Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: A New Fairness Model based on User's Objective for Multi-user
  Multi-processor Online Scheduling   Resources of a multi-user system in multi-processor online scheduling are
shared by competing users in which fairness is a major performance criterion
for resource allocation. Fairness ensures equality in resource sharing among
the users. According to our knowledge, fairness based on the user's objective
has neither been comprehensively studied nor a formal fairness model has been
well defined in the literature. This motivates us to explore and define a new
model to ensure algorithmic fairness with quantitative performance measures
based on optimization of the user's objective. In this paper, we propose a new
model for fairness in Multi-user Multi-processor Online Scheduling
Problem(MUMPOSP). We introduce and formally define quantitative fairness
measures based on user's objective by optimizing makespan for individual user
in our proposed fairness model. We also define the unfairness of deprived users
and absolute fairness of an algorithm. We obtain lower bound results for the
absolute fairness for m identical machines with equal length jobs. We show that
our proposed fairness model can serve as a framework for measuring algorithmic
fairness by considering various optimality criteria such as flow time and sum
of completion times.

21
The categories of this paper are: adap-org
26
The categories of this paper are: bayes-an
16
The categories of this paper are: stat
8
The categories of this paper are: hep-ex
10
The categories of this paper are: q-bio
28
The categories of this paper are: alg-geom
32
The categories of this paper are: atom-ph
34
The categories of this paper are: chem-ph
20
The categories of this paper are: acc-phys
11
The categories of this paper are: hep-lat
15
The categories of this paper are: nucl-ex
37
The categories of this paper are: supr-con
0
The categories of this paper are: hep-ph
25
The categories of this paper are: patt-sol
19
The categories of this paper are: eess
4
The categories of this paper are: cond-mat