Distributed Big Data Analysis Using Spark Parallel Data Processing - Info and Reading Options

By Bulletin of Electrical Engineering and Informatics

“Distributed Big Data Analysis Using Spark Parallel Data Processing” Metadata:

Title: ➤ Distributed Big Data Analysis Using Spark Parallel Data Processing
Author: ➤ Bulletin of Electrical Engineering and Informatics

Edition Identifiers:

Internet Archive ID: 10.11591eei.v11i3.3187

AI-generated Review of “Distributed Big Data Analysis Using Spark Parallel Data Processing”:

Select your preferred language for the answer

"Distributed Big Data Analysis Using Spark Parallel Data Processing" Description:

The Internet Archive:

Nowadays, the big data marketplace is rising rapidly. The big challenge is finding a system that can store and handle a huge size of data and then processing that huge data for mining the hidden knowledge. This paper proposed a comprehensive system that is used for improving big data analysis performance. It contains a fast big data processing engine using Apache Spark and a big data storage environment using Apache Hadoop. The system tests about 11 Gigabytes of text data which are collected from multiple sources for sentiment analysis. Three different machine learning (ML) algorithms are used in this system which is already supported by the Spark ML package. The system programs were written in Java and Scala programming languages and the constructed model consists of the classification algorithms as well as the pre-processing steps in a figure of ML pipeline. The proposed system was implemented in both central and distributed data processing. Moreover, some datasets manipulation manners have been applied in the system tests to check which manner provides the best accuracy and time performance. The results showed that the system works efficiently for treating big data, it gains excellent accuracy with fast execution time especially in the distributed data nodes.

Read “Distributed Big Data Analysis Using Spark Parallel Data Processing”:

Read “Distributed Big Data Analysis Using Spark Parallel Data Processing” by choosing from the options below.

Available Downloads for “Distributed Big Data Analysis Using Spark Parallel Data Processing”:

"Distributed Big Data Analysis Using Spark Parallel Data Processing" is available for download from The Internet Archive in "texts" format, the size of the file-s is: 10.01 Mbs, and the file-s went public at Thu Jun 30 2022.

Legal and Safety Notes

Copyright Disclaimer and Liability Limitation:

A. Automated Content Display
The creation of this page is fully automated. All data, including text, images, and links, is displayed exactly as received from its original source, without any modification, alteration, or verification. We do not claim ownership of, nor assume any responsibility for, the accuracy or legality of this content.

B. Liability Disclaimer for External Content
The files provided below are solely the responsibility of their respective originators. We disclaim any and all liability, whether direct or indirect, for the content, accuracy, legality, or any other aspect of these files. By using this website, you acknowledge that we have no control over, nor endorse, the content hosted by external sources.

C. Inquiries and Disputes
For any inquiries, concerns, or issues related to the content displayed, including potential copyright claims, please contact the original source or provider of the files directly. We are not responsible for resolving any content-related disputes or claims of intellectual property infringement.

D. No Copyright Ownership
We do not claim ownership of any intellectual property contained in the files or data displayed on this website. All copyrights, trademarks, and other intellectual property rights remain the sole property of their respective owners. If you believe that content displayed on this website infringes upon your intellectual property rights, please contact the original content provider directly.

E. Fair Use Notice
Some content displayed on this website may fall under the "fair use" provisions of copyright law for purposes such as commentary, criticism, news reporting, research, or educational purposes. If you believe any content violates fair use guidelines, please reach out directly to the original source of the content for resolution.

Virus Scanning for Your Peace of Mind:

The files provided below have already been scanned for viruses by their original source. However, if you’d like to double-check before downloading, you can easily scan them yourself using the following steps:

How to scan a direct download link for viruses:

1- Copy the direct link to the file you want to download (don’t open it yet).
2- Visit VirusTotal (a free online tool) and paste the direct link into the provided field to start the scan.
3- VirusTotal will scan the file using multiple antivirus vendors to detect any potential threats.
4- Once the scan confirms the file is safe, you can proceed to download it with confidence and enjoy your content.

Available Downloads

Source: Internet Archive
Internet Archive Link: Archive.org page
All Files are Available: Yes
Number of Files: 15
Number of Available Files: 15
Added Date: 2022-06-30 08:13:45
Scanner: Internet Archive HTML5 Uploader 1.6.4
PPI (Pixels Per Inch): 300
OCR: tesseract 5.1.0-1-ge935
OCR Detected Language: en

Available Files:

1- Metadata

File origin: original
File Format: Metadata
File Size: 0.00 Mbs
File Name: 10.11591eei.v11i3.3187_files.xml
Direct Link: Click here

2- Metadata

File origin: original
File Format: Metadata
File Size: 0.00 Mbs
File Name: 10.11591eei.v11i3.3187_meta.sqlite
Direct Link: Click here

3- Metadata

File origin: original
File Format: Metadata
File Size: 0.00 Mbs
File Name: 10.11591eei.v11i3.3187_meta.xml
Direct Link: Click here

4- Text PDF

File origin: original
File Format: Text PDF
File Size: 0.00 Mbs
File Name: 36-3187.pdf
Direct Link: Click here

5- Item Tile

File origin: original
File Format: Item Tile
File Size: 0.00 Mbs
File Name: __ia_thumb.jpg
Direct Link: Click here

6- chOCR

File origin: derivative
File Format: chOCR
File Size: 0.00 Mbs
File Name: 36-3187_chocr.html.gz
Direct Link: Click here

7- DjVuTXT

File origin: derivative
File Format: DjVuTXT
File Size: 0.00 Mbs
File Name: 36-3187_djvu.txt
Direct Link: Click here

8- Djvu XML

File origin: derivative
File Format: Djvu XML
File Size: 0.00 Mbs
File Name: 36-3187_djvu.xml
Direct Link: Click here

9- hOCR

File origin: derivative
File Format: hOCR
File Size: 0.00 Mbs
File Name: 36-3187_hocr.html
Direct Link: Click here

10- OCR Page Index

File origin: derivative
File Format: OCR Page Index
File Size: 0.00 Mbs
File Name: 36-3187_hocr_pageindex.json.gz
Direct Link: Click here

11- OCR Search Text

File origin: derivative
File Format: OCR Search Text
File Size: 0.00 Mbs
File Name: 36-3187_hocr_searchtext.txt.gz
Direct Link: Click here

12- Single Page Processed JP2 ZIP

File origin: derivative
File Format: Single Page Processed JP2 ZIP
File Size: 0.01 Mbs
File Name: 36-3187_jp2.zip
Direct Link: Click here

13- Page Numbers JSON

File origin: derivative
File Format: Page Numbers JSON
File Size: 0.00 Mbs
File Name: 36-3187_page_numbers.json
Direct Link: Click here

14- Scandata

File origin: derivative
File Format: Scandata
File Size: 0.00 Mbs
File Name: 36-3187_scandata.xml
Direct Link: Click here

15- Archive BitTorrent

File origin: metadata
File Format: Archive BitTorrent
File Size: 0.00 Mbs
File Name: 10.11591eei.v11i3.3187_archive.torrent
Direct Link: Click here

Search for “Distributed Big Data Analysis Using Spark Parallel Data Processing” downloads:

Visit our Downloads Search page to see if downloads are available.

Find “Distributed Big Data Analysis Using Spark Parallel Data Processing” in Libraries Near You:

Read or borrow “Distributed Big Data Analysis Using Spark Parallel Data Processing” from your local library.

The WorldCat Libraries Catalog: Find a copy of “Distributed Big Data Analysis Using Spark Parallel Data Processing” at a library near you.

Buy “Distributed Big Data Analysis Using Spark Parallel Data Processing” online:

Shop for “Distributed Big Data Analysis Using Spark Parallel Data Processing” on popular online marketplaces.

Ebay: New and used books.

Find "Distributed Big Data Analysis Using Spark Parallel Data Processing" in Wikipdedia

Select your preferred wikipedia language version

"Distributed Big Data Analysis Using Spark Parallel Data Processing" - Information and Links: