A system and method for estimating top contributing stations of a local area network. A traffic analyzer of the present invention determines the top N stations producing and receiving traffic on a local area network. The traffic analyzer performs this technique with limited storage space. To determine the top contributors the present invention utilizes a method of matching, sorting, creating, and purging records in storage in relation to captured frames received from stations on the LAN.
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