Int. J. Fog Comput.最新文献_第3页

Predictive Modeling for Imbalanced Big Data in SAS Enterprise Miner and R 基于SAS Enterprise Miner和R的不平衡大数据预测建模

Int. J. Fog Comput. Pub Date : 2018-07-01 DOI: 10.4018/IJFC.2018070103

Son Nguyen, A. Olinsky, John T. Quinn, Phyllis A. Schumacher

引用次数: 10

Fog Computing Qos Review and Open Challenges 雾计算Qos回顾和开放挑战

Int. J. Fog Comput. Pub Date : 2018-07-01 DOI: 10.4018/IJFC.2018070104

R. Babu, J. Kanniappan, R. Abirami

引用次数: 11

Big Data and Its Visualization With Fog Computing 基于雾计算的大数据及其可视化

Int. J. Fog Comput. Pub Date : 2018-07-01 DOI: 10.4018/IJFC.2018070102

R. Segall, G. Niu

{"title":"Big Data and Its Visualization With Fog Computing","authors":"R. Segall, G. Niu","doi":"10.4018/IJFC.2018070102","DOIUrl":"https://doi.org/10.4018/IJFC.2018070102","url":null,"abstract":"Big Data is data sets that are so voluminous and complex that traditional data processing application software are inadequate to deal with them. This article discusses what is Big Data, and its characteristics, and how this information revolution of Big Data is transforming our lives and the new technology and methodologies that have been developed to process data of these huge dimensionalities. Big Data can be discrete or a continuous stream of data, and can be accessed using many types and kinds of computing devices ranging from supercomputers, personal work stations, to mobile devices and tablets. Discussion is presented of how fog computing can be performed with cloud computing as a mechanism for visualization of Big Data. An example of visualization techniques for Big Data transmitted by devices connected by Internet of Things (IoT) is presented for real data from fatality analysis reporting system (FARS) managed by the National Highway Traffic Safety Administration (NHTSA) of the United States Department of Transportation (USDoT). Big Data web-based visualization software are discussed that are both JavaScript-based and user interface-based. Challenges and opportunities of using Big Data with fog computing are also discussed.","PeriodicalId":218786,"journal":{"name":"Int. J. Fog Comput.","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123153428","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 15

Social Implications of Big Data and Fog Computing 大数据和雾计算的社会影响

Int. J. Fog Comput. Pub Date : 2018-07-01 DOI: 10.4018/IJFC.2018070101

J. Horne

{"title":"Social Implications of Big Data and Fog Computing","authors":"J. Horne","doi":"10.4018/IJFC.2018070101","DOIUrl":"https://doi.org/10.4018/IJFC.2018070101","url":null,"abstract":"In the last half century, we have gone from storing data on 5¼ inch floppy diskettes to the cloud and now use fog computing. But one should ask why so much data is being collected. Part of the answer is simple in light of scientific projects, but why is there so much data on us? Then, we ask about its “interface” through fog computing. Such questions prompt this article on the philosophy of big data and fog computing. After some background on definitions, origins and contemporary applications, the main discussion begins with thinking about modern data collection, management, and applications from a complexity standpoint. Big data is turned into knowledge, but knowledge is extrapolated from the past and used to manage the future. Yet it is questionable whether humans have the capacity to manage contemporary technological and social complexity evidenced by our world in crisis and possibly on the brink of extinction. Such calls for a new way of studying societies from a scientific point of view. We are at the center of the observation from which big data emerge and are manipulated, the overall human project being not only to create an artificial brain with an attendant mind, but a society that might be able to survive what “natural” humans cannot.","PeriodicalId":218786,"journal":{"name":"Int. J. Fog Comput.","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120963157","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 8

Chemometrics: From Data Preprocessing to Fog Computing 化学计量学:从数据预处理到雾计算

Int. J. Fog Comput. Pub Date : 1900-01-01 DOI: 10.4018/IJFC.2019010101

Gerard G. Dumancas, Ghalib A. Bello, J. Hughes, R. Murimi, Lakshmi Viswanath, Casey O. Orndorff, G. Dumancas, Jacy O'Dell, Prakash Ghimire, Catherine Setijadi

引用次数: 5

Novel Taxonomy to Select Fog Products and Challenges Faced in Fog Environments 雾产品选择的新分类及雾环境下面临的挑战

Int. J. Fog Comput. Pub Date : 1900-01-01 DOI: 10.4018/IJFC.2018010103

Akashdeep Bhardwaj

引用次数: 6

Multi-Layer Token Based Authentication Through Honey Password in Fog Computing 雾计算中基于蜜密码的多层令牌认证

Int. J. Fog Comput. Pub Date : 1900-01-01 DOI: 10.4018/IJFC.2018010104

Praveen Kumar Rayani, B. Bhushan, V. R. Thakare

{"title":"Multi-Layer Token Based Authentication Through Honey Password in Fog Computing","authors":"Praveen Kumar Rayani, B. Bhushan, V. R. Thakare","doi":"10.4018/IJFC.2018010104","DOIUrl":"https://doi.org/10.4018/IJFC.2018010104","url":null,"abstract":"Thisarticledescribeshowfogcomputingempowersnetworkresourceutilizationby providingservicestolowbandwidthusersincloudenvironment.Here,authentication mechanismsareusedbyfognodeswhileprovidingservices toendusers. Incloud computingthereareseveraltypesofauthenticationmechanisms,inwhichtokenbased authenticationtakeslesstimeforvalidatingpassword.Theproposedtechniqueuses tokenbasedauthenticationmechanismwithhoneypassword.Theaimofthisarticleis tofocusonmulti-layertokenbasedauthenticationforidentifyingtheauthorizeduser atfognode.Inauthenticationphaseenduserinstantaneouslyframehisuseraccount password with honey password that makes illusion to shoulder surfers password haschanged.Theproposedmechanismavoidsanddetectsshouldersurfingattacks, passwordguessingattacks,andapplicationdenialofserviceattacks. KeywoRdS Authentication, Cloud Computing, Fog Computing, IoT","PeriodicalId":218786,"journal":{"name":"Int. J. Fog Comput.","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131205315","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 13

From Cloud Computing to Fog Computing: Platforms for the Internet of Things (IoT) 从云计算到雾计算:物联网(IoT)平台

Int. J. Fog Comput. Pub Date : 1900-01-01 DOI: 10.4018/IJFC.2018010101

S. Ahuja, Niharika Deval

{"title":"From Cloud Computing to Fog Computing: Platforms for the Internet of Things (IoT)","authors":"S. Ahuja, Niharika Deval","doi":"10.4018/IJFC.2018010101","DOIUrl":"https://doi.org/10.4018/IJFC.2018010101","url":null,"abstract":"This article describes how in recent years, Cloud Computing has emerged as a fundamental computing paradigm that has significantly changed the approach of enterprisesaswellasenduserstowardsimplementationofInternettechnology.The keycharacteristicssuchason-demandresourceprovision,scalability,rapidelasticity, higherflexibility,andsignificantcostsavingshaveinfluencedenterprisesofallsizesin thewideandsuccessfuladoptionofCloudComputing.Despitenumerousadvantages, CloudComputinghasitsfairshareofdownsidesaswell.Oneofthosemajorconcerns islatencyissueswhichhasrelevancetotheInternetofThings(IoT).Anewcomputing paradigmhasbeenproposedbyCiscoinearly2014andtermed‘FogComputing’.Fog ComputingotherwiseknownasEdgeComputingistheintegrationofCloudComputing andIoT.BeinglocatedincloseproximitytotheIoTdevices,theFogassistswithlatency requirementsofIoTrelatedapplications.Italsomeetsthedataprocessingneedsof IoTdeviceswhichareresourceconstrainedbybringingcomputation,communication, controlandstorageclosertotheendusers.Cloudscontinuetooffersupportfordata analytics.One can thinkof the IoT-Fog-Cloud as beingpart of a continuum.This articlesurveysthecurrentliteratureonFogComputingandprovidesadiscussionon thebackground,detailsandarchitectureofFogComputing,aswellastheapplication areasofFogComputing.Thearticleconcludeswithsomerecommendationsin the areasoffutureresearch. KeywoRdS Cloud Computing, Fog Computing, Internet of Things (IoT), Latency International Journal of Fog Computing Volume 1 • Issue 1 • January-June 2018","PeriodicalId":218786,"journal":{"name":"Int. J. Fog Comput.","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127897611","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 11