Big data with cloud computing: Discussions and challenges
نویسندگان
چکیده
With the recent advancements in computer technologies, amount of data available is increasing day by day. However, excessive amounts create great challenges for users. Meanwhile, cloud computing services provide a powerful environment to store large volumes data. They eliminate various requirements, such as dedicated space and maintenance expensive hardware software. Handling big time-consuming task that requires computational clusters ensure successful storage processing. In this work, definition, classification, characteristics are discussed, along with services, Microsoft Azure, Google Cloud, Amazon Web Services, International Business Machine cloud, Hortonworks, MapR. A comparative analysis cloud-based frameworks also performed. Various research defined terms distributed database storage, security, heterogeneity, visualization.
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ژورنال
عنوان ژورنال: Big data mining and analytics
سال: 2022
ISSN: ['2096-0654']
DOI: https://doi.org/10.26599/bdma.2021.9020016