Telektronikk 2/3.2001
1 Introduction
The traditional Internet provides an unreliable
best-effort packet delivery. Packets can be lost,
errored, duplicated and delivered out-of-order.
The packet delivery is characterized by the
absence of service guarantees and fairness. New
emerging applications with the need for end-to-
end performance guarantees drive the introduc-
tion of service differentiation in IP networks.
Examples of these applications are IP telephony,
network games, audio and video streaming. The
introduction of service differentiation in IP net-
works increases the importance of traffic mea-
surements. Traffic measurements are vital for
several areas including network management,
traffic engineering, charging and billing, and
monitoring of service level agreements.
1.1 Actors Involved in Traffic
Measurements
Actors interested in collecting measurement data
are end-users, network providers, service and
content providers, vendors and researchers. The
respective actors have various perspectives and
needs of traffic measurements on various time-
scales. The time-scales may be classified as
short (seconds – minutes – hours), medium
(days – weeks) and long (months – years).
End-users need to gather measurement data to
ensure that the IP services they receive from
their service providers meet the agreed levels of
service. In the coming years as service differen-
tiation is introduced, traffic measurements will
play a major part in evaluating service quality
versus price for services an end-user receives.
The main focus of the end-user is end-to-end
performance of certain services where the net-
work is considered as a black box.
Network operators are focused on the network
domain under their management. Measurements
are important for the network operators both on
a day-to-day basis and for long term planning
and engineering. A network operator needs to
perform daily measurements to diagnose net-
work problems before they occur, perform trou-
bleshooting and solve network failures. Histori-
cal data form a foundation on which decisions
can be made. That is, planning, optimizing and
traffic engineering of the network domain. An
operator must also monitor performance to
ensure that the services delivered to peering net-
works, service and content providers, and end-
users meet the service level agreements. A net-
work operator will need information from peer-
ing networks in order to decide how to route
traffic of various service qualities. An end-to-
end path often crosses several network domains
and the end-to-end performance is beyond the
control of one individual network operator. Evi-
dently, efforts to both deliver and measure end-
to-end services require co-operation between
network operators, service providers and content
providers.
Service and content providers must rely on other
actors to provide end-to-end network services
for their customers. Thus, it is crucial for service
and content providers that their service level
agreements with other actors are fulfilled and
that the end-to-end services delivered satisfy the
QoS requirements of their customers. Service
and content providers can collect some measure-
ment data themselves, e.g. from service specific
equipment (Video on demand servers, VoIP
gateways, etc.), but depend on network
providers to measure network performance.
Traffic Measurements in IP Networks
BRYNJAR Å. VIKEN AND PEDER J. EMSTAD
There is an increasing need for traffic performance measurements in IP networks. The Internet has
become an important part of the communication infrastructure, and network operators and service
providers need to measure the flow of traffic. Today’s best effort networks give variable quality to users.
This may be alleviated in the near future offering differentiated services to the users. This article pre-
sents an overview of issues related to traffic measurements in IP networks, including characterization
of services, measures of interest, measurement methods, measurement infrastructures and post-pro-
cessing of measurement data. The main focus is on network-level performance measurements from
the perspective of a network operator. A novel model appropriate for precise and concise discussion
and definition of network level measurement issues is introduced and used to precisely describe net-
work-level performance metrics. A discussion of the implications on traffic measurements by introducing
means and mechanisms for service differentiation concludes the paper.
Dr.Ing. Peder J. Emstad (61) is
Professor at the Department of
Telematics at the Norwegian
University of Science and Tech-
nology. His research interests
are performance modelling and
analysis of communication net-
works and switching systems.
[email protected]
Brynjar Å. Viken (31) is
Research Scientist at Telenor
R&D, Trondheim. His research
interests are performance mea-
surements and analysis of com-
munication networks with a spe-
cial interest in IP networks. He is
currently pursuing a PhD at the
Norwegian University of Science
and Technology.
[email protected]
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