TY - JOUR
T1 - A cloud resource management model for the creation
and orchestration of social communities
AU - Ikram, A
AU - Anjum, A
AU - Bessis, Nik
PY - 2015
Y1 - 2015
N2 - Managing resources, context and data in mobile clouds is a challenging task. Specific aspects of spontaneity, large interaction space and dynamic interaction share a metaphorical resemblance to chemistry, chemical reactions and solutions. In this paper, it is argued that by adopting a nature-inspired chemical computing model, a mobile cloud resource management model can be evolved to serve as the basis for novel service modelling and
social computing in mobile clouds. To support the argument, a chemistry inspired computation
model, Chemistry for Context Awareness (C2A), is extended with Higher Order Chemical Language (HOCL) and High Level Petri-net Graph (HLPNG) formalisms. A scenario and simulation-based evaluation of the proposed model, focusing on two applications dynamic service composition and social communities identification, is also presented in this paper. The formal encoding of C2A validates its assumptions, enabling formal execution and analysis of context-based interactions that are derived using C2A principles.
AB - Managing resources, context and data in mobile clouds is a challenging task. Specific aspects of spontaneity, large interaction space and dynamic interaction share a metaphorical resemblance to chemistry, chemical reactions and solutions. In this paper, it is argued that by adopting a nature-inspired chemical computing model, a mobile cloud resource management model can be evolved to serve as the basis for novel service modelling and
social computing in mobile clouds. To support the argument, a chemistry inspired computation
model, Chemistry for Context Awareness (C2A), is extended with Higher Order Chemical Language (HOCL) and High Level Petri-net Graph (HLPNG) formalisms. A scenario and simulation-based evaluation of the proposed model, focusing on two applications dynamic service composition and social communities identification, is also presented in this paper. The formal encoding of C2A validates its assumptions, enabling formal execution and analysis of context-based interactions that are derived using C2A principles.
U2 - 10.1016/j.simpat.2014.05.003
DO - 10.1016/j.simpat.2014.05.003
M3 - Article (journal)
SN - 1569-190X
VL - 50
SP - 130
EP - 150
JO - Simulation Modelling Practice and Theory
JF - Simulation Modelling Practice and Theory
ER -