Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: A Novel Micro-service Based Platform for Composition, Deployment and
  Execution of BDA Applications   Big Data are growing at an exponential rate and it becomes necessary the use
of tools and technologies to manage, process and visualize them in order to
extract value. In this paper a micro-service based platform is presented for
the composition, deployment and execution of Big Data Analytics (BDA)
application workflows in several domains and scenarios is presented. ALIDA is a
result coming from previous research activities by ENGINEERING. It aims to
achieve a unified platform that allows both BDA application developers and data
analysts to interact with it. Developers will be able to register new BDA
applications through the exposed API and/or through the web user interface.
Data analysts will be able to use the BDA applications provided to create
batch/stream workflows through a dashboard user interface to manipulate and
subsequently visualize results from one or more sources. The platform also
supports the auto-tuning of Big Data frameworks deployment properties to
improve metrics for analytics application. ALIDA has been properly extended and
integrated into a software solution for the analysis of large amounts of data
from the avionic industries. A use case within this context is then presented.

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The categories of this paper are: hep-ph
26
The categories of this paper are: bayes-an
10
The categories of this paper are: q-bio
7
The categories of this paper are: hep-th
5
The categories of this paper are: gr-qc
17
The categories of this paper are: q-fin
31
The categories of this paper are: ao-sci
4
The categories of this paper are: cond-mat
21
The categories of this paper are: adap-org
12
The categories of this paper are: nucl-th
6
The categories of this paper are: astro-ph
33
The categories of this paper are: plasm-ph
32
The categories of this paper are: atom-ph
18
The categories of this paper are: econ
25
The categories of this paper are: patt-sol
22
The categories of this paper are: chao-dyn