(PDF) BIG DATA IN CLOUD COMPUTING: A LITERATURE REVIEW
(PDF) Big Data in Cloud Computing
(PDF) Cloud-Computing-Current-Research-Summary
(PDF) Research in Cloud Computing-An Overview
(PDF) Cloud Computing: Review on Recent Research Progress and Issues
(PDF) Research Analysis of Big Data and Cloud Computing with Emerging
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Big data analytics in Cloud computing: an overview
Big data analytics in cloud computing. Cloud Computing is the delivery of computing services such as servers, storage, databases, networking, software, analytics etc., over the Internet ("the cloud") with the aim of providing flexible resources, faster innovation and economies of scale [ 13 ]. Cloud computing has revolutionized the way ...
Full article: Big Data and cloud computing: innovation opportunities
From the aspects of a general introduction, sources, challenges, technology status and research opportunities, the following observations are offered: (i) cloud computing and Big Data enable science discoveries and application developments; (ii) cloud computing provides major solutions for Big Data; (iii) Big Data, spatiotemporal thinking and ...
Big data with cloud computing: Discussions and challenges
With the recent advancements in computer technologies, the amount of data available is increasing day by day. However, excessive amounts of data create great challenges for users. Meanwhile, cloud computing services provide a powerful environment to store large volumes of data. They eliminate various requirements, such as dedicated space and maintenance of expensive computer hardware and ...
Big Data and Cloud Computing: A Critical Review
Furthermore, this paper throws light on the open research challenges in this domain, stating the scope of future work. Seven V's of big data Cloud computing architecture
The rise of "big data" on cloud computing: Review and open research
The relationship between big data and cloud computing, big data storage systems, and Hadoop technology are also discussed. Furthermore, research challenges are investigated, with focus on scalability, availability, data integrity, data transformation, data quality, data heterogeneity, privacy, legal and regulatory issues, and governance.
Big Data Analytics in Cloud Computing
In this paper we will study the two unlike but related technologies - Big Data and cloud computing - and also examines the benefits and outcomes of using cloud computing for Big Data analytics. As information is being produced at a phenomenal scale and it is originating from every direction, such a monstrous measure of information makes enormous or complex informational indexes. These ...
Big Data and Cloud Computing: : A Critical Review
This paper aims to critically review the literature to find current issues and research gaps. This study illustrates the existing solutions and methods provided for big data and its rise in cloud computing technology. Furthermore, this paper throws light on the open research challenges in this domain, stating the scope of future work.
The rise of "big data" on cloud computing: Review and open research
Massive growth in the scale of data or big data generated through cloud computing has been observed. Addressing big data is a challenging and time-demanding task that requires a large computational infrastructure to ensure successful data processing and analysis. The rise of big data in cloud computing is reviewed in this study.
Big data analytics in Cloud computing: an overview
This paper, presents an overview of Big Data Analytics as a crucial process in many fields and sectors. We start by a brief introduction to the concept of Big Data, the amount of data that is generated on a daily bases, features and characteristics of Big Data.
Big Data and Cloud Computing: A Survey of the State-of-the-Art and
To this end, this tutorial paper discusses the current big data research and points out the research challenges and opportunities in this field by exploiting cloud computing technologies and building new models [ 5, 6, 16, 18, 33 - 36 ].
The rise of "big data" on cloud computing: Review and open research issues
The definition, characteristics, and classification of big data along with some discussions on cloud computing are introduced, and the relationship between big data and cloud computing, big data storage systems, and Hadoop technology are discussed.
Analysis of Big Data in Cloud Computing Technologies
This paper reviews the research challenges and issues associated with big data analysis in situations using cloud computing. It discusses both the traits and benefits of big data analytics in cloud computing, and highlights the major research challenges such as scalability, security, privacy and resource management.
Cloud computing research: A review of research themes, frameworks
This paper presents a meta-analysis of cloud computing research in information systems with the aim of taking stock of literature and their associated…
BIG DATA IN CLOUD COMPUTING: A LITERATURE REVIEW
Big Data, when used in cloud computing has applications in different fields such as Finance, Management, supply chain, planning, data storage, warehouses and many more.
Big Data Analytics in Cloud Computing: An overview
prevent diseases etc. This paper, presents an overview of Big. Data Analytics as a crucial process in many fields and sectors. We start by a brief introduction to the concept of Big Data, the ...
PDF Big data analytics in Cloud computing: an overview
Big data analytics in cloud computing. Cloud Computing is the delivery of computing services such as servers, storage, databases, networking, software, analytics etc., over the Internet ("the cloud") with the aim of providing flexible resources, faster innovation and economies of scale [13].
Applications of Big Data and Cloud Computing in Business and ...
This study discusses the main application domains of big data and cloud computing in business and management. For this study, research papers from databases were extracted using suitable keywords out of which only 67 papers were selected after filtration for final review.
Comprehensive Review: Security Challenges and Countermeasures for Big
Abstract: As big data becomes increasingly prevalent in the cloud computing, ensuring the security of data becomes paramount. This comprehensive review paper explores the security challenges and countermeasures associated with big data security in cloud computing environments.
Securing Machine Learning in the Cloud: A Systematic Review of Cloud
With the advances in machine learning (ML) and deep learning (DL) techniques, and the potency of cloud computing in offering services efficiently and cost-ef...
Performance Analysis of Big Data and Cloud Computing Techniques: A
This paper presents a survey for performance based comparative analysis of cloud-based big data frameworks from leading enterprises like Amazon, Google, IBM, and Microsoft, which will assist researcher, IT analysts, reader and business user in picking the framework best suited for their work ensuring success in terms of favourable outcomes.
Big Data in Cloud Computing
It also discusses the various application of big data in detail. The various related work, research challenges of big data in cloud computing, and the future direction are addressed in this chapter.
A comprehensive and systematic literature review on the big data
The Internet of Things (IoT) is a communication paradigm and a collection of heterogeneous interconnected devices. It produces large-scale distributed, and diverse data called big data. Big Data Management (BDM) in IoT is used for knowledge discovery and intelligent decision-making and is one of the most significant research challenges today. There are several mechanisms and technologies for ...
Top 10 Cloud Computing Research Topics of 2024
Explore the top 10 cloud computing research topics of 2024. Dive into the latest trends, challenges, and innovations shaping the field of cloud computing research.
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COMMENTS
Big data analytics in cloud computing. Cloud Computing is the delivery of computing services such as servers, storage, databases, networking, software, analytics etc., over the Internet ("the cloud") with the aim of providing flexible resources, faster innovation and economies of scale [ 13 ]. Cloud computing has revolutionized the way ...
From the aspects of a general introduction, sources, challenges, technology status and research opportunities, the following observations are offered: (i) cloud computing and Big Data enable science discoveries and application developments; (ii) cloud computing provides major solutions for Big Data; (iii) Big Data, spatiotemporal thinking and ...
With the recent advancements in computer technologies, the amount of data available is increasing day by day. However, excessive amounts of data create great challenges for users. Meanwhile, cloud computing services provide a powerful environment to store large volumes of data. They eliminate various requirements, such as dedicated space and maintenance of expensive computer hardware and ...
Furthermore, this paper throws light on the open research challenges in this domain, stating the scope of future work. Seven V's of big data Cloud computing architecture
The relationship between big data and cloud computing, big data storage systems, and Hadoop technology are also discussed. Furthermore, research challenges are investigated, with focus on scalability, availability, data integrity, data transformation, data quality, data heterogeneity, privacy, legal and regulatory issues, and governance.
In this paper we will study the two unlike but related technologies - Big Data and cloud computing - and also examines the benefits and outcomes of using cloud computing for Big Data analytics. As information is being produced at a phenomenal scale and it is originating from every direction, such a monstrous measure of information makes enormous or complex informational indexes. These ...
This paper aims to critically review the literature to find current issues and research gaps. This study illustrates the existing solutions and methods provided for big data and its rise in cloud computing technology. Furthermore, this paper throws light on the open research challenges in this domain, stating the scope of future work.
Massive growth in the scale of data or big data generated through cloud computing has been observed. Addressing big data is a challenging and time-demanding task that requires a large computational infrastructure to ensure successful data processing and analysis. The rise of big data in cloud computing is reviewed in this study.
This paper, presents an overview of Big Data Analytics as a crucial process in many fields and sectors. We start by a brief introduction to the concept of Big Data, the amount of data that is generated on a daily bases, features and characteristics of Big Data.
To this end, this tutorial paper discusses the current big data research and points out the research challenges and opportunities in this field by exploiting cloud computing technologies and building new models [ 5, 6, 16, 18, 33 - 36 ].
The definition, characteristics, and classification of big data along with some discussions on cloud computing are introduced, and the relationship between big data and cloud computing, big data storage systems, and Hadoop technology are discussed.
This paper reviews the research challenges and issues associated with big data analysis in situations using cloud computing. It discusses both the traits and benefits of big data analytics in cloud computing, and highlights the major research challenges such as scalability, security, privacy and resource management.
This paper presents a meta-analysis of cloud computing research in information systems with the aim of taking stock of literature and their associated…
Big Data, when used in cloud computing has applications in different fields such as Finance, Management, supply chain, planning, data storage, warehouses and many more.
prevent diseases etc. This paper, presents an overview of Big. Data Analytics as a crucial process in many fields and sectors. We start by a brief introduction to the concept of Big Data, the ...
Big data analytics in cloud computing. Cloud Computing is the delivery of computing services such as servers, storage, databases, networking, software, analytics etc., over the Internet ("the cloud") with the aim of providing flexible resources, faster innovation and economies of scale [13].
This study discusses the main application domains of big data and cloud computing in business and management. For this study, research papers from databases were extracted using suitable keywords out of which only 67 papers were selected after filtration for final review.
Abstract: As big data becomes increasingly prevalent in the cloud computing, ensuring the security of data becomes paramount. This comprehensive review paper explores the security challenges and countermeasures associated with big data security in cloud computing environments.
With the advances in machine learning (ML) and deep learning (DL) techniques, and the potency of cloud computing in offering services efficiently and cost-ef...
This paper presents a survey for performance based comparative analysis of cloud-based big data frameworks from leading enterprises like Amazon, Google, IBM, and Microsoft, which will assist researcher, IT analysts, reader and business user in picking the framework best suited for their work ensuring success in terms of favourable outcomes.
It also discusses the various application of big data in detail. The various related work, research challenges of big data in cloud computing, and the future direction are addressed in this chapter.
The Internet of Things (IoT) is a communication paradigm and a collection of heterogeneous interconnected devices. It produces large-scale distributed, and diverse data called big data. Big Data Management (BDM) in IoT is used for knowledge discovery and intelligent decision-making and is one of the most significant research challenges today. There are several mechanisms and technologies for ...
Explore the top 10 cloud computing research topics of 2024. Dive into the latest trends, challenges, and innovations shaping the field of cloud computing research.