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Int. J. Inf. Technol. Web Eng.最新文献

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Heuristic Based Coverage Aware Load Balanced Clustering in WSNs and Enablement of IoT 基于启发式覆盖感知的wsn负载均衡聚类与物联网实现
Int. J. Inf. Technol. Web Eng. Pub Date : 2018-04-01 DOI: 10.4018/IJITWE.2018040101
Surjit Singh, R. Sharma
{"title":"Heuristic Based Coverage Aware Load Balanced Clustering in WSNs and Enablement of IoT","authors":"Surjit Singh, R. Sharma","doi":"10.4018/IJITWE.2018040101","DOIUrl":"https://doi.org/10.4018/IJITWE.2018040101","url":null,"abstract":"Integration of heterogeneous communication systems is the major objective of Future Internet. Heterogeneous systems such as wired and wireless assert the concept of Internet of Things (IoT). Communication standard protocols based global network of identical addressable interconnected resources conferred to IoT. In this article, it is described how wireless sensor networks (WSN) are one of the keys enabling the IoT. Clustering in WSNs plays an important role since it allows altering the network topology and helps in balancing of traffic loads. Load balancing improves the lifespan and scalability of the WSNs. Here, a heuristic approach, coverage aware load balanced clustering, has been developed in order to increase the lifespan of the WSNs. Moreover, simulation results are demonstrated for a sample network and the results show that the network lifespan has increased and simultaneously energy consumption is reduced compared to the other existing techniques.","PeriodicalId":222340,"journal":{"name":"Int. J. Inf. Technol. Web Eng.","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124953552","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: 7
Security Against Network Layer Attacks for Hierarchal Mesh Environments 针对分层网格环境的网络层攻击安全性
Int. J. Inf. Technol. Web Eng. Pub Date : 2018-04-01 DOI: 10.4018/IJITWE.2018040105
Geetanjali Rathee, H. Saini
{"title":"Security Against Network Layer Attacks for Hierarchal Mesh Environments","authors":"Geetanjali Rathee, H. Saini","doi":"10.4018/IJITWE.2018040105","DOIUrl":"https://doi.org/10.4018/IJITWE.2018040105","url":null,"abstract":"","PeriodicalId":222340,"journal":{"name":"Int. J. Inf. Technol. Web Eng.","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121945735","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: 0
A Novel Approach for Multi-Cloud Storage for Mobile Devices 移动设备多云存储的新方法
Int. J. Inf. Technol. Web Eng. Pub Date : 2018-04-01 DOI: 10.4018/IJITWE.2018040103
R. Bedi, Jaswinder Singh, S. Gupta
{"title":"A Novel Approach for Multi-Cloud Storage for Mobile Devices","authors":"R. Bedi, Jaswinder Singh, S. Gupta","doi":"10.4018/IJITWE.2018040103","DOIUrl":"https://doi.org/10.4018/IJITWE.2018040103","url":null,"abstract":"Regardlessofhighembracingrateamongusers,MultiCloudStorageSystemsformobiledevices stillhavemanylimitations.Fromrecentstudies,itisclearthatmulticloudstoragesystemsworkwell fordesktopPCswherethereisnoresourcelimitationbutwhenaccessedonmobiledevices,these systemsconsumedalotofresourcesofthemobiledevice.Inthisarticle,theauthorsreviewedthree multicloudstoragesystemsformobiledevicesESFileExplorer,MultCloud,Otixoandevaluate theirperformanceonthebasisofparametersBatteryConsumption,CPUUsage,andDataUsageon Jio-FinetworkusingtwomobiledevicesMicromaxCanvasE352andRedmiNote4.Then,theauthors proposeanapproachformulticloudstorageformobiledevicesthatwillremovethelimitationsof previouslydiscussedsystems. KEyWoRDS Battery Consumption, CPU Usage, Data Usage, Mobile Devices, Multi Cloud Storage, Time Consumption","PeriodicalId":222340,"journal":{"name":"Int. J. Inf. Technol. Web Eng.","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115534089","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: 3
A MapReduce-Based User Identification Algorithm in Web Usage Mining 基于mapreduce的Web用户识别算法
Int. J. Inf. Technol. Web Eng. Pub Date : 2018-04-01 DOI: 10.4018/IJITWE.2018040102
M. Srivastava, Rakhi Garg, P. K. Mishra
{"title":"A MapReduce-Based User Identification Algorithm in Web Usage Mining","authors":"M. Srivastava, Rakhi Garg, P. K. Mishra","doi":"10.4018/IJITWE.2018040102","DOIUrl":"https://doi.org/10.4018/IJITWE.2018040102","url":null,"abstract":"Thisarticlecontendsthatintheboomingeraofinformation,analysingusers’navigationbehaviour isanimportanttask.Useridentificationisconsideredasoneoftheimportantandchallengingtasks inthedatapreprocessingphaseoftheWebusageminingprocess.Therearethreeimportantissues withthereactivestrategiesofUseridentificationmethodsthatneedtobefocused:thefirstisdealing ofsharing IPaddressproblem inaproxyserverenvironment, thesecond isdistinguishingusers fromWebrobots,andthethirdisdealingwithhugedatasetsefficiently.Inthisarticle,authorshave developedaMapReduce-basedUseridentificationalgorithmthatdealswiththeabovementioned threeissuesrelatedtouseridentificationmethods.Moreover,theexperimentontherealwebserver logshowstheeffectivenessandefficiencyofthedevelopedalgorithm. KEyWoRdS Data Cleaning, Data Preprocessing, Hadoop, MapReduce, User Identification, Web Server Log, Web Usage Mining","PeriodicalId":222340,"journal":{"name":"Int. J. Inf. Technol. Web Eng.","volume":"208 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133831146","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: 5
PowKMeans: A Hybrid Approach for Gray Sheep Users Detection and Their Recommendations PowKMeans:一种灰羊用户检测的混合方法及其建议
Int. J. Inf. Technol. Web Eng. Pub Date : 2018-04-01 DOI: 10.4018/IJITWE.2018040106
Honey Jindal, Shalini Agarwal, Neetu Sardana
{"title":"PowKMeans: A Hybrid Approach for Gray Sheep Users Detection and Their Recommendations","authors":"Honey Jindal, Shalini Agarwal, Neetu Sardana","doi":"10.4018/IJITWE.2018040106","DOIUrl":"https://doi.org/10.4018/IJITWE.2018040106","url":null,"abstract":"This article describes how recommender systems are software applications or web portals that generate personalized preferences using information filtering techniques, with a goal to support decision-makingoftheusers.Collaborative-basedtechniquesareoftenusedtopredicttheunknown preferencesoftheuserbaseduponhispastpreferencesorthepreferencesofthesimilarusersthat havealreadybeenidentified.Auserwhichhasahighcorrelationwithanygroupofusersisknown aswhiteuserwhereastheuserswhichhavelesscorrelationwithanygroupofusersareknownas gray-sheepusers.Thepresenceofgray-sheepusersaffectstheaccuracyofthemodel,andgenerates inaccuratepredictions.Toimprovethepredictionaccuracy,itisimportanttodifferentiategraysheep usersfromwhiteusers.ExperimentalresultsshowthatPowKMeansiseffectiveinimprovingthe predictionaccuracyby4.62%.IthasalsoshownreductioninMeanAbsoluteErrorby0.7757. KEyWoRDS Collaborative Filtering, Gray-Sheep Users, K-Means++, PowKMeans, Recommender System","PeriodicalId":222340,"journal":{"name":"Int. J. Inf. Technol. Web Eng.","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129578179","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: 5
Big Data Handling Over Cloud for Internet of Things 基于云的物联网大数据处理
Int. J. Inf. Technol. Web Eng. Pub Date : 2018-04-01 DOI: 10.4018/IJITWE.2018040104
T. Goyal, R. Rathi, V. Jain, E. Pilli, A. P. Mazumdar
{"title":"Big Data Handling Over Cloud for Internet of Things","authors":"T. Goyal, R. Rathi, V. Jain, E. Pilli, A. P. Mazumdar","doi":"10.4018/IJITWE.2018040104","DOIUrl":"https://doi.org/10.4018/IJITWE.2018040104","url":null,"abstract":"In this article, the authors have discussed about the connection between Internet of Things and growthofbigdata.Theyhavealsodiscussedshortreferenceontheevolution,features,lifecycle, andimplementationofBigDatafromIoToverthecloud.InternetofThingsrepresentsaplatformor environmentthatconsistsofenormousnumberofsensorsandmediatorsinterconnectingheterogeneous physicaldevicesovertheinternet.IoTapplicationsareavailableinmanyreal-worldareassuchas smartcity,smartworkplace,smarthome,smarttransportationandvariousotherubiquitouscomputing areas.UsingIoTapplicationsgeneratestremendousamountofdataforstorageandmanagementin theinternet.WiththetimeandresearchevolutionintegrationoftheIoTplatformsandcloudcomes inthemarketandIoTplatformsdatastorageandmanagementstartedshiftingtothecloudfromthe internetconnectedphysicalsystemsformanyreal-worldapplicationareas.Meanwhilewhenthis databecomeshugetermedasBigData.HandlingofBigDataovertheclouddevelopsmanynew areasofresearchandattention. KEyWORDS Big Data, Cloud Computing, Data Storage, Internet of Things(Iot), Sensors","PeriodicalId":222340,"journal":{"name":"Int. J. Inf. Technol. Web Eng.","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125924436","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: 6
A Model Transformation Approach for Specifying Real-Time Systems and Its Verification Using RT-Maude 实时系统的模型转换方法及其RT-Maude验证
Int. J. Inf. Technol. Web Eng. Pub Date : 2017-10-01 DOI: 10.4018/IJITWE.2017100102
Messaoud Bendiaf, M. Bourahla, Malika Boudia, S. Rehab
{"title":"A Model Transformation Approach for Specifying Real-Time Systems and Its Verification Using RT-Maude","authors":"Messaoud Bendiaf, M. Bourahla, Malika Boudia, S. Rehab","doi":"10.4018/IJITWE.2017100102","DOIUrl":"https://doi.org/10.4018/IJITWE.2017100102","url":null,"abstract":"Real-timesystemsmustbeproperlyvalidatedandverifiedbeforetheirmanufacturinganddeployment inordertoincreasetheirreliabilityandreducetheirmaintenancecost.Modelshavebeenusedfora longtimetobuildcomplexsystems,invirtuallyeveryengineeringfield.Thisisbecausetheyprovide invaluablehelp inmaking importantdesigndecisionsbefore the system is implemented. In this paper,theauthorsproposeanapproachbasedonmodeltransformationtoapplyformalverification techniquestodemonstratethecorrectnessofsystemdesigns.Atthefirststep,theydescribereal-time systemsbystatechart(machine)diagrams,assourcemodelstogenerateRT-Maudemodels(target models).Thesecondstepistousetheresultmodelstoverifythereal-timesystemsagainstspecified LTLpropertiesusingMaudeLTLModel-Checker.Thisapproachisillustratedthroughanexample. KEyWoRdS Formal Specification and Verification, Model Checking, Model Transformation, Model-to-Text Transformation, Real-Time Systems, Rewriting Logic, RT-Maude, Triple Graph Grammars","PeriodicalId":222340,"journal":{"name":"Int. J. Inf. Technol. Web Eng.","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133838838","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: 0
Real-Time Unspecified Major Sub-Events Detection in the Twitter Data Stream That Cause the Change in the Sentiment Score of the Targeted Event Twitter数据流中导致目标事件情绪评分变化的实时未指定主要子事件检测
Int. J. Inf. Technol. Web Eng. Pub Date : 2017-10-01 DOI: 10.4018/IJITWE.2017100101
Ritesh Srivastava, M. Bhatia
{"title":"Real-Time Unspecified Major Sub-Events Detection in the Twitter Data Stream That Cause the Change in the Sentiment Score of the Targeted Event","authors":"Ritesh Srivastava, M. Bhatia","doi":"10.4018/IJITWE.2017100101","DOIUrl":"https://doi.org/10.4018/IJITWE.2017100101","url":null,"abstract":"Twitter behaves as a social sensor of the world. The tweets provided by the Twitter Firehose reveal the properties of big data i.e. volume, variety, and velocity. With millions of users on Twitter,...","PeriodicalId":222340,"journal":{"name":"Int. J. Inf. Technol. Web Eng.","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125305803","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
Study on Secure Dynamic Covering Algorithm for E-Logistics Information in a Cloud Computing Platform 云计算平台下电子物流信息安全动态覆盖算法研究
Int. J. Inf. Technol. Web Eng. Pub Date : 2017-10-01 DOI: 10.4018/IJITWE.2017100103
Yan He
{"title":"Study on Secure Dynamic Covering Algorithm for E-Logistics Information in a Cloud Computing Platform","authors":"Yan He","doi":"10.4018/IJITWE.2017100103","DOIUrl":"https://doi.org/10.4018/IJITWE.2017100103","url":null,"abstract":"For traditional coverage method, local adaptive weighted search is adopted for subspace reconstruction of e-logistics information, which requires significant iterative computations and leads to large coverage errors and unsatisfactory results. This paper proposes a secure dynamic covering algorithm for e-logistics information based on the basis of directional clustering for the envelope of optimization solution vectors. A data network distribution model of e-logistics information on a cloud computing platform is constructed to extract features of e-logistics information and to construct time series of information flows. The directional clustering algorithm for the envelope of optimization solution vectors is introduced to schedule features of e-logistics information. The experimental results show that the proposed algorithm has higher coverage rate, smaller error, and increases performance of e-logistics information transmission and higher application value on a cloud computing platform.","PeriodicalId":222340,"journal":{"name":"Int. J. Inf. Technol. Web Eng.","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127369596","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: 0
HDAC High-Dimensional Data Aggregation Control Algorithm for Big Data in Wireless Sensor Networks 面向无线传感器网络大数据的HDAC高维数据聚合控制算法
Int. J. Inf. Technol. Web Eng. Pub Date : 2017-10-01 DOI: 10.4018/IJITWE.2017100105
Zeyu Sun, Xiaohui Ji
{"title":"HDAC High-Dimensional Data Aggregation Control Algorithm for Big Data in Wireless Sensor Networks","authors":"Zeyu Sun, Xiaohui Ji","doi":"10.4018/IJITWE.2017100105","DOIUrl":"https://doi.org/10.4018/IJITWE.2017100105","url":null,"abstract":"The process of high-dimensional data is a hot research area in data mining technology. Due to sparsity of the high-dimensional data, there is significant difference between the high-dimensional space and the low-dimensional space, especially in terms of the data process. Many sophisticated algorithms of low-dimensional space cannot achieve the expected effect, even cannot be used in the high-dimensional space. Thus, this paper proposes a High-dimensional Data Aggregation Control Algorithm for Big Data (HDAC). The algorithm uses information to eliminate the dimension not matching with the specified requirements. Then it uses the principal components method to analyze the rest dimension. Thus, the simplest method is used to reduce the calculation of dimensionality reduction as can as it possible. In the process of data aggregation, the self-adaptive data aggregation mechanism is used to reduce the phenomenon of network delay. Finally, the simulation shows that the algorithm can improve the performance of node energy-consumption, rate of the data post-back and the data delay.","PeriodicalId":222340,"journal":{"name":"Int. J. Inf. Technol. Web Eng.","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126365725","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: 5
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