Big Data Technologies and Applications

Furht, Borko; Villanustre, Flavio

doi:10.1007/978-3-319-44550-2

Cited by 44 publications

(22 citation statements)

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“…Thus, conventional static Business Intelligence tools may not be suitable for efficient big data applications anymore. Big data has been defined by most experts using the three main characteristics of big data as follows [21]:…”

Section: Big Data Definitionmentioning

confidence: 99%

A novel approach for big data processing using message passing interface based on memory mapping

2019

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The analysis and processing of big data are one of the most important challenges that researchers are working on to find the best approaches to handle it with high performance, low cost and high accuracy. In this paper, a novel approach for big data processing and management was proposed that differed from the existing ones; the proposed method employs not only the memory space to reads and handle big data, it also uses space of memory-mapped extended from memory storage. From a methodological viewpoint, the novelty of this paper is the segmentation stage of big data using memory mapping and broadcasting all segments to a number of processors using a parallel message passing interface. From an application viewpoint, the paper presents a high-performance approach based on a homogenous network which works parallelly to encrypt-decrypt big data using AES algorithm. This approach can be done on Windows Operating System using .NET libraries.

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Section: Big Data Definitionmentioning

confidence: 99%

A novel approach for big data processing using message passing interface based on memory mapping

2019

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“…In addition, technology has made it possible to compile and investigate large amounts of speech data, treated and annotated in different ways and specifically suited to several research fronts, in a line with the view that privileges the acquisition of knowledge from huge corpora (cf. the concept of "big data" in FURHT; VILLANUSTRE, 2016). The automatic processing of the acoustic signal allows us to segment discourse into smaller units, from the utterance (or perhaps from larger units like the "paragraphs") to the syllable and its constituents; furthermore, it allows us to investigate how human speech conveys boundaries (or their absence) at different hierarchical levels.…”

Section: Prosodic Segmentation: Between Form and Functionmentioning

confidence: 99%

Spontaneous Speech Segmentation: Functional and Prosodic Aspects With Applications for Automatic Segmentation / A segmentação da fala espontânea: aspectos prosódicos, funcionais e aplicações para a tecnologia

Barbosa

Raso

2018

RELIN

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“…Virtualization technology is the key equipment used to help cloud computing grip large amounts of data flexibly and facilitate the process of managing big data. [13][14].…”

Section: Valuementioning

confidence: 99%

Futuristic Correlation of Big Data & Cloud Computing in the New Millennium

Shallu¹

2018

WCMC

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Exchange a few words by using information technology in a variety of ways manufacture big amounts of data. Such data requires dealing out and storage. The cloud is an online storage space model where data is stored on multiple virtual servers. Big data processing represents a new face up to in computing, particularly in cloud computing. Data processing involves data acquirement, storage and analysis. In this respect, there are many questions including, what is the connection between big data and cloud computing? And how is big data processed in cloud computing? The answer to these difficulties will be talk about in this paper, where the big data and cloud computing will be studied, in adding up to receiving acquainted with the relationship between them in terms of safety and challenges. It recommends a period for big data, and a model that illustrates the relationship between big data and cloud computing.

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Big Data Technologies and Applications

Cited by 44 publications

References 0 publications

A novel approach for big data processing using message passing interface based on memory mapping

A novel approach for big data processing using message passing interface based on memory mapping

Spontaneous Speech Segmentation: Functional and Prosodic Aspects With Applications for Automatic Segmentation / A segmentação da fala espontânea: aspectos prosódicos, funcionais e aplicações para a tecnologia

Futuristic Correlation of Big Data & Cloud Computing in the New Millennium

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