Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Greedy Routing and the Algorithmic Small-World Phenomenom   The algorithmic small-world phenomenon, empirically established by Milgram's
letter forwarding experiments from the 60s, was theoretically explained by
Kleinberg in 2000. However, from today's perspective his model has several
severe shortcomings that limit the applicability to real-world networks. In
order to give a more convincing explanation of the algorithmic small-world
phenomenon, we study decentralized greedy routing in a more flexible random
graph model (geometric inhomogeneous random graphs) which overcomes all
previous shortcomings. Apart from exhibiting good properties in theory, it has
also been extensively experimentally validated that this model reasonably
captures real-world networks.
  In this model, the greedy routing protocol is purely distributed as each
vertex only needs to know information about its direct neighbors. We prove that
it succeeds with constant probability, and in case of success almost surely
finds an almost shortest path of length {\theta}(loglog n), where our bound is
tight including the leading constant. Moreover, we study natural local patching
methods which augment greedy routing by backtracking and which do not require
any global knowledge. We show that such methods can ensure success probability
1 in an asymptotically tight number of steps.
  These results also address the question of Krioukov et al. whether there are
efficient local routing protocols for the internet graph. There were promising
experimental studies, but the question remained unsolved theoretically. Our
results give for the first time a rigorous and analytical affirmative answer.

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The categories of this paper are: eess
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The categories of this paper are: adap-org
14
The categories of this paper are: math-ph
3
The categories of this paper are: physics
36
The categories of this paper are: cmp-lg
33
The categories of this paper are: plasm-ph
7
The categories of this paper are: hep-th
5
The categories of this paper are: gr-qc
37
The categories of this paper are: supr-con
2
The categories of this paper are: math
28
The categories of this paper are: alg-geom
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The categories of this paper are: chao-dyn
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The categories of this paper are: bayes-an
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The categories of this paper are: quant-ph
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The categories of this paper are: q-bio
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The categories of this paper are: nlin