Journal ArticleDOI
Cloud service selection using cloud service brokers: approaches and challenges
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TLDR
This paper reviews the recent approaches that have been introduced and used for cloud service brokerage and proposes a set of attributes for a CSB to be considered effective, which have wider application in cloud computing environments.Abstract:
Cloud computing users are faced with a wide variety of services to choose from. Consequently, a number of cloud service brokers (CSBs) have emerged to help users in their service selection process. This paper reviews the recent approaches that have been introduced and used for cloud service brokerage and discusses their challenges accordingly. We propose a set of attributes for a CSB to be considered effective. Different CSBs’ approaches are classified as either single service or multiple service models. The CSBs are then assessed, analyzed, and compared with respect to the proposed set of attributes. Based on our studies, CSBs with multiple service models that support more of the proposed effective CSB attributes have wider application in cloud computing environments.read more
Citations
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Journal ArticleDOI
Cloud Based IoT Solution for Fault Detection and Localization in Power Distribution Systems
TL;DR: A novel, robust and scalable cloud based internet of things (IoT) solution for identification and localization of faults in PDS is proposed and it was observed that the new algorithm successfully localized the faults for all the three cases.
Journal ArticleDOI
A study on evolutionary computing based web service selection techniques
Lalit Purohit,Sandeep Kumar +1 more
TL;DR: A rigorous review of the state-of-the-art for efficient selection of web services using evolutionary computing based algorithms published over the last decade is presented.
Journal ArticleDOI
Identification of trustworthy cloud services: solution approaches and research directions to build an automated cloud broker
TL;DR: In this paper, the authors present a machine learning approach to compute the trust factor of CSPs and it is found that the methodology gains advantage when compared to similar works. But the authors do not discuss the intrinsic challenges associated with the provenance of the trustworthiness factor.
Book ChapterDOI
A Survey on the Quality of Service and Metaheuristic Based Resolution Methods for Multi-cloud IoT Service Selection
Journal ArticleDOI
Multi-Cloud Service Brokers for Selecting the Optimal Data Center in Cloud Environment
Mousa Elrotub,Abdelouahed Gherbi +1 more
TL;DR: This paper proposes a model named multi-cloud service brokers (MCSB) for selecting the optimal DC using multiple entry points and develops a service broker policy that shares information about the requests considering some new performance factors.
References
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ReportDOI
The NIST Definition of Cloud Computing
Peter Mell,Timothy Grance +1 more
TL;DR: This cloud model promotes availability and is composed of five essential characteristics, three service models, and four deployment models.
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
How to Make a Decision: The Analytic Hierarchy Process
TL;DR: The analytic hierarchy process (AHP) includes both the rating and comparison methods and requires developing a reliable hierarchic structure or feedback network that includes criteria of various types of influence, stakeholders, and decision alternatives to determine the best choice.
Book
Multiagent Systems: Algorithmic, Game-Theoretic, and Logical Foundations
Yoav Shoham,Kevin Leyton-Brown +1 more
TL;DR: This exciting and pioneering new overview of multiagent systems, which are online systems composed of multiple interacting intelligent agents, i.e., online trading, offers a newly seen computer science perspective on multi agent systems, while integrating ideas from operations research, game theory, economics, logic, and even philosophy and linguistics.
Book
Multiple attribute decision making : an introduction
Kwangsun Yoon,Ching-Lai Hwang +1 more
TL;DR: Introduction Attribute Generation, Data and Weight Noncompensatory Methods Scoring Methods TopSIS ELECTRE Methods for Qualitative Data Extensions are presented.