A cloud resource management model for the creation and orchestration of social communities

Ikram, Ahsan; Anjum, Ashiq; Bessis, Nik

Abstract

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.

• Journal Article Type: Article
• Online Publication Date: Jun 11, 2014
• Publication Date: Jan 1, 2015
• Deposit Date: Feb 27, 2023
• Journal: Simulation Modelling Practice and Theory
• Print ISSN: 1569-190X
• Publisher: Elsevier
• Peer Reviewed: Peer Reviewed
• Volume: 50
• Pages: 130-150
• DOI: https://doi.org/10.1016/j.simpat.2014.05.003
• Keywords: Hardware and Architecture; Modeling and Simulation; Software; Cloud Resource management; Social communities; Chemical computing; Context-aware
• Public URL: https://uwe-repository.worktribe.com/output/10477874
• Publisher URL: https://www.sciencedirect.com/science/article/pii/S1569190X14000677?via%3Dihub