Internet Traces User Community

The Passive Measurement and Analysis team of NLANR MOAT at SDSC/UCSD invites Internet researchers to discuss the next generation of passive network measurements to be carried out in the High Performance (HPC) backbone networks.

Since 1995 the National Laboratory for Applied Network Research (NLANR) has been collecting IP packet header traces to support research in understanding the systemic nature of the Internet. The 12 sites chosen for capturing traffic traces are located at high-bandwidth interconnection points, typically access links from GigaPops to the vBNS core. The measurement strategy was defined as samples captured eight times a day for a defined length of time. Initially, this sampling interval was set to 2 minutes, today it is 90 seconds. The reason for the change was to limit the amount of data being captured per day. Today, the system collects between 1.5 and 3.2 Gigabytes of compressed data per day. The Network Analysis Infrastructure maintained by the MOAT team is designed as a service to the research public and allows for WWW access to all of the data being collected. The Datacube is an interface to search and browse trace data for specific metrics without having to download the large trace data files for detailed analysis.

Initially, the data collect systems (OC3MON) were based on inexpensive commodity hardware (PC's with FORE ATM NICs). Experience with those systems has highlighted some of the shortcomings in deploying standard network interface cards. NLANR has been vital in supporting the development of dedicated passive network measurement gear. As a result, the recent monitors in the PMA infrastructure support high-precision timestamping, syncronization of both cards for bidirectional capturing, OC3c and OC12c links with ATM and PoS encapsulation and the capability to syncronize to an external clock source, such as a GPS or CDMA time receiver.

At the moment, the PMA team is busy placing the remaining dozen of new monitors at important points of the Internet2/ Abilene network. From our point of view, it has become crucial to understand the kinds of analysis that is being done with the data captured in order to develop better monitor placement strategies and trace schedules. With the previous set of monitors the placement strategy was determined to provide a good coverage of the overall network, so each monitor captures a unique portion of the overall network data. With the new set of 25 monitors available a more dense instrumentation of the network has become feasible. This means that the same traffic flow can be observed at multiple measurement points and the distortion of the traffic pattern can be studied. A correlation between the data captured at one point in the network with data captured at a different point should become possible. We are looking into providing different kinds of studies, such as long traces (hours, even days or weeks). We are planning to provide more detailed postprocessing (different sets of graphs) along with the traces published. At the same time, the group is seeking to reduce the amount of management overhead for maintaining the monitors and the data collection postprocessing. This implies changes to the trace schedules to somehow balance the amount of data collected.

We are seeking your constructive discussion on the following topics:

and consequently:

Your contributions should be send to the Internet Traces User Community mailing list at <traces@nlanr.net>. We are looking forward to your mail.

For the NLANR PMA team

Hans-Werner Braun, Principal Investigator, NLANR MOAT
Joerg Micheel, PMA team leader

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Network Analysis Times

This article is also going to appear in the Network Analysis Times, Volume 2, Issue 1 (scheduled for publication by the end of January).


Comments, questions or suggestion can be made via the feedback form. Last update: January 23rd, 2001. Jörg Micheel.