009)
Peering in an IP World - Technology Requirements (3-nov, 2009)Peering in an IP World - Technology Requirements (3-nov, 2009)
Peering in an IP World - Technology Requirements (3-nov, 2009)
 
How Internet Peering Improves Security
How Internet Peering Improves SecurityHow Internet Peering Improves Security
How Internet Peering Improves Security
 
Internet peering, with annotations
Internet peering, with annotationsInternet peering, with annotations
Internet peering, with annotations
 
Peering 101 and the peering simulation game
Peering 101 and the peering simulation gamePeering 101 and the peering simulation game
Peering 101 and the peering simulation game
 
Integrating multiple CDN providers at Etsy - Velocity Europe (London) 2013
Integrating multiple CDN providers at Etsy - Velocity Europe (London) 2013Integrating multiple CDN providers at Etsy - Velocity Europe (London) 2013
Integrating multiple CDN providers at Etsy - Velocity Europe (London) 2013
 
SDN, Network Virtualization and the Software Defined Data Center – Brad Hedlund
SDN, Network Virtualization and the Software Defined Data Center – Brad HedlundSDN, Network Virtualization and the Software Defined Data Center – Brad Hedlund
SDN, Network Virtualization and the Software Defined Data Center – Brad Hedlund
 
Importance of ip peering
Importance of ip peeringImportance of ip peering
Importance of ip peering
 
BGP Advance Technique by Steven & James
BGP Advance Technique by Steven & JamesBGP Advance Technique by Steven & James
BGP Advance Technique by Steven & James
 
Content Delivery Network
Content Delivery NetworkContent Delivery Network
Content Delivery Network
 

Similar to Mr Marcus Wiko Consult Peering Qos Price and Quality

Quantifying Skype User Satisfaction
Quantifying Skype User SatisfactionQuantifying Skype User Satisfaction
Quantifying Skype User SatisfactionAcademia Sinica
 
I Phone Presentation Jan Linden Gips
I Phone Presentation Jan Linden GipsI Phone Presentation Jan Linden Gips
I Phone Presentation Jan Linden Gipsrajivmordani
 
Voice Quality Metrics in VoIP
Voice Quality Metrics in VoIPVoice Quality Metrics in VoIP
Voice Quality Metrics in VoIPFraj Alshahibi
 
IEEE 1588 Timing for Mobile Backhaul_Webinar
IEEE 1588 Timing for Mobile Backhaul_WebinarIEEE 1588 Timing for Mobile Backhaul_Webinar
IEEE 1588 Timing for Mobile Backhaul_WebinarSymmetricomSYMM
 
First Operational Technology (OT) High Performance Messaging Patterns for Ent...
First Operational Technology (OT) High Performance Messaging Patterns for Ent...First Operational Technology (OT) High Performance Messaging Patterns for Ent...
First Operational Technology (OT) High Performance Messaging Patterns for Ent...Real-Time Innovations (RTI)
 
BT Represented at The Mobile VAS SUMMIT 2009 by Virtue Insight
BT Represented at The Mobile VAS SUMMIT 2009 by Virtue InsightBT Represented at The Mobile VAS SUMMIT 2009 by Virtue Insight
BT Represented at The Mobile VAS SUMMIT 2009 by Virtue InsightParitosh Sharma
 
CCNxCon2012: Session 3: NDN Applicability to V2V and V2R Networks
CCNxCon2012: Session 3: NDN Applicability to V2V and V2R NetworksCCNxCon2012: Session 3: NDN Applicability to V2V and V2R Networks
CCNxCon2012: Session 3: NDN Applicability to V2V and V2R NetworksPARC, a Xerox company
 
I Minds2009 Future Networks Prof Piet Demeester (Ibbt Ibcn U Gent)
I Minds2009 Future Networks  Prof  Piet Demeester (Ibbt Ibcn U Gent)I Minds2009 Future Networks  Prof  Piet Demeester (Ibbt Ibcn U Gent)
I Minds2009 Future Networks Prof Piet Demeester (Ibbt Ibcn U Gent)imec.archive
 
Iptv lecture 02-15-2013
Iptv lecture 02-15-2013Iptv lecture 02-15-2013
Iptv lecture 02-15-2013annop_moo
 
Going Mobile with Volicon, Anytime, Anywhere
Going Mobile with Volicon, Anytime, AnywhereGoing Mobile with Volicon, Anytime, Anywhere
Going Mobile with Volicon, Anytime, AnywhereVolicon
 
Russian broadband market survey 20070418
Russian broadband market survey 20070418Russian broadband market survey 20070418
Russian broadband market survey 20070418Serena Cheng
 
Iptv Third Wave Revenue Telco (Henri Setiawan)
Iptv   Third Wave Revenue Telco (Henri Setiawan)Iptv   Third Wave Revenue Telco (Henri Setiawan)
Iptv Third Wave Revenue Telco (Henri Setiawan)Henri Setiawan
 
NETFLOW ANALYZER 9600 - AN OVERVIEW
NETFLOW ANALYZER 9600 - AN OVERVIEWNETFLOW ANALYZER 9600 - AN OVERVIEW
NETFLOW ANALYZER 9600 - AN OVERVIEWNetFlow Analyzer
 
IPTV, Internet Video and Adaptive Streaming Technologies
IPTV, Internet Video and Adaptive Streaming TechnologiesIPTV, Internet Video and Adaptive Streaming Technologies
IPTV, Internet Video and Adaptive Streaming TechnologiesCisco Canada
 
IBM Business Analytics and Optimization - Traffic Management with IBM InfoSph...
IBM Business Analytics and Optimization - Traffic Management with IBM InfoSph...IBM Business Analytics and Optimization - Traffic Management with IBM InfoSph...
IBM Business Analytics and Optimization - Traffic Management with IBM InfoSph...IBM Sverige
 
Intoto Linley Tech Utm Architecture Presentation
Intoto Linley Tech Utm Architecture PresentationIntoto Linley Tech Utm Architecture Presentation
Intoto Linley Tech Utm Architecture Presentationsaddepalli
 

Similar to Mr Marcus Wiko Consult Peering Qos Price and Quality (20)

Quantifying Skype User Satisfaction
Quantifying Skype User SatisfactionQuantifying Skype User Satisfaction
Quantifying Skype User Satisfaction
 
I Phone Presentation Jan Linden Gips
I Phone Presentation Jan Linden GipsI Phone Presentation Jan Linden Gips
I Phone Presentation Jan Linden Gips
 
Voice Quality Metrics in VoIP
Voice Quality Metrics in VoIPVoice Quality Metrics in VoIP
Voice Quality Metrics in VoIP
 
IEEE 1588 Timing for Mobile Backhaul_Webinar
IEEE 1588 Timing for Mobile Backhaul_WebinarIEEE 1588 Timing for Mobile Backhaul_Webinar
IEEE 1588 Timing for Mobile Backhaul_Webinar
 
First Operational Technology (OT) High Performance Messaging Patterns for Ent...
First Operational Technology (OT) High Performance Messaging Patterns for Ent...First Operational Technology (OT) High Performance Messaging Patterns for Ent...
First Operational Technology (OT) High Performance Messaging Patterns for Ent...
 
BT Represented at The Mobile VAS SUMMIT 2009 by Virtue Insight
BT Represented at The Mobile VAS SUMMIT 2009 by Virtue InsightBT Represented at The Mobile VAS SUMMIT 2009 by Virtue Insight
BT Represented at The Mobile VAS SUMMIT 2009 by Virtue Insight
 
CCNxCon2012: Session 3: NDN Applicability to V2V and V2R Networks
CCNxCon2012: Session 3: NDN Applicability to V2V and V2R NetworksCCNxCon2012: Session 3: NDN Applicability to V2V and V2R Networks
CCNxCon2012: Session 3: NDN Applicability to V2V and V2R Networks
 
I Minds2009 Future Networks Prof Piet Demeester (Ibbt Ibcn U Gent)
I Minds2009 Future Networks  Prof  Piet Demeester (Ibbt Ibcn U Gent)I Minds2009 Future Networks  Prof  Piet Demeester (Ibbt Ibcn U Gent)
I Minds2009 Future Networks Prof Piet Demeester (Ibbt Ibcn U Gent)
 
Iptv lecture 02-15-2013
Iptv lecture 02-15-2013Iptv lecture 02-15-2013
Iptv lecture 02-15-2013
 
Going Mobile with Volicon, Anytime, Anywhere
Going Mobile with Volicon, Anytime, AnywhereGoing Mobile with Volicon, Anytime, Anywhere
Going Mobile with Volicon, Anytime, Anywhere
 
Russian broadband market survey 20070418
Russian broadband market survey 20070418Russian broadband market survey 20070418
Russian broadband market survey 20070418
 
10 fn s15
10 fn s1510 fn s15
10 fn s15
 
10 fn s15
10 fn s1510 fn s15
10 fn s15
 
Iptv Third Wave Revenue Telco (Henri Setiawan)
Iptv   Third Wave Revenue Telco (Henri Setiawan)Iptv   Third Wave Revenue Telco (Henri Setiawan)
Iptv Third Wave Revenue Telco (Henri Setiawan)
 
NETFLOW ANALYZER 9600 - AN OVERVIEW
NETFLOW ANALYZER 9600 - AN OVERVIEWNETFLOW ANALYZER 9600 - AN OVERVIEW
NETFLOW ANALYZER 9600 - AN OVERVIEW
 
Unified MPLS
Unified MPLSUnified MPLS
Unified MPLS
 
IPTV, Internet Video and Adaptive Streaming Technologies
IPTV, Internet Video and Adaptive Streaming TechnologiesIPTV, Internet Video and Adaptive Streaming Technologies
IPTV, Internet Video and Adaptive Streaming Technologies
 
IBM Business Analytics and Optimization - Traffic Management with IBM InfoSph...
IBM Business Analytics and Optimization - Traffic Management with IBM InfoSph...IBM Business Analytics and Optimization - Traffic Management with IBM InfoSph...
IBM Business Analytics and Optimization - Traffic Management with IBM InfoSph...
 
Intoto Linley Tech Utm Architecture Presentation
Intoto Linley Tech Utm Architecture PresentationIntoto Linley Tech Utm Architecture Presentation
Intoto Linley Tech Utm Architecture Presentation
 
New Convergence
New ConvergenceNew Convergence
New Convergence
 

More from IDATE DigiWorld

DWS19 Seminaire Healthcare William Rolland SNITEM
DWS19 Seminaire Healthcare William Rolland SNITEMDWS19 Seminaire Healthcare William Rolland SNITEM
DWS19 Seminaire Healthcare William Rolland SNITEMIDATE DigiWorld
 
DWS19 Séminaire Healthcare William Rolland SNITEM
DWS19 Séminaire Healthcare William Rolland SNITEMDWS19 Séminaire Healthcare William Rolland SNITEM
DWS19 Séminaire Healthcare William Rolland SNITEMIDATE DigiWorld
 
DWS19 Séminaire Healthcare Pascale Sauvage ASIP
DWS19 Séminaire Healthcare Pascale Sauvage ASIPDWS19 Séminaire Healthcare Pascale Sauvage ASIP
DWS19 Séminaire Healthcare Pascale Sauvage ASIPIDATE DigiWorld
 
DWSPR19 Séminaire E-Santé 180419 - Alexandra MESNER - WiStim
DWSPR19 Séminaire E-Santé 180419 - Alexandra MESNER - WiStimDWSPR19 Séminaire E-Santé 180419 - Alexandra MESNER - WiStim
DWSPR19 Séminaire E-Santé 180419 - Alexandra MESNER - WiStimIDATE DigiWorld
 
DWSPR19 Séminaire E-Santé 180419 - Innovation Stories - Jean-François GAUDY -...
DWSPR19 Séminaire E-Santé 180419 - Innovation Stories - Jean-François GAUDY -...DWSPR19 Séminaire E-Santé 180419 - Innovation Stories - Jean-François GAUDY -...
DWSPR19 Séminaire E-Santé 180419 - Innovation Stories - Jean-François GAUDY -...IDATE DigiWorld
 
DWSPR19 170419 Séminaire Maison connectee - Les enjeux du foyer - Malo DEPINC...
DWSPR19 170419 Séminaire Maison connectee - Les enjeux du foyer - Malo DEPINC...DWSPR19 170419 Séminaire Maison connectee - Les enjeux du foyer - Malo DEPINC...
DWSPR19 170419 Séminaire Maison connectee - Les enjeux du foyer - Malo DEPINC...IDATE DigiWorld
 
DWSPR19 Sessions plenieres 17042019 - 5G - Thierry BOISNON - Nokia
DWSPR19 Sessions plenieres 17042019 - 5G - Thierry BOISNON - Nokia DWSPR19 Sessions plenieres 17042019 - 5G - Thierry BOISNON - Nokia
DWSPR19 Sessions plenieres 17042019 - 5G - Thierry BOISNON - Nokia IDATE DigiWorld
 
DWSPR19 Sessions plenieres 17042019 - Arrivee de la 5G : Much ado about nothi...
DWSPR19 Sessions plenieres 17042019 - Arrivee de la 5G : Much ado about nothi...DWSPR19 Sessions plenieres 17042019 - Arrivee de la 5G : Much ado about nothi...
DWSPR19 Sessions plenieres 17042019 - Arrivee de la 5G : Much ado about nothi...IDATE DigiWorld
 
DWSPR19 Sessions plenieres 17042019 - IA : quelle posture ethique et technolo...
DWSPR19 Sessions plenieres 17042019 - IA : quelle posture ethique et technolo...DWSPR19 Sessions plenieres 17042019 - IA : quelle posture ethique et technolo...
DWSPR19 Sessions plenieres 17042019 - IA : quelle posture ethique et technolo...IDATE DigiWorld
 
DWSPR19 Sessions plenieres 17042019 - Enjeux anthropologiques et strategique...
DWSPR19  Sessions plenieres 17042019 - Enjeux anthropologiques et strategique...DWSPR19  Sessions plenieres 17042019 - Enjeux anthropologiques et strategique...
DWSPR19 Sessions plenieres 17042019 - Enjeux anthropologiques et strategique...IDATE DigiWorld
 
DWSPR19 18042019 - Smart Ageing - Pauline MORNET - IDATE DigiWorld
DWSPR19 18042019 - Smart Ageing - Pauline MORNET - IDATE DigiWorldDWSPR19 18042019 - Smart Ageing - Pauline MORNET - IDATE DigiWorld
DWSPR19 18042019 - Smart Ageing - Pauline MORNET - IDATE DigiWorldIDATE DigiWorld
 
DWSPR19 18042019 Philippe BAUDOUIN et Anne CAUSSE - Cohésion territoriale et ...
DWSPR19 18042019 Philippe BAUDOUIN et Anne CAUSSE - Cohésion territoriale et ...DWSPR19 18042019 Philippe BAUDOUIN et Anne CAUSSE - Cohésion territoriale et ...
DWSPR19 18042019 Philippe BAUDOUIN et Anne CAUSSE - Cohésion territoriale et ...IDATE DigiWorld
 
DWSPR19 18042019 Cohesion territoriale et digital - Pierre-Michel ATTALI - ID...
DWSPR19 18042019 Cohesion territoriale et digital - Pierre-Michel ATTALI - ID...DWSPR19 18042019 Cohesion territoriale et digital - Pierre-Michel ATTALI - ID...
DWSPR19 18042019 Cohesion territoriale et digital - Pierre-Michel ATTALI - ID...IDATE DigiWorld
 
IDATE DigiWorld - Autonomous Cars Antoine Klifa
IDATE DigiWorld - Autonomous Cars Antoine KlifaIDATE DigiWorld - Autonomous Cars Antoine Klifa
IDATE DigiWorld - Autonomous Cars Antoine KlifaIDATE DigiWorld
 
IDATE DigiWorld - From LTE to 5G keypoints
IDATE DigiWorld - From LTE to 5G keypointsIDATE DigiWorld - From LTE to 5G keypoints
IDATE DigiWorld - From LTE to 5G keypointsIDATE DigiWorld
 
DWS17 - Plenary session: Big strategic Bets - Andres LINDLAD - Accenture
DWS17 - Plenary session: Big strategic Bets - Andres LINDLAD - AccentureDWS17 - Plenary session: Big strategic Bets - Andres LINDLAD - Accenture
DWS17 - Plenary session: Big strategic Bets - Andres LINDLAD - AccentureIDATE DigiWorld
 
DWS17 - Plenary Session : Technological Bets - Vincent BONNEAU - IDATE Digiworld
DWS17 - Plenary Session : Technological Bets - Vincent BONNEAU - IDATE DigiworldDWS17 - Plenary Session : Technological Bets - Vincent BONNEAU - IDATE Digiworld
DWS17 - Plenary Session : Technological Bets - Vincent BONNEAU - IDATE DigiworldIDATE DigiWorld
 
DWS17 - Keynote - Sebastien SORIANO - Arcep
DWS17 - Keynote - Sebastien SORIANO - ArcepDWS17 - Keynote - Sebastien SORIANO - Arcep
DWS17 - Keynote - Sebastien SORIANO - ArcepIDATE DigiWorld
 
DWS17 - Smart Mobility seminar - Samuel ROPERT - IDATE Digiworld
DWS17 - Smart Mobility seminar - Samuel ROPERT - IDATE DigiworldDWS17 - Smart Mobility seminar - Samuel ROPERT - IDATE Digiworld
DWS17 - Smart Mobility seminar - Samuel ROPERT - IDATE DigiworldIDATE DigiWorld
 
DWS17 - Investment and digital infrastructure seminar - Roland MONTAGNE - ID...
DWS17 - Investment and digital infrastructure seminar - Roland MONTAGNE -  ID...DWS17 - Investment and digital infrastructure seminar - Roland MONTAGNE -  ID...
DWS17 - Investment and digital infrastructure seminar - Roland MONTAGNE - ID...IDATE DigiWorld
 

More from IDATE DigiWorld (20)

DWS19 Seminaire Healthcare William Rolland SNITEM
DWS19 Seminaire Healthcare William Rolland SNITEMDWS19 Seminaire Healthcare William Rolland SNITEM
DWS19 Seminaire Healthcare William Rolland SNITEM
 
DWS19 Séminaire Healthcare William Rolland SNITEM
DWS19 Séminaire Healthcare William Rolland SNITEMDWS19 Séminaire Healthcare William Rolland SNITEM
DWS19 Séminaire Healthcare William Rolland SNITEM
 
DWS19 Séminaire Healthcare Pascale Sauvage ASIP
DWS19 Séminaire Healthcare Pascale Sauvage ASIPDWS19 Séminaire Healthcare Pascale Sauvage ASIP
DWS19 Séminaire Healthcare Pascale Sauvage ASIP
 
DWSPR19 Séminaire E-Santé 180419 - Alexandra MESNER - WiStim
DWSPR19 Séminaire E-Santé 180419 - Alexandra MESNER - WiStimDWSPR19 Séminaire E-Santé 180419 - Alexandra MESNER - WiStim
DWSPR19 Séminaire E-Santé 180419 - Alexandra MESNER - WiStim
 
DWSPR19 Séminaire E-Santé 180419 - Innovation Stories - Jean-François GAUDY -...
DWSPR19 Séminaire E-Santé 180419 - Innovation Stories - Jean-François GAUDY -...DWSPR19 Séminaire E-Santé 180419 - Innovation Stories - Jean-François GAUDY -...
DWSPR19 Séminaire E-Santé 180419 - Innovation Stories - Jean-François GAUDY -...
 
DWSPR19 170419 Séminaire Maison connectee - Les enjeux du foyer - Malo DEPINC...
DWSPR19 170419 Séminaire Maison connectee - Les enjeux du foyer - Malo DEPINC...DWSPR19 170419 Séminaire Maison connectee - Les enjeux du foyer - Malo DEPINC...
DWSPR19 170419 Séminaire Maison connectee - Les enjeux du foyer - Malo DEPINC...
 
DWSPR19 Sessions plenieres 17042019 - 5G - Thierry BOISNON - Nokia
DWSPR19 Sessions plenieres 17042019 - 5G - Thierry BOISNON - Nokia DWSPR19 Sessions plenieres 17042019 - 5G - Thierry BOISNON - Nokia
DWSPR19 Sessions plenieres 17042019 - 5G - Thierry BOISNON - Nokia
 
DWSPR19 Sessions plenieres 17042019 - Arrivee de la 5G : Much ado about nothi...
DWSPR19 Sessions plenieres 17042019 - Arrivee de la 5G : Much ado about nothi...DWSPR19 Sessions plenieres 17042019 - Arrivee de la 5G : Much ado about nothi...
DWSPR19 Sessions plenieres 17042019 - Arrivee de la 5G : Much ado about nothi...
 
DWSPR19 Sessions plenieres 17042019 - IA : quelle posture ethique et technolo...
DWSPR19 Sessions plenieres 17042019 - IA : quelle posture ethique et technolo...DWSPR19 Sessions plenieres 17042019 - IA : quelle posture ethique et technolo...
DWSPR19 Sessions plenieres 17042019 - IA : quelle posture ethique et technolo...
 
DWSPR19 Sessions plenieres 17042019 - Enjeux anthropologiques et strategique...
DWSPR19  Sessions plenieres 17042019 - Enjeux anthropologiques et strategique...DWSPR19  Sessions plenieres 17042019 - Enjeux anthropologiques et strategique...
DWSPR19 Sessions plenieres 17042019 - Enjeux anthropologiques et strategique...
 
DWSPR19 18042019 - Smart Ageing - Pauline MORNET - IDATE DigiWorld
DWSPR19 18042019 - Smart Ageing - Pauline MORNET - IDATE DigiWorldDWSPR19 18042019 - Smart Ageing - Pauline MORNET - IDATE DigiWorld
DWSPR19 18042019 - Smart Ageing - Pauline MORNET - IDATE DigiWorld
 
DWSPR19 18042019 Philippe BAUDOUIN et Anne CAUSSE - Cohésion territoriale et ...
DWSPR19 18042019 Philippe BAUDOUIN et Anne CAUSSE - Cohésion territoriale et ...DWSPR19 18042019 Philippe BAUDOUIN et Anne CAUSSE - Cohésion territoriale et ...
DWSPR19 18042019 Philippe BAUDOUIN et Anne CAUSSE - Cohésion territoriale et ...
 
DWSPR19 18042019 Cohesion territoriale et digital - Pierre-Michel ATTALI - ID...
DWSPR19 18042019 Cohesion territoriale et digital - Pierre-Michel ATTALI - ID...DWSPR19 18042019 Cohesion territoriale et digital - Pierre-Michel ATTALI - ID...
DWSPR19 18042019 Cohesion territoriale et digital - Pierre-Michel ATTALI - ID...
 
IDATE DigiWorld - Autonomous Cars Antoine Klifa
IDATE DigiWorld - Autonomous Cars Antoine KlifaIDATE DigiWorld - Autonomous Cars Antoine Klifa
IDATE DigiWorld - Autonomous Cars Antoine Klifa
 
IDATE DigiWorld - From LTE to 5G keypoints
IDATE DigiWorld - From LTE to 5G keypointsIDATE DigiWorld - From LTE to 5G keypoints
IDATE DigiWorld - From LTE to 5G keypoints
 
DWS17 - Plenary session: Big strategic Bets - Andres LINDLAD - Accenture
DWS17 - Plenary session: Big strategic Bets - Andres LINDLAD - AccentureDWS17 - Plenary session: Big strategic Bets - Andres LINDLAD - Accenture
DWS17 - Plenary session: Big strategic Bets - Andres LINDLAD - Accenture
 
DWS17 - Plenary Session : Technological Bets - Vincent BONNEAU - IDATE Digiworld
DWS17 - Plenary Session : Technological Bets - Vincent BONNEAU - IDATE DigiworldDWS17 - Plenary Session : Technological Bets - Vincent BONNEAU - IDATE Digiworld
DWS17 - Plenary Session : Technological Bets - Vincent BONNEAU - IDATE Digiworld
 
DWS17 - Keynote - Sebastien SORIANO - Arcep
DWS17 - Keynote - Sebastien SORIANO - ArcepDWS17 - Keynote - Sebastien SORIANO - Arcep
DWS17 - Keynote - Sebastien SORIANO - Arcep
 
DWS17 - Smart Mobility seminar - Samuel ROPERT - IDATE Digiworld
DWS17 - Smart Mobility seminar - Samuel ROPERT - IDATE DigiworldDWS17 - Smart Mobility seminar - Samuel ROPERT - IDATE Digiworld
DWS17 - Smart Mobility seminar - Samuel ROPERT - IDATE Digiworld
 
DWS17 - Investment and digital infrastructure seminar - Roland MONTAGNE - ID...
DWS17 - Investment and digital infrastructure seminar - Roland MONTAGNE -  ID...DWS17 - Investment and digital infrastructure seminar - Roland MONTAGNE -  ID...
DWS17 - Investment and digital infrastructure seminar - Roland MONTAGNE - ID...
 

Recently uploaded

Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountPuma Security, LLC
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 3652toLead Limited
 
Artificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraArtificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraDeakin University
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsMemoori
 
Maximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxMaximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxOnBoard
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Alan Dix
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitecturePixlogix Infotech
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxMalak Abu Hammad
 
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhisoniya singh
 
Pigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Allon Mureinik
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonetsnaman860154
 
Key Features Of Token Development (1).pptx
Key  Features Of Token  Development (1).pptxKey  Features Of Token  Development (1).pptx
Key Features Of Token Development (1).pptxLBM Solutions
 
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...HostedbyConfluent
 
Snow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter RoadsSnow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter RoadsHyundai Motor Group
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
Azure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAzure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAndikSusilo4
 

Recently uploaded (20)

Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path Mount
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
 
Artificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraArtificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning era
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial Buildings
 
Maximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxMaximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptx
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC Architecture
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptx
 
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
 
Pigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food Manufacturing
 
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptxE-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
Key Features Of Token Development (1).pptx
Key  Features Of Token  Development (1).pptxKey  Features Of Token  Development (1).pptx
Key Features Of Token Development (1).pptx
 
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
 
Snow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter RoadsSnow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter Roads
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
Azure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAzure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & Application
 

Mr Marcus Wiko Consult Peering Qos Price and Quality

  • 1. Peering, QoS, and Price and Quality Differentiation J. Scott Marcus, Director IDATE, Montpellier, 16 November 2011 0
  • 2. Peering, QoS, and Price and Quality Differentiation • Peering, transit, Internet access • Quality of Service (QoS) • The economics of discrimination • Traffic, costs, prices • Concluding observations 1 Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
  • 3. Peering, transit, and Internet access (1) • Transit - The customer pays the transit provider to provide connectivity to substantially all of the Internet. - Essentially the same service is provided to consumers, enterprises, ISPs, content providers, and application service providers. • Peering - Two ISPs exchange traffic of their customers (and customers of their customers). - Often, but not always, done without charge. • Variants of both exist. 2 Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
  • 4. Peering, transit, and Internet access (2) Peering Peering ISP A ISP B ISP C 3 ISP A2 ISP B1 ISP C2 ISP A1 ISP C1 ISP A1a ISP C1b ISP C1a ISP A1b ISP A2 3 Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
  • 5. Peering, transit, and Internet access (3) • Meanwhile, unit prices for global transit are declining rapidly. • This decline reflects not only equipment costs but also circuits (over land and under water). • Labour and other OPEX elements play only a small role, since they depend mostly on the number of subscribers. Source: Telegeography (2011), WIK calculations. 4 Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
  • 6. Peering, transit, and Internet access (4) Shortest exit routing Backbone ISP New York Peering Chicago Peering Point San Francisco Washington DC Point Los Angeles Atlanta Dallas Web Site Backbone ISP Copyright (c) 1999 by Addison Wesley Longman, Inc. All rights reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted, in any form or by any means, electronic, mechanical, photocopying, recording, or otherwise, without the prior consent of the publisher. 5 Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
  • 7. Quality of Service (QoS) (1) General Applications Gaming Applications Stringent Latency Requirements Stringent Latency Requirements high Video high VoIP Telephony sports, racing, shooter Channel Surfing Audio role-playing IRC Streaming Video cards, Streaming Browsing, board games strategy Shopping, low Banking Email low FTP low high low high Bandwidth Requirements Bandwidth Requirements • Real time bidirectional audio or video: stringent requirements • Email: liberal requirements • Streamed audio and video: liberal requirements (channel surfing?) 6 Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
  • 8. Quality of Service (QoS) (2) • Voice drives revenue, but is a declining fraction of traffic. • Concerns have been voiced in recent years over the explosion of video traffic over the Internet, and its implications for network cost. Source: Cisco (2011). 7 Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
  • 9. Quality of Service (QoS) (3) M/G/1 Queuing Delay (155 Mbps Link) 350.00 300.00 Coefficient of Variation 250.00 0.00 Wait Time (microseconds) 0.50 200.00 1.00 1.10 1.20 150.00 1.50 2.00 100.00 50.00 - 0.10 0.20 0.30 0.40 0.50 0.60 0.70 0.80 0.90 Utilization (rho) M/G/1 queueing analysis of the performance of a single link (with clocking delay of 50 μsecs (284 byte packets) and a 155 Mbps link) 8 Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
  • 10. Quality of Service (QoS) (4) • Per-hop delay, even at 90% load, is about 1,000 times less than the 150 millisecond delay “budget” for real-time bidirectional voice. • IMPLICATION: Most of the time, and under normal conditions, variable delay in the core of the network is unlikely to be perceptible to the users of VoIP or other delay-sensitive applications. • FURTHER IMPLICATION: Consumers will not willingly pay a large premium for a performance difference that they cannot perceive. • Packet delay is more likely to be an issue: - For slower circuits at the edge of the network - For shared circuits (e.g. cable modem services) - When one or more circuits are saturated - When one or more components have failed - When a force majeure incident has occurred 9 Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
  • 11. Quality of Service (QoS) (5) • Although the technology is reasonably straightforward, little practical experience in enforcing QoS across IP-based networks. • It is not due to a lack of standards – there are too many standards, not too few. • Classic problem of introducing change into a technological environment: - Network effects – no value until enough of the market has switched. - Long, complex value chains. - Costs and complexity of transition. • Analogous problems have slowed IPv6 and DNSSEC. 10 Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
  • 12. Quality of Service (QoS) (6) • Efforts to extend Quality of Service (QoS) across network operators have failed to catch fire for many reasons: - Scale: Bilateral peering arrangements will tend to be acceptable to both network operators only when the networks are of similar scale, or more precisely when both networks can be expected to be subject to similar cost drivers for carrying their respective traffic. - Traffic balance: Where traffic is significantly asymmetric, cost drivers are likely to also be asymmetric. - Monitoring and management: There are many practical challenges in determining whether each network operator has in fact delivered the QoS that it committed to deliver. - Financial arrangements: There has been no agreement as to how financial arrangements should work. In particular, there has been enormous reluctance on the part of network operators to accept financial penalties for failing to meet quality standards. 11 Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
  • 13. Quality of Service (QoS) (7) • Many efforts over the years to define inter-provider QoS standards. • One of the best and most practical was organised by MIT, with substantial industry participation. • The following values from the MIT white paper would appear to be resonable for IP interconnection suitable for real time bidirectional voice: Delay: 100 msec Delay Variance: 50 msec IPPM Loss Ratio: 1 x 10-3 (One Way Packet Loss) • The MIT WG white paper also explains how to measure these, and how to allocate end-to-end requirements to multiple networks. IPPM probes could be suitable. • A challenge: No network operator will want another to operate probes within its network. 12 Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
  • 14. Quality of Service (QoS) (8) • As part of the functional/operational separation of Telecom New Zealand, there were commitments - To interconnect with competitors using IP - To support a suitable QoS for VoIP in those interconnections • The first of these is in place. • For the second, Telecom New Zealand made a quite interesting proposal, based on their methodology for the first of these. 13 Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
  • 15. Quality differentiation and network neutrality • Quality differentiation • Economic foreclosure • Two-sided (or multi-sided) markets 14
  • 16. Quality differentiation • Quality differentiation and price differentiation are well understood practices. • In the absence of anticompetitive discrimination, differentiation generally benefits both producers and consumers. • We typically do not consider it problematic if an airline or rail service offers us a choice between first class and second class seats. 15
  • 17. Economic foreclosure • When a producer with market power in one market segment attempts to project that market Google power into upstream or downstream segments that User would otherwise be competitive, Yahoo Commercial Broadband ISP ISP that constitutes economic foreclosure. Bing • Foreclosure harms consumers, and imposes an overall socio- economic deadweight loss on society. 16
  • 18. Two-sided markets • The Internet can be thought of as a two-sided market, with network operators serving as a Google platform connecting providers of content (e.g. web sites) with User consumers. Yahoo Commercial Broadband ISP ISP • Under this view, some disputes Bing are simply about how costs and profits should be divided between the network operators and the two (or more) sides of the market. 17
  • 19. Traffic, costs, prices, and profitability (1) • A.T. Kearney (2010): “Internet traffic is exploding in an unprecedented way due to increasing use of video. Costs for network operators are sky- rocketing, even under existing technology and even without considering the huge investments needed for fibre-based Next Generation Access. Due to market defects, there is no way to make consumers shoulder the cost of the increased bandwidth; thus, it will soon become necessary for firms that provide content to pay for the network for the first time, much as content and advertising typically pay for over-the-air broadcast television.” • Intuitive? Satisfying? Plausible? 18 Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
  • 20. Traffic, costs, prices, and profitability (2) • Traffic growth is largely a function of: - an increase in the number of subscribers, and - an increase in traffic per subscriber. • Some costs are largely driven by the number of subscribers, and are largely independent of usage per subscriber. • Unit costs for network equipment in the core and concentration networks (including routers and optoelectronics), where costs are usage-dependent, are declining at a rate comparable to that of Internet traffic increase per user in the fixed network. This can be viewed as an example of Moore‟s Law. • Cost per customer and revenue per customer in the fixed network remain in balance, despite the increase in traffic. 19 Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
  • 21. Traffic, costs, prices, and profitability (3) • The core network is about 7% of total cost, the concentration network about 6%. • Both benefit from these technological enhancements. Monthly cost of a bundled DSL broadband/voice service (BNetzA 2009) Wholesale price ULL Provision 6% Monthly rental ULL 21% Cost of DSLAM Cost of splitter 31% Transport in concentration network 9% Transport IP backbone network Collocation 3% 7% Usage dependent cost telephony 6% 14% Customer acquisition, maintenance, common cost, billing, bad debt 3% Source: German BNetzA (2009). 20 Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
  • 22. Traffic, costs, prices, and profitability (4) Fixed Data Traffic 40000 Traffic is indeed increasing in both 35000 the fixed and the mobile networks. 30000 Data traffic/month (PB) Middle East and Africa 25000 Latin America Japan 20000 Asia Pacific 15000 North America Central Eastern Europe 10000 Western Europe 5000 0 2006 2007 2008 2009 2010 2011* 2012* Mobile Data Traffic 1400 1200 Source: Cisco (2011), WIK calculations. Data traffic/month (PB) 1000 Middle East and Africa Latin America 800 Japan Asia Pacific 600 North America 400 Central Eastern Europe Western Europe 200 0 2006 2007 2008 2009 2010 2011* 2012* 21 Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
  • 23. Traffic, costs, prices, and profitability (5) • However, the rate of growth in percentage terms is declining over time. Source: Cisco (2011), WIK calculations. 22 Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
  • 24. Traffic, costs, prices, and profitability (6) 20,000 $25.00 18,000 16,000 $20.00 Here we have the shipment 14,000 12,000 $15.00 quantities in Mbps and the price 10,000 8,000 $10.00 per Mbps (USD) for high end 6,000 4,000 $5.00 routers and for long haul DWDM 2,000 0 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 $0.00 optoelectronic equipment. Worldwide high end router capacity shipped (Mbps) Price per Mbps (USD) These are among the key cost drivers for Internet core and 7,000 $7.00 aggregation networks. 6,000 $6.00 5,000 $5.00 The growth in shipments generally 4,000 $4.00 tracks the Cisco projections. 3,000 $3.00 2,000 $2.00 The growth in shipment volume 1,000 $1.00 does not equate to a growth in 0 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 $0.00 costs, because the decline in unit Worldwide long haul DWDM capacity shipped (Mbps) Price per Mbps (USD) costs is nearly in balance with it. Source: Dell‟Oro (2011), WIK calculations. 23 Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
  • 25. Traffic, costs, prices, and profitability (7) • The trend in underlying equipment costs (and many other costs) tracks subscribership and revenue, not with the volume of traffic. 2,000 1,800 1,600 1,400 1,200 1,000 800 600 400 200 - 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 IP traffic Fixed BB subscribers SP Edge total revenue SP Core total revenue DWDM Long Haul total revenue WDM Metro total revenue Source: Dell„Oro (2011), Cisco (2011), WIK calculations. 24 Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
  • 26. Concluding observations • In competitive markets, quality differentiation typically benefits both suppliers and producers. • Beware quick fixes! If a solution seems too good to be true, it probably is. • Market mechanisms often reach better solutions than well intentioned policymakers. 25 Peering, QoS, and Price and Quality Differentiation: IDATE, Montpellier, 16 November 2011
  • 27. wik-Consult GmbH Postfach 2000 53588 Bad Honnef Tel 02224-9225-0 Fax 02224-9225-68 eMail info@wik-consult.com www.wik-consult.com