Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Revealing Utilization at Internet Interconnection Points   Recent Internet interconnection disputes have sparked an in- creased interest
in developing methods for gathering and collecting data about utilization at
interconnection points. One mechanism, developed by DeepField Networks, allows
Internet service providers (ISPs) to gather and aggregate utilization
information using network flow statistics, standardized in the Internet
Engineering Task Force as IPFIX. This report (1) provides an overview of the
method that DeepField Networks is using to measure the utilization of various
interconnection links between content providers and ISPs or links over which
traffic between content and ISPs flow; and (2) surveys the findings from five
months of Internet utilization data provided by seven participating
ISPs---Bright House Networks, Comcast, Cox, Mediacom, Midco, Suddenlink, and
Time Warner Cable---whose access networks represent about 50% of all U.S.
broadband subscribers. The dataset includes about 97% of the paid peering,
settlement-free peering, and ISP-paid transit links of each of the
participating ISPs. Initial analysis of the data---which comprises more than
1,000 link groups, representing the diverse and substitutable available
routes---suggests that many interconnects have significant spare capacity, that
this spare capacity exists both across ISPs in each region and in aggregate for
any individual ISP, and that the aggregate utilization across interconnects
interconnects is roughly 50% during peak periods.

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The categories of this paper are: mtrl-th
3
The categories of this paper are: physics
24
The categories of this paper are: dg-ga
16
The categories of this paper are: stat
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The categories of this paper are: plasm-ph
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The categories of this paper are: atom-ph
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The categories of this paper are: q-fin
13
The categories of this paper are: quant-ph
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The categories of this paper are: ao-sci
2
The categories of this paper are: math
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The categories of this paper are: funct-an
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The categories of this paper are: supr-con
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The categories of this paper are: q-bio
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The categories of this paper are: acc-phys
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The categories of this paper are: hep-ex
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The categories of this paper are: comp-gas