TITLE:
Apply AHP for Resource Allocation Problem in Cloud
AUTHORS:
Avtar Singh, Kamlesh Dutta
KEYWORDS:
Cloud Computing, Analytic Hierarchy Process, Consistency Ratio (CR), Consistency Index (CI)
JOURNAL NAME:
Journal of Computer and Communications,
Vol.3 No.10,
October
23,
2015
ABSTRACT: Cloud computing is an emerging paradigm
with many applications that are integrated with IT organization having the
freedom to migrate services between different physical servers. Analytic
Hierarchy Process (AHP) with a pairwise comparison matrix technique for
applications has been used for serving resources. AHP is a mathematical
technique for multi-criteria decision-making used in cloud computing. The
growth in cloud computing for resource allocation is sudden and raises complex
issues with quality of services for selecting applications. Finally, based on
the selected criteria, applications are ranked using the pairwise comparison
matrix of AHP to determine the most effective scheme. The presented AHP
technique represents a well-balanced multi criteria priorities synthesis of
various applications effect factors that must be taken into consideration when
making complex decisions of this nature. Keeping in view wide range of
applications of cloud computing an attempt has been made to develop multiple
criteria decision making model.