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Big Data Challenges in IOT and Cloud Assignment

Added on - 22 Nov 2020

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RESEARCHREPORT
Table of ContentsANALYSE.......................................................................................................................................11.Purpose.....................................................................................................................................12. Topic.......................................................................................................................................13. Structure..................................................................................................................................14. Problem statement...................................................................................................................15. Annotated bibliography...........................................................................................................2LITERATURE REVIEW...............................................................................................................4Introduction.................................................................................................................................4Theme 1: Basic concept of IOT and CLOUD............................................................................4Theme 2: Impact of IOT on Big data..........................................................................................6Theme 3: The issues of Big data in CLOUD.............................................................................7Theme 4: Analysis ways through which challenges of Big data in IOT and CLOUD can beovercome.....................................................................................................................................8CONCLUSION..............................................................................................................................10REFERENCES..............................................................................................................................12
Topic:Big data challenges in IOT and CLOUDANALYSE1.PurposePurpose behind this report is to identify big data challenges faced in CLOUD and IOT.This report will cover all aspects related with big data challenges. Big data is defined as set ofunstructured, structured and semi-structured data along with analysis of it to attain businesstrends. Cloud is referred as assessing information technology, computer and other softwareapplications with the help of network connection usually internet connectivity. IOT is a systemof physical objects which are connected with internet. Thing in IOT is specified to any device orperson that is assigned with the help of internet services. Main purpose of this research is toacknowledge data challenges that are faced while implementing IOT and CLOUD technology.This research will benefits the researcher in gaining best knowledge about data challenges inCLOUD and IOT.2. TopicChosen topic for this report is “Big data challenges in IOT and CLOUD”3. StructureStructure of this particular research is prepared in accordance a systematic order.Structure of research will include main purpose behind this report , specific topic of research,different problem statements, annotated bibliography along with other aspects which areimportant to carry out this research. In this particular report, researcher can take help of differentconcepts to make this study more accurate. For data collection both primary and secondarymethods can be used. Data gathered by these methods will be accurate due to which generatedresults will be appropriate. Other than that researcher can take help of qualitative researchmethod in which non numerical data can be generated with the help of observations, focusgroups etc. There are different methods and approaches which are relevant and helps in carryingout this research desirably.4. Problem statementImplementation of Big data in IOT and CLOUD is a challenging tasks and can results increating a disadvantageous situation. Major problem in this regard is security of big data inCLOUD and IOT environment. This is because integration of big data with these aspects results1
in creating a new unfamiliar platform. Due to this platform heterogeneity can take place that canresults in different security issues. Another problem in this regard is the location and nature ofdata. This is due to fact that in big data, the available data can be stored in different locations.CLOUD and IOT techniques may not have access to these locations due to which disruptions inperforming operations can be faced.5. Annotated bibliographyArticle 1Big data is an emerging technology and a concept which defines the incapability oftraditional data architectures to effectively manage the sets of new data (Sofany and et. al.,2017). There are four v's in big data i.e. velocity, veracity, volume and variety.Article 2In general, there are three categories associated with stakeholders of Big data. Thesecategories are Big data utilizers, Big data collectors and Big data generators (Zwitter, 2014).Article 3IOT is based on communication networks, intelligence and sensors which assists inmanaging the entire procedure and generated data in a proper manner (Gaona-García and et. al.,2017). Sensors are termed as sense of systems and can be used in large amount due to theirimportance.Article 4IOT will comprises of billions of devices that can sense, communicate, compute andpotentially actuate (Zaslavsky and et. al., 2013). Data streams is comes from these devices wouldchallenge a traditional approach to data management and contributes to emerging problem of bigdata.Article 5IOT majorly related to an applications that are emerged as an important field for both anengineer and researcher's, reflecting upon magnitude and impact of data based problems whichneeds to be solved in contemporary business issues(Cai and et. al., 2017).Article 6Major success of the IOT is required to be provisioned attributed with ubiquity,efficiency, high performance and reliability (Biswas and Giaffreda, 2014) In order to continue2
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