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Open AccessJournal ArticleDOI

Review on Fault Tolerance Techniques in Cloud Computing

Zeeshan Amin, +2 more
- 22 Apr 2015 - 
- Vol. 116, Iss: 18, pp 11-17
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TLDR
An algorithm using Artificial Neural Network for fault detection which will overcome the gaps of previously implemented algorithms and provide a fault tolerant model is proposed.
Abstract
With the immense growth of internet and its users, Cloud computing, with its incredible possibilities in ease, Quality of service and on-interest administrations, has turned into a guaranteeing figuring stage for both business and nonbusiness computation customers. It is an adoptable technology as it provides integration of software and resources which are dynamically scalable. The dynamic environment of cloud results in various unexpected faults and failures. The ability of a system to react gracefully to an unexpected equipment or programming malfunction is known as fault tolerance. In order to achieve robustness and dependability in cloud computing, failure should be assessed and handled effectively. Various fault detection methods and architectural models have been proposed to increase fault tolerance ability of cloud. The objective of this paper is to propose an algorithm using Artificial Neural Network for fault detection which will overcome the gaps of previously implemented algorithms and provide a fault tolerant model.

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Citations
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Fog Computing: Survey of Trends, Architectures, Requirements, and Research Directions

TL;DR: This survey will help the industry and research community synthesize and identify the requirements for Fog computing and present some open issues, which will determine the future research direction for the Fog computing paradigm.
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A survey of fault tolerance architecture in cloud computing

TL;DR: Methods of creating the capacity of Fault Tolerance in Cloud computing are pointed out and policies of the implementation of these methods are stated and the offered architectures for the production of such capacity are delineated.
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A survey of fault tolerance in cloud computing

TL;DR: A comprehensive overview of fault tolerance-related issues in cloud computing is presented, emphasizing upon the significant concepts, architectural details, and the state-of-art techniques and methods.
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Toward a Smart Cloud: A Review of Fault-Tolerance Methods in Cloud Systems

TL;DR: A comprehensive survey of the state-of-the-art work on fault tolerance methods proposed for cloud computing is presented and current issues and challenges in cloud fault tolerance are discussed to identify promising areas for future research.
Journal ArticleDOI

Fault tolerance in cloud computing environment: A systematic survey

TL;DR: A systematic and comprehensive elucidation of different fault types, their causes and various fault tolerance approaches used in cloud is given and a quantified view on their applicability is presented.
References
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ReportDOI

The NIST Definition of Cloud Computing

Peter Mell, +1 more
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Proceedings ArticleDOI

Cloud Computing and Grid Computing 360-Degree Compared

TL;DR: In this article, the authors compare and contrast cloud computing with grid computing from various angles and give insights into the essential characteristics of both the two technologies, and compare the advantages of grid computing and cloud computing.
Journal ArticleDOI

Unreliable failure detectors for reliable distributed systems

TL;DR: It is proved that Consensus and Atomic Broadcast are reducible to each other in asynchronous systems with crash failures; thus, the above results also apply to Atomic Broadcast.
Journal ArticleDOI

Cloud computing

Brian Hayes
TL;DR: As software migrates from local PCs to distant Internet servers, users and developers alike go along for the ride.
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.
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