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BIG DATA IN CLOUD COMPUTING: A LITERATURE REVIEW

Neelay Jagani, Parthil Jagani, Suril Shah
2021 International Journal of Engineering Applied Sciences and Technology  
Different analytics, technology involved in coupling of big data with cloud computing, the challenges involved in this process, trends applications of the domain and security factors involved are discussed  ...  In this paper, we have discussed Big Data implementation and application in Cloud Computing. 4 V's in big data can be applied in Cloud computing to get better performance, higher input details, better  ...  Data analytics IaaS can be deployed on premise or via a cloud provider.  ... 
doi:10.33564/ijeast.2021.v05i11.029 fatcat:2jf4oayz4rhqjp5zjof4amfzxu

Big Data Meet Cyber-Physical Systems: A Panoramic Survey [article]

Rachad Atat, Lingjia Liu, Jinsong Wu, Guangyu Li, Chunxuan Ye, Yang Yi
2018 arXiv   pre-print
Compared with other survey papers, this is the first panoramic survey on big data for CPS, where our objective is to provide a panoramic summary of different CPS aspects.  ...  Thus, we also provide an overview of the different security solutions proposed for CPS big data storage, access and analytics. We also discuss big data meeting green challenges in the contexts of CPS.  ...  A cloud service provider (CSP) collects and stores encrypted data, while a server, referred to as Evaluator, collaborates with CSP to perform mining over encrypted data.  ... 
arXiv:1810.12399v1 fatcat:2diydpforraofhyhhkfs3fnjtu

Big Data Meet Cyber-Physical Systems: A Panoramic Survey

Rachad Atat, Lingjia Liu, Jinsong Wu, Guangyu Li, Chunxuan Ye, Yi Yang
2018 IEEE Access  
Compared with other survey papers, this is the first panoramic survey on big data for CPS, where our objective is to provide a panoramic summary of different CPS aspects.  ...  Thus, we also provide an overview of the different security solutions proposed for CPS big data storage, access, and analytics.  ...  A cloud service provider (CSP) collects and stores encrypted data, while a server, referred to as Evaluator, collaborates with CSP to perform mining over encrypted data.  ... 
doi:10.1109/access.2018.2878681 fatcat:czfu37subng6bl3sgd3a243vn4

The rise of "big data" on cloud computing: Review and open research issues

Ibrahim Abaker Targio Hashem, Ibrar Yaqoob, Nor Badrul Anuar, Salimah Mokhtar, Abdullah Gani, Samee Ullah Khan
2015 Information Systems  
Massive growth in the scale of data or big data generated through cloud computing has been observed.  ...  The rise of big data in cloud computing is reviewed in this study. The definition, characteristics, and classification of big data along with some discussions on cloud computing are introduced.  ...  Scalable Big Data Analytics" To discuss the use of cloud for scalable big data analytics [55] "Cloud Computing Availability: Multi-clouds for Big Data Service" To overcome the issue of single cloud  ... 
doi:10.1016/j.is.2014.07.006 fatcat:7ponsae4z5adtowtjkphuqfzjm

D2.1 - Public administration requirements for privacy-preserving infrastructure

Filareti Tsalakanidou, Spiros Nikolopoulos, Sotiris Diplaris, Yiannis Kompatsiaris, Andrew Byrne, Fiach O'Donnell, Niamh O'Mahony, Manolis Mimilidis, Charalambos Chatzis, Hafize İlhan Özkan, Rebecca Beeckman, Darragh O'Suilleabhain (+8 others)
2018 Zenodo  
It also provides an indicative architecture for a cloud-based big data analytics platform.  ...  It includes a short presentation of the basics of available cloud models, with a focus on hybrid (public/private) cloud infrastructures, and discusses the main choices that have to be made for CUTLER's  ...  It also provides an indicative architecture for a cloud-based big data analytics platform.  ... 
doi:10.5281/zenodo.3385848 fatcat:qw63km4rlbf6pbdjeesp46jz54

Coming Together of Big Data and Cloud Computing : A Review

Muneeba Afzal Mukhdoomi, Ashish Oberoi, Ankur Gupta
2020 International Journal of Scientific Research in Computer Science Engineering and Information Technology  
This paper will mainly review processing of big data cloud using Hadoop and spark in cloud, advantages of driving Big Data using cloud computing and applications of Big data in Cloud.  ...  On the other hand, Cloud computing is a resourceful technology providing high computing power, scalability, computing resources as and when required for processing, storage, analytics and visualization  ...  File encryption, since machines contain data in cluster form which is more liable to be hacking. As a result, stored data should be encrypted.  ... 
doi:10.32628/cseit206613 fatcat:4xk42hnfffekriax53bd7ihbwy

Reverse-Engineering the Design Rules for Cloud-Based Big Data Platforms

Ravi S. Sharma, Purna N. Mannava, Stephen C. Wingreen
2022 Cloud Computing and Data Science  
Big Data platforms play a crucial role in many critical systems, combining with Internet-of-Things, Artificial Intelligence and Business Analytics.  ...  The objective of this paper is to "discover" a set of design principles and rules for Cloud-based Big Data platforms for complex, heterogeneous environments.  ...  AWS Analytics process scenario A sample scenario when using AWS with raw data with the objective of making it ready for analytics through converting this data to a tabular form or any other custom data  ... 
doi:10.37256/ccds.3220221213 fatcat:gl66q5dp7rcw3pojzisk62ftjy

Energy Cloud: Real-Time Cloud-Native Energy Management System to Monitor and Analyze Energy Consumption in Multiple Industrial Sites

Hugo Sequeira, Paulo Carreira, Thomas Goldschmidt, Philipp Vorst
2014 2014 IEEE/ACM 7th International Conference on Utility and Cloud Computing  
This created a challenge for real-time analytics. In order to address all these needs and challenges, we propose a cloud-native industrial EMS solution with cloud computing capabilities.  ...  Additionally, big data has emerged because of recent advances in field instrumentation that led to the generation of large quantities of machine data, with much more detail and higher sampling rates.  ...  ACKNOWLEDGMENTS This work was supported by national funds through Fundação para a Ciência e Tecnologia (FCT), under the project PEst-OE/EEI/LA0021/2013.  ... 
doi:10.1109/ucc.2014.79 dblp:conf/ucc/SequeiraCGV14 fatcat:epk7kmwamre3ha7elptk7nx22e

A Comprehensive Overview of Privacy and Data Security for Cloud Storage

Dr. Nikhat Akhtar, Dr. Bedine Kerim, Dr. Yusuf Perwej, Dr. Anurag Tiwari, Dr. Sheeba Praveen
2021 International Journal of Scientific Research in Science Engineering and Technology  
We conduct a thorough assessment of the literature on data security and privacy issues, data encryption technologies, and related countermeasures in cloud storage systems in this study.  ...  Cloud computing can be thought of as a new computing typology that can provide on-demand services at a low cost.  ...  As a result, customers can store and analyze data on the cloud with the help of a cloud service provider. The lack of transparency might also result in the loss of a significant amount of data.  ... 
doi:10.32628/ijsrset21852 fatcat:mi2jqmcttbbczb3433b6zhizii

A study on medical Internet of Things and Big Data in personalized healthcare system

V. Jagadeeswari, V. Subramaniyaswamy, R. Logesh, V. Vijayakumar
2018 Health Information Science and Systems  
In this paper, we have made a detailed study on the recent emerging technologies in the personalized healthcare systems with the focus towards cloud computing, fog computing, Big Data analytics, IoT and  ...  Internet of Things (IoT) is a significant advancement in the Big Data era, which supports many real-time engineering applications through enhanced services.  ...  The traditional storage system is difficult to achieve in Big Data analytics; so cloud storage system like Amazon S2, Amazon EC2, Elastic Block Store provides a solution to the Big Data analytics by offers  ... 
doi:10.1007/s13755-018-0049-x pmid:30279984 pmcid:PMC6146872 fatcat:3of73747mzhp7kob4hfyn45wwa

Smart Resilient Security Framework and Solutions for Cloud-driven Digital Supply Networks

2019 VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE  
Also, the Data Residency for cloud-based logistics services is elaborated with Data Security analysis.  ...  The cloud-based logistics services allow cost reduction, higher elasticity, flexibility, and maximum utilization of resources for performing high computations and data analytics.  ...  Moreover, many passwords are stored in plain text; a hacker can crack a mobile device in a short period.  ... 
doi:10.35940/ijitee.b7073.129219 fatcat:tjvlcde4vveibpyausi5f6jdye

Big Data Technologies And Infrastructures

Sebnem Rusitschka, Alejandro Ramirez
2014 Zenodo  
Big Data Technologies and Infrastructures. Deliverable D1.4 BYTE Project.  ...  Adapting visual analytics to the masses of Big Data is a challenge. At the same time, visual analytics can be a very powerful step in the process of knowledge discovery from mass data.  ...  As a first step of analytics, data presentation, through visual analytics, enables data scientists and business users to faster gain a common understanding of the quality or value of data and formulate  ... 
doi:10.5281/zenodo.49166 fatcat:wn4umt6tibc6pmiz5zkibogvzm

Fifty-Six Big Data V's Characteristics and Proposed Strategies to Overcome Security and Privacy Challenges (BD2)

Abou_el_ela Abdou Hussein
2020 Journal of Information Security  
A lot of researches treat with big data challenges starting from Doug Laney's landmark paper, during the previous two decades; the big challenge is how to operate a huge volume of data that has to be securely  ...  The present paper highlights important concepts of Fifty-six Big Data V's characteristics.  ...  Contemporary schemes such as homomorphic, attribute-based, and image encryption are being explored to ensure that sensitive private data is secured in cloud and other big data storage and service platforms  ... 
doi:10.4236/jis.2020.114019 fatcat:xbneszswizablaqhospyv7tgli

The Anatomy of Big Data Computing [article]

Raghavendra Kune, Pramodkumar Konugurthi, Arun Agarwal, Raghavendra Rao Chillarige, Rajkumar Buyya
2015 arXiv   pre-print
; a new paradigm which combines large scale compute, new data intensive techniques and mathematical models to build data analytics.  ...  of Big Data and Clouds known as Big Data Clouds, layered architecture and components of Big Data Cloud and finally discusses open technical challenges and future directions.  ...  Acknowledgements We thank Rodrigo Calheiros, Nikolay Grozev, Amir Vahid, and Harshit Gupta for their comments and suggestions on improving the quality of paper.  ... 
arXiv:1509.01331v1 fatcat:vqea74fgk5h5jpapwaaplvhuda

Privacy-Preserving Cloud Computing: Ecosystem, Life Cycle, Layered Architecture and Future Roadmap [article]

Saeed Ahmadi
2022 arXiv   pre-print
Likewise, privacy in cloud computing is important because it ensures that the integrity of data stored on the cloud maintains intact.  ...  This paper helps to identify existing trends by establishing a layered architecture along with a life cycle and an ecosystem for privacy-preserving cloud systems in addition to identifying the existing  ...  Since storing a vast amount of data in Cloud Computing is becoming a challenge for service providers.  ... 
arXiv:2204.11120v1 fatcat:tx75pckegjgqxg6tiibptiazbi
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