Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Cold Storage Data Archives: More Than Just a Bunch of Tapes   The abundance of available sensor and derived data from large scientific
experiments, such as earth observation programs, radio astronomy sky surveys,
and high-energy physics already exceeds the storage hardware globally
fabricated per year. To that end, cold storage data archives are the---often
overlooked---spearheads of modern big data analytics in scientific,
data-intensive application domains. While high-performance data analytics has
received much attention from the research community, the growing number of
problems in designing and deploying cold storage archives has only received
very little attention.
  In this paper, we take the first step towards bridging this gap in knowledge
by presenting an analysis of four real-world cold storage archives from three
different application domains. In doing so, we highlight (i) workload
characteristics that differentiate these archives from traditional,
performance-sensitive data analytics, (ii) design trade-offs involved in
building cold storage systems for these archives, and (iii) deployment
trade-offs with respect to migration to the public cloud. Based on our
analysis, we discuss several other important research challenges that need to
be addressed by the data management community.

10
The categories of this paper are: q-bio
2
The categories of this paper are: math
26
The categories of this paper are: bayes-an
9
The categories of this paper are: nlin
28
The categories of this paper are: alg-geom
21
The categories of this paper are: adap-org
15
The categories of this paper are: nucl-ex
6
The categories of this paper are: astro-ph
8
The categories of this paper are: hep-ex
18
The categories of this paper are: econ
16
The categories of this paper are: stat
37
The categories of this paper are: supr-con
35
The categories of this paper are: mtrl-th
29
The categories of this paper are: funct-an
27
The categories of this paper are: comp-gas
32
The categories of this paper are: atom-ph