Journal ArticleDOI
The analytic hierarchy process: task scheduling and resource allocation in cloud computing environment
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TLDR
A model for task-oriented resource allocation in a cloud computing environment where an induced bias matrix is used to identify the inconsistent elements and improve the consistency ratio when conflicting weights in various tasks are assigned is proposed.Abstract:
Resource allocation is a complicated task in cloud computing environment because there are many alternative computers with varying capacities. The goal of this paper is to propose a model for task-oriented resource allocation in a cloud computing environment. Resource allocation task is ranked by the pairwise comparison matrix technique and the Analytic Hierarchy Process giving the available resources and user preferences. The computing resources can be allocated according to the rank of tasks. Furthermore, an induced bias matrix is further used to identify the inconsistent elements and improve the consistency ratio when conflicting weights in various tasks are assigned. Two illustrative examples are introduced to validate the proposed method.read more
Citations
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A New Model for Determining Weight Coefficients of Criteria in MCDM Models: Full Consistency Method (FUCOM)
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A belief propagation-based method for task allocation in open and dynamic cloud environments
Yan Kong,Minjie Zhang,Dayong Ye +2 more
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Cloud service selection using multicriteria decision analysis.
Whaiduzzaman,Abdullah Gani,Nor Badrul Anuar,Muhammad Shiraz,Mohammad Nazmul Haque,Israat Haque +5 more
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Efficient task scheduling algorithms for heterogeneous multi-cloud environment
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Resource management in cloud computing
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References
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Journal ArticleDOI
How to make a decision: The analytic hierarchy process
TL;DR: The Analytic Hierarchy Process (AHP) as discussed by the authors is a multicriteria decision-making approach in which factors are arranged in a hierarchic structure, and the principles and philosophy of the theory are summarized giving general background information of the type of measurement utilized, its properties and applications.
Journal ArticleDOI
Cloud computing and emerging IT platforms: Vision, hype, and reality for delivering computing as the 5th utility
TL;DR: This paper defines Cloud computing and provides the architecture for creating Clouds with market-oriented resource allocation by leveraging technologies such as Virtual Machines (VMs), and provides insights on market-based resource management strategies that encompass both customer-driven service management and computational risk management to sustain Service Level Agreement (SLA) oriented resource allocation.
Journal ArticleDOI
Cloud computing
TL;DR: As software migrates from local PCs to distant Internet servers, users and developers alike go along for the ride.
Journal ArticleDOI
Axiomatic foundation of the analytic hierarchy process
TL;DR: In this article, an axiomatic treatment of the Analytic Hierarchy Process (AHP) is presented, which is a special case of axioms for priority setting in systems with feedback which allow for a wide class of dependencies.
Proceedings ArticleDOI
Cloud computing
TL;DR: The time is right for the members of the emerging cloud computing community to come together around the notion of an open cloud, and these core principles are rooted in the belief that cloud computing should be as open as all other IT technologies.