Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: A Comprehensive Analysis of Correlated Source Compression Using Edge
  Computing in Distributed Systems   This paper examines the theory pertaining to lossless compression of
correlated sources located at the edge of a network. Importantly, communication
between nodes is prohibited. In particular, a method that combines correlated
source coding and matrix partitioning is explained. This technique is then made
more flexible, by restricting the method to operate on two distinct groups of
nodes. As a result, this new method allows for more freedom in compression
performance, with consequent trade-off in node integrity validation.
Specifically, it provides 2-3 times the compression savings when using a
Hamming(7,4) with 4 nodes. It also decreases the complexity with regard to
managing the nodes as they join/leave the network, while retaining the range
within which the information can be losslessly decoded.

21
The categories of this paper are: adap-org
3
The categories of this paper are: physics
33
The categories of this paper are: plasm-ph
37
The categories of this paper are: supr-con
34
The categories of this paper are: chem-ph
20
The categories of this paper are: acc-phys
6
The categories of this paper are: astro-ph
36
The categories of this paper are: cmp-lg
31
The categories of this paper are: ao-sci
13
The categories of this paper are: quant-ph
17
The categories of this paper are: q-fin
8
The categories of this paper are: hep-ex
29
The categories of this paper are: funct-an
12
The categories of this paper are: nucl-th
26
The categories of this paper are: bayes-an
30
The categories of this paper are: q-alg