دانلود مقاله انگلیسی رایگان:یک بررسی تجربی در چارچوب داده های بزرگ - 2018

• An experimental survey on big data frameworks
  

  سال انتشار:

  2018

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  عنوان انگلیسی مقاله:

  An experimental survey on big data frameworks

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  ترجمه فارسی عنوان مقاله:

  یک بررسی تجربی در چارچوب داده های بزرگ

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  منبع:

  Sciencedirect - Elsevier - Future Generation Computer Systems, Corrected proof: doi:10:1016/j:future:2018:04:032

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  نویسنده:

  Wissem Inoubli a, Sabeur Aridhi b,*, Haithem Mezni c, Mondher Maddouri d, Engelbert Mephu Nguifo e

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  چکیده انگلیسی:

  Recently, increasingly large amounts of data are generated from a variety of sources. Existing data pro cessing technologies are not suitable to cope with the huge amounts of generated data. Yet, many research works focus on Big Data, a buzzword referring to the processing of massive volumes of (unstructured) data. Recently proposed frameworks for Big Data applications help to store, analyze and process the data. In this paper, we discuss the challenges of Big Data and we survey existing Big Data frameworks. We also present an experimental evaluation and a comparative study of the most popular Big Data frameworks with several representative batch and iterative workloads. This survey is concluded with a presentation of best practices related to the use of studied frameworks in several application domains such as machine learning, graph processing and real-world applications.
  Keywords: Big data ، MapReduce ، Hadoop ، HDFS ، Spark ، Flink ، Storm ،Samza ، Batch/stream processing

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  سطح: متوسط

  تعداد صفحات فایل pdf انگلیسی: 19

  حجم فایل: 2075 کیلوبایت

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  قیمت: رایگان

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  توضیحات اضافی:

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  سفارش ترجمه مقاله

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  کلمات کلیدی:
  Big data , MapReduce , Hadoop , HDFS , Spark , Flink , Storm , Samza , Batch/stream processing , داده های بزرگ , هادوپ

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  بازدید:[2] بازدید کننده:[2] نظرات : [0]

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