Loading…

A Comprehensive Survey on Fog Computing: State-of-the-art and Research Challenges

Cloud computing with its three key facets (i.e., IaaS, PaaS, and SaaS) and its inherent advantages (e.g., elasticity and scalability) still faces several challenges. The distance between the cloud and the end devices might be an issue for latency-sensitive applications such as disaster management an...

Full description

Saved in:
Bibliographic Details
Published in:arXiv.org 2017-11
Main Authors: Mouradian, Carla, Naboulsi, Diala, Yangui, Sami, Glitho, Roch H, Morrow, Monique J, Polakos, Paul A
Format: Article
Language:English
Subjects:
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by
cites
container_end_page
container_issue
container_start_page
container_title arXiv.org
container_volume
creator Mouradian, Carla
Naboulsi, Diala
Yangui, Sami
Glitho, Roch H
Morrow, Monique J
Polakos, Paul A
description Cloud computing with its three key facets (i.e., IaaS, PaaS, and SaaS) and its inherent advantages (e.g., elasticity and scalability) still faces several challenges. The distance between the cloud and the end devices might be an issue for latency-sensitive applications such as disaster management and content delivery applications. Service Level Agreements (SLAs) may also impose processing at locations where the cloud provider does not have data centers. Fog computing is a novel paradigm to address such issues. It enables provisioning resources and services outside the cloud, at the edge of the network, closer to end devices or eventually, at locations stipulated by SLAs. Fog computing is not a substitute for cloud computing but a powerful complement. It enables processing at the edge while still offering the possibility to interact with the cloud. This article presents a comprehensive survey on fog computing. It critically reviews the state of the art in the light of a concise set of evaluation criteria. We cover both the architectures and the algorithms that make fog systems. Challenges and research directions are also introduced. In addition, the lessons learned are reviewed and the prospects are discussed in terms of the key role fog is likely to play in emerging technologies such as Tactile Internet.
format article
fullrecord <record><control><sourceid>proquest</sourceid><recordid>TN_cdi_proquest_journals_2076986600</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2076986600</sourcerecordid><originalsourceid>FETCH-proquest_journals_20769866003</originalsourceid><addsrcrecordid>eNqNyk8LgjAYgPERBEn5HV7oPFgzp3ULSbqW3WXUq1Nss_0R-vZF9AE6PYffMyMRT5INzbecL0jsXM8Y4yLjaZpE5HyAwjxGiwq16yaEKtgJX2A0lKb9WvCdbvdQeemRmoZ6hVRaD1Lf4YIOpb0pKJQcBtQtuhWZN3JwGP-6JOvyeC1OdLTmGdD5ujfB6g_VnGVilwvBWPLf9QZA8T6Z</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2076986600</pqid></control><display><type>article</type><title>A Comprehensive Survey on Fog Computing: State-of-the-art and Research Challenges</title><source>Publicly Available Content (ProQuest)</source><creator>Mouradian, Carla ; Naboulsi, Diala ; Yangui, Sami ; Glitho, Roch H ; Morrow, Monique J ; Polakos, Paul A</creator><creatorcontrib>Mouradian, Carla ; Naboulsi, Diala ; Yangui, Sami ; Glitho, Roch H ; Morrow, Monique J ; Polakos, Paul A</creatorcontrib><description>Cloud computing with its three key facets (i.e., IaaS, PaaS, and SaaS) and its inherent advantages (e.g., elasticity and scalability) still faces several challenges. The distance between the cloud and the end devices might be an issue for latency-sensitive applications such as disaster management and content delivery applications. Service Level Agreements (SLAs) may also impose processing at locations where the cloud provider does not have data centers. Fog computing is a novel paradigm to address such issues. It enables provisioning resources and services outside the cloud, at the edge of the network, closer to end devices or eventually, at locations stipulated by SLAs. Fog computing is not a substitute for cloud computing but a powerful complement. It enables processing at the edge while still offering the possibility to interact with the cloud. This article presents a comprehensive survey on fog computing. It critically reviews the state of the art in the light of a concise set of evaluation criteria. We cover both the architectures and the algorithms that make fog systems. Challenges and research directions are also introduced. In addition, the lessons learned are reviewed and the prospects are discussed in terms of the key role fog is likely to play in emerging technologies such as Tactile Internet.</description><identifier>EISSN: 2331-8422</identifier><language>eng</language><publisher>Ithaca: Cornell University Library, arXiv.org</publisher><subject>Algorithms ; Cloud computing ; Data centers ; Disaster management ; Elasticity ; Electronic devices ; New technology ; Provisioning ; State-of-the-art reviews</subject><ispartof>arXiv.org, 2017-11</ispartof><rights>2017. This work is published under http://arxiv.org/licenses/nonexclusive-distrib/1.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.proquest.com/docview/2076986600?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>780,784,25753,37012,44590</link.rule.ids></links><search><creatorcontrib>Mouradian, Carla</creatorcontrib><creatorcontrib>Naboulsi, Diala</creatorcontrib><creatorcontrib>Yangui, Sami</creatorcontrib><creatorcontrib>Glitho, Roch H</creatorcontrib><creatorcontrib>Morrow, Monique J</creatorcontrib><creatorcontrib>Polakos, Paul A</creatorcontrib><title>A Comprehensive Survey on Fog Computing: State-of-the-art and Research Challenges</title><title>arXiv.org</title><description>Cloud computing with its three key facets (i.e., IaaS, PaaS, and SaaS) and its inherent advantages (e.g., elasticity and scalability) still faces several challenges. The distance between the cloud and the end devices might be an issue for latency-sensitive applications such as disaster management and content delivery applications. Service Level Agreements (SLAs) may also impose processing at locations where the cloud provider does not have data centers. Fog computing is a novel paradigm to address such issues. It enables provisioning resources and services outside the cloud, at the edge of the network, closer to end devices or eventually, at locations stipulated by SLAs. Fog computing is not a substitute for cloud computing but a powerful complement. It enables processing at the edge while still offering the possibility to interact with the cloud. This article presents a comprehensive survey on fog computing. It critically reviews the state of the art in the light of a concise set of evaluation criteria. We cover both the architectures and the algorithms that make fog systems. Challenges and research directions are also introduced. In addition, the lessons learned are reviewed and the prospects are discussed in terms of the key role fog is likely to play in emerging technologies such as Tactile Internet.</description><subject>Algorithms</subject><subject>Cloud computing</subject><subject>Data centers</subject><subject>Disaster management</subject><subject>Elasticity</subject><subject>Electronic devices</subject><subject>New technology</subject><subject>Provisioning</subject><subject>State-of-the-art reviews</subject><issn>2331-8422</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><recordid>eNqNyk8LgjAYgPERBEn5HV7oPFgzp3ULSbqW3WXUq1Nss_0R-vZF9AE6PYffMyMRT5INzbecL0jsXM8Y4yLjaZpE5HyAwjxGiwq16yaEKtgJX2A0lKb9WvCdbvdQeemRmoZ6hVRaD1Lf4YIOpb0pKJQcBtQtuhWZN3JwGP-6JOvyeC1OdLTmGdD5ujfB6g_VnGVilwvBWPLf9QZA8T6Z</recordid><startdate>20171101</startdate><enddate>20171101</enddate><creator>Mouradian, Carla</creator><creator>Naboulsi, Diala</creator><creator>Yangui, Sami</creator><creator>Glitho, Roch H</creator><creator>Morrow, Monique J</creator><creator>Polakos, Paul A</creator><general>Cornell University Library, arXiv.org</general><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>HCIFZ</scope><scope>L6V</scope><scope>M7S</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope></search><sort><creationdate>20171101</creationdate><title>A Comprehensive Survey on Fog Computing: State-of-the-art and Research Challenges</title><author>Mouradian, Carla ; Naboulsi, Diala ; Yangui, Sami ; Glitho, Roch H ; Morrow, Monique J ; Polakos, Paul A</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-proquest_journals_20769866003</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Algorithms</topic><topic>Cloud computing</topic><topic>Data centers</topic><topic>Disaster management</topic><topic>Elasticity</topic><topic>Electronic devices</topic><topic>New technology</topic><topic>Provisioning</topic><topic>State-of-the-art reviews</topic><toplevel>online_resources</toplevel><creatorcontrib>Mouradian, Carla</creatorcontrib><creatorcontrib>Naboulsi, Diala</creatorcontrib><creatorcontrib>Yangui, Sami</creatorcontrib><creatorcontrib>Glitho, Roch H</creatorcontrib><creatorcontrib>Morrow, Monique J</creatorcontrib><creatorcontrib>Polakos, Paul A</creatorcontrib><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Materials Science &amp; Engineering Collection</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Engineering Collection</collection><collection>Engineering Database</collection><collection>Publicly Available Content (ProQuest)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Engineering collection</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Mouradian, Carla</au><au>Naboulsi, Diala</au><au>Yangui, Sami</au><au>Glitho, Roch H</au><au>Morrow, Monique J</au><au>Polakos, Paul A</au><format>book</format><genre>document</genre><ristype>GEN</ristype><atitle>A Comprehensive Survey on Fog Computing: State-of-the-art and Research Challenges</atitle><jtitle>arXiv.org</jtitle><date>2017-11-01</date><risdate>2017</risdate><eissn>2331-8422</eissn><abstract>Cloud computing with its three key facets (i.e., IaaS, PaaS, and SaaS) and its inherent advantages (e.g., elasticity and scalability) still faces several challenges. The distance between the cloud and the end devices might be an issue for latency-sensitive applications such as disaster management and content delivery applications. Service Level Agreements (SLAs) may also impose processing at locations where the cloud provider does not have data centers. Fog computing is a novel paradigm to address such issues. It enables provisioning resources and services outside the cloud, at the edge of the network, closer to end devices or eventually, at locations stipulated by SLAs. Fog computing is not a substitute for cloud computing but a powerful complement. It enables processing at the edge while still offering the possibility to interact with the cloud. This article presents a comprehensive survey on fog computing. It critically reviews the state of the art in the light of a concise set of evaluation criteria. We cover both the architectures and the algorithms that make fog systems. Challenges and research directions are also introduced. In addition, the lessons learned are reviewed and the prospects are discussed in terms of the key role fog is likely to play in emerging technologies such as Tactile Internet.</abstract><cop>Ithaca</cop><pub>Cornell University Library, arXiv.org</pub><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier EISSN: 2331-8422
ispartof arXiv.org, 2017-11
issn 2331-8422
language eng
recordid cdi_proquest_journals_2076986600
source Publicly Available Content (ProQuest)
subjects Algorithms
Cloud computing
Data centers
Disaster management
Elasticity
Electronic devices
New technology
Provisioning
State-of-the-art reviews
title A Comprehensive Survey on Fog Computing: State-of-the-art and Research Challenges
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-29T00%3A31%3A16IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest&rft_val_fmt=info:ofi/fmt:kev:mtx:book&rft.genre=document&rft.atitle=A%20Comprehensive%20Survey%20on%20Fog%20Computing:%20State-of-the-art%20and%20Research%20Challenges&rft.jtitle=arXiv.org&rft.au=Mouradian,%20Carla&rft.date=2017-11-01&rft.eissn=2331-8422&rft_id=info:doi/&rft_dat=%3Cproquest%3E2076986600%3C/proquest%3E%3Cgrp_id%3Ecdi_FETCH-proquest_journals_20769866003%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2076986600&rft_id=info:pmid/&rfr_iscdi=true