دانلود رایگان مقاله لاتین آنالیز شبکه IO در محیط کلان داده از سایت الزویر
عنوان فارسی مقاله:
آنالیز شبکه IO در محیط کلان داده ها بر اساس ظروف داکر
عنوان انگلیسی مقاله:
Analysis of a Network IO Bottleneck in Big Data Environments Based on Docker Containers
سال انتشار : 2016
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مقدمه انگلیسی مقاله:
1. Introduction
Data are unorganized facts that need to be processed. When data are processed, organized and structured in a given context so as to make them useful, they are called Information [10]. Now, every business is powered with Information Technology (IT) and generating big data. There is a potential demand to process big data for rapid and accurate business decisions. Data scientists divided big data into five dimensions: Volume, Value, Velocity, Variety and Veracity (simply Big data 5V’s). Volume refers to vast amounts of data generated every second. To create Value for the business, volumes of data should be processed to determine the relevance within the data sets. Velocity refers to the data processing at data gathering speed. Variety refers to managing, merging and processing of structured and un-structured data. Veracity refers to the biases, noise and abnormality in data.Virtualization technology became de facto standard for all public and private cloud requirements. Virtualization has consolidated all the hardware components and created software redundancy layers for elastic work loads. Docker framework introduced manageable Linux containers [3] called Docker Containers. Docker is an open platform for developers and system administrators to build, ship, and run distributed applications. Hadoop is an open-source software framework for storing and processing the big data in a distributed fashion on large clusters.
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کلمات کلیدی:
Performance Measurements and Analysis of Network I/O Applications ... ieeexplore.ieee.org/document/5558009/ by Y Mei - 2010 - Cited by 85 - Related articles In this paper, we present our performance measurement study of network I/O applications in virtualized cloud. We focus our measurement based analysis on ... Analysis of Network IO Performance in Hadoop Cluster Environments ... link.springer.com/content/pdf/10.1007%2F978-981-10-0451-3_22.pdf by PCV Varma - 2016 - Cited by 1 - Related articles Analysis of Network IO Performance in Hadoop Cluster Environments Based on Docker Containers. P. China Venkanna Varma, K.V. Kalyan Chakravarthy,. Analysis of a Network IO Bottleneck in Big Data Environments - Scribd https://www.scribd.com/.../Analysis-of-a-Network-IO-Bottleneck-in-Big-Data-Environm... Big Data Research 3 (2016) 24–28. Contents lists available at ScienceDirect. Big Data Research www.elsevier.com/locate/bdr. Analysis of a Network IO ... Analysis of a Network IO Bottleneck in Big Data Environments ... - مدیریو https://modirio.com › کتابخانه Translate this page Analysis of a Network IO Bottleneck in Big Data Environments Based on Docker Containers ... A network-based approach for increasing discrimination in data ... A performance analysis of advanced I/O architectures for PC-based ... iopscience.iop.org/article/10.1088/0967-1846/1/6/002 by KD Huynh - 1994 - Cited by 2 - Related articles A performance analysis of advanced I/O architectures for PC-based network file servers. K D Huynh and T M Khoshgoftaar. Distributed Systems Engineering ... [PDF]Network Traffic Monitoring & Analysis with GPUs - GPU Technology ... on-demand.gputechconf.com/.../S3146-Network-Traffic-Monitoring-Analysis-GPUs.... by W Wu - Cited by 3 - Related articles Characteristics of packet-based network monitoring & analysis applications. • Time constraints on packet processing. • Compute and I/O throughput-intensive.
