System identification: theory for the user
System identification: theory for the user
A delay-based approach for congestion avoidance in interconnected heterogeneous computer networks
ACM SIGCOMM Computer Communication Review
Characteristics of wide-area TCP/IP conversations
SIGCOMM '91 Proceedings of the conference on Communications architecture & protocols
TCP Vegas: new techniques for congestion detection and avoidance
SIGCOMM '94 Proceedings of the conference on Communications architectures, protocols and applications
End-to-end routing behavior in the Internet
Conference proceedings on Applications, technologies, architectures, and protocols for computer communications
End-to-end Internet packet dynamics
SIGCOMM '97 Proceedings of the ACM SIGCOMM '97 conference on Applications, technologies, architectures, and protocols for computer communication
On estimating end-to-end network path properties
Proceedings of the conference on Applications, technologies, architectures, and protocols for computer communication
Measurement-Based Modeling of Internet Round-Trip Time Dynamics Using System Identification
NETWORKING '02 Proceedings of the Second International IFIP-TC6 Networking Conference on Networking Technologies, Services, and Protocols; Performance of Computer and Communication Networks; and Mobile and Wireless Communications
Correlation of Packet Delay and Loss in the Internet TITLE2:
Correlation of Packet Delay and Loss in the Internet TITLE2:
Sting: a TCP-based network measurement tool
USITS'99 Proceedings of the 2nd conference on USENIX Symposium on Internet Technologies and Systems - Volume 2
SMAQ: a measurement-based tool for traffic modeling and queuing analysis. II. Network applications
IEEE Communications Magazine
The use of end-to-end multicast measurements for characterizing internal network behavior
IEEE Communications Magazine
Fast algorithms for measurement-based traffic modeling
IEEE Journal on Selected Areas in Communications
Measurement-Based Modeling of Internet Round-Trip Time Dynamics Using System Identification
NETWORKING '02 Proceedings of the Second International IFIP-TC6 Networking Conference on Networking Technologies, Services, and Protocols; Performance of Computer and Communication Networks; and Mobile and Wireless Communications
Exploiting adaptive window techniques to reduce TCP congestion in mobile peer networks
WCNC'09 Proceedings of the 2009 IEEE conference on Wireless Communications & Networking Conference
End-to-end quality of service seen by applications: A statistical learning approach
Computer Networks: The International Journal of Computer and Telecommunications Networking
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Understanding the end-to-end packet delay dynamic of the Internet is of crucialimportance since it directly affects the QoS (Quality of Servics) of realtime services, and it enables us to design an efficient congestion control mechanism. In this paper, we measure the round-trip time, and build a mathematical model representing its dynamics using system identification. We first measure as the input and output data for system identification, the packet inter-departure time from a source host and the corresponding round-trip time measured by the source host. ICMP (Internet Control Message Protocol) is utilized to measure the round-trip time for each packet. We next model the network,seen by a specific source host, a dynamic SISO (Single.Input and Single-Output) system. Using measurement results obtained from three different network configurations, we investigate how accurately the round-trip time dynamics of the Internet can be modeled with the sytem identification.