Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: The Coming Age of Pervasive Data Processing   Emerging Big Data analytics and machine learning applications require a
significant amount of computational power. While there exists a plethora of
large-scale data processing frameworks which thrive in handling the various
complexities of data-intensive workloads, the ever-increasing demand of
applications have made us reconsider the traditional ways of scaling (e.g.,
scale-out) and seek new opportunities for improving the performance. In order
to prepare for an era where data collection and processing occur on a wide
range of devices, from powerful HPC machines to small embedded devices, it is
crucial to investigate and eliminate the potential sources of inefficiency in
the current state of the art platforms. In this paper, we address the current
and upcoming challenges of pervasive data processing and present directions for
designing the next generation of large-scale data processing systems.

2
The categories of this paper are: math
10
The categories of this paper are: q-bio
4
The categories of this paper are: cond-mat
17
The categories of this paper are: q-fin
26
The categories of this paper are: bayes-an
21
The categories of this paper are: adap-org
7
The categories of this paper are: hep-th
27
The categories of this paper are: comp-gas
8
The categories of this paper are: hep-ex
22
The categories of this paper are: chao-dyn
3
The categories of this paper are: physics
13
The categories of this paper are: quant-ph
11
The categories of this paper are: hep-lat
19
The categories of this paper are: eess
16
The categories of this paper are: stat
34
The categories of this paper are: chem-ph