• DocumentCode
    1503927
  • Title

    Trajectory sampling for direct traffic observation

  • Author

    Duffield, N.G. ; Grossglauser, Matthias

  • Author_Institution
    AT&T Labs-Res., Florham Park, NJ, USA
  • Volume
    9
  • Issue
    3
  • fYear
    2001
  • fDate
    6/1/2001 12:00:00 AM
  • Firstpage
    280
  • Lastpage
    292
  • Abstract
    Traffic measurement is a critical component for the control and engineering of communication networks. We argue that traffic measurement should make it possible to obtain the spatial flow of traffic through the domain, i.e., the paths followed by packets between any ingress and egress point of the domain. Most resource allocation and capacity planning tasks can benefit from such information. Also, traffic measurements should be obtained without a routing model and without knowledge of network state. This allows the traffic measurement process to he resilient to network failures and state uncertainty. We propose a method that allows the direct inference of traffic flows through a domain by observing the trajectories of a subset of all packets traversing the network. The key advantages of the method are that (1) it does not rely on routing state; (2) its implementation cost is small; and (3) the measurement reporting traffic is modest and can be controlled precisely. The key idea of the method is to sample packets based on a hash function computed over the packet content. Using the same hash function will yield the same sample set of packets in the entire domain, and enables us to reconstruct packet trajectories
  • Keywords
    Internet; computer network management; cryptography; packet switching; signal reconstruction; signal sampling; telecommunication traffic; transport protocols; IP networks; Internet; QoS; capacity planning; communication networks control; communication networks engineering; direct traffic observation; hash function; implementation cost; measurement reporting traffic; network failures; packet content; packet sampling; packet trajectories reconstruction; packet transmission; quality of service; resource allocation; spatial traffic flow; state uncertainty; traffic measurement; trajectory sampling; Capacity planning; Communication networks; Communication system traffic control; Costs; Fluid flow measurement; Resource management; Routing; Sampling methods; Telecommunication traffic; Traffic control;
  • fLanguage
    English
  • Journal_Title
    Networking, IEEE/ACM Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6692
  • Type

    jour

  • DOI
    10.1109/90.929851
  • Filename
    929851