دانلود مقاله انگلیسی رایگان:مراقبت مختصر از بازنمائی داده بزرگ - 2016

• Concise Essence-Preserving Big Data Representation
  

  سال انتشار:

  2016

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  عنوان انگلیسی مقاله:

  Concise Essence-Preserving Big Data Representation

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  ترجمه فارسی عنوان مقاله:

  مراقبت مختصر از بازنمائی داده بزرگ

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  منبع:

  IEEE - 2016 IEEE International Conference on Big Data (Big Data)

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  نویسنده:

  Philip Derbeko, Shlomi Dolev, Ehud Gudes

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  چکیده انگلیسی:

  Controversially, more data is not necessary better than less data. The explosion of the data lead to a number of interesting practical and theoretical problems. Among those problems are the need to filter, process, verify, index, distribute, protect and make redundant copies of the data. This data “massaging” usually take a lot of time and processing power. However, the quantity of the collected data does not necessary mean quality, as a lot of data is repetitive or does not contain any new information. Nevertheless, it still has to be processed, filtered, consumes high communication volume, has to be protected from breaches and from storage failures. In this position paper we propose to perform data reduction techniques on the collected (big) data prior to gathering of the data in a single location. In many cases (exemplified by two use-cases), especially in Internetof-Things (IoT), those techniques might save tremendous amounts of power, processing time and network traffic.
  Index Terms: Big Data | Data Reduction | Big Data Analysis | Big Data Performance

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  سطح: متوسط

  تعداد صفحات فایل pdf انگلیسی: 4

  حجم فایل: 123 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 , Data Reduction , Big Data Analysis , Big Data Performance , داده های بزرگ , کاهش داده ها , تحلیل داده های بزرگ , کارایی داده های بزرگ

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  بازدید:[1] بازدید کننده:[1] نظرات : [0]

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