Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: The A4 project: physics data processing using the Google protocol buffer
  library   In this paper, we present the High Energy Physics data format, processing
toolset and analysis library a4, providing fast I/O of structured data using
the Google protocol buffer library. The overall goal of a4 is to provide
physicists with tools to work efficiently with billions of events, providing
not only high speeds, but also automatic metadata handling, a set of UNIX-like
tools to operate on a4 files, and powerful and fast histogramming capabilities.
At present, a4 is an experimental project, but it has already been used by the
authors in preparing physics publications. We give an overview of the
individual modules of a4, provide examples of use, and supply a set of basic
benchmarks. We compare a4 read performance with the common practice of storing
unstructured data in ROOT trees. For the common case of storing a variable
number of floating-point numbers per event, speedups in read speed of up to a
factor of six are observed.

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The categories of this paper are: dg-ga
35
The categories of this paper are: mtrl-th
33
The categories of this paper are: plasm-ph
8
The categories of this paper are: hep-ex
12
The categories of this paper are: nucl-th
28
The categories of this paper are: alg-geom
22
The categories of this paper are: chao-dyn
6
The categories of this paper are: astro-ph
18
The categories of this paper are: econ
23
The categories of this paper are: solv-int
25
The categories of this paper are: patt-sol
30
The categories of this paper are: q-alg
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The categories of this paper are: eess
1
The categories of this paper are: cs
31
The categories of this paper are: ao-sci
21
The categories of this paper are: adap-org