Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Recent Advances in Scalable Network Generation   Random graph models are frequently used as a controllable and versatile data
source for experimental campaigns in various research fields. Generating such
data-sets at scale is a non-trivial task as it requires design decisions
typically spanning multiple areas of expertise. Challenges begin with the
identification of relevant domain-specific network features, continue with the
question of how to compile such features into a tractable model, and culminate
in algorithmic details arising while implementing the pertaining model.
  In the present survey, we explore crucial aspects of random graph models with
known scalable generators. We begin by briefly introducing network features
considered by such models, and then discuss random graphs alongside with
generation algorithms. Our focus lies on modelling techniques and algorithmic
primitives that have proven successful in obtaining massive graphs. We consider
concepts and graph models for various domains (such as social network,
infrastructure, ecology, and numerical simulations), and discuss generators for
different models of computation (including shared-memory parallelism,
massive-parallel GPUs, and distributed systems).

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The categories of this paper are: quant-ph
33
The categories of this paper are: plasm-ph
27
The categories of this paper are: comp-gas
37
The categories of this paper are: supr-con
25
The categories of this paper are: patt-sol
11
The categories of this paper are: hep-lat
14
The categories of this paper are: math-ph
16
The categories of this paper are: stat
7
The categories of this paper are: hep-th
20
The categories of this paper are: acc-phys
22
The categories of this paper are: chao-dyn
36
The categories of this paper are: cmp-lg
32
The categories of this paper are: atom-ph
10
The categories of this paper are: q-bio
6
The categories of this paper are: astro-ph
8
The categories of this paper are: hep-ex