Big Data Analysis: Apache Spark Perspective

Abdul Ghaffar Shoro; Tariq Rahim Soomro

Big Data Analysis: Apache Spark Perspective

Abdul Ghaffar Shoro * §

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Tariq Rahim Soomro

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§ SZABIST Dubai Campus

Big Data Analysis: Apache Spark Perspective

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Abstract

Big Data have gained enormous attention in recent years. Analyzing big data is very common requirement today and such requirements become nightmare when analyzing of bulk data source such as twitter twits are done, it is really a big challenge to analyze the bulk amount of twits to get relevance and different patterns of information on timely manner. This paper will explore the concept of Big Data Analysis and recognize some meaningful information from some sample big data source, such as Twitter twits, using one of industries emerging tool, known as Spark by Apache.

References

14 Cites in Article

Reference Format

(2015). Unknown Title.
(2014). Community effort driving standardization of Apache Spark through expanded role in Hadoop Project, Cloudera, Databricks, IBM, Intel, and Map R, Open SourceStandards.
(2014). Big Data: what I is and why it mater.
Nick Lewis (2014). information security threat questions.
Michael Goldberg (2012). Cloud Security Alliance Lists 10 Big data security Challenges.
Securosis (2012). Securing Big Data: Security Recommendations for Hadoop and No SQL Environment.
Steve Hurst (2013). To 10 Security Challenges for 2013.
Mark Hoover (2013). Do you know big data's top 9 challenges?.
Marketwired (2014). Big Data processing using Apache Spark and Hadoop.
R Donkin (2014). HadoopAndFriends.
Sameer Wadkar,Madhu Siddalingaiah (2014). Monitoring Hadoop.
Casey Stella (2014). Spark for Data Science: A Case Study.
Abhi Basu (2014). Survey Paper on Big Data Analytics in Real Time Satellite Data.
Spark Mlib (2014). Apache Spark performance.

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Funding

No external funding was declared for this work.

Conflict of Interest

The authors declare no conflict of interest.

Ethical Approval

No ethics committee approval was required for this article type.

Data Availability

Not applicable for this article.

How to Cite This Article

Abdul Shoro, Tariq Soomro. 2015. "Big Data Analysis: Apache Spark Perspective". Global Journal of Computer Science and Technology, Global Journal of Computer Science and Technology - C: Software & Data Engineering GJCST-C Volume 15 (GJCST Volume 15 Issue C1).

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GJCST Volume 15 Issue C1

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Journal Specifications

Crossref Journal DOI 10.17406/gjcst

Print ISSN 0975-4350

e-ISSN 0975-4172

Keywords

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Classification

D.2.11

H.2.8

Submission ReceivedDecember 7, 2014
Peer Review Double Blind
Handling Editor
Accepted January 5, 2015
Published January 15, 2015

Version of record

v1.2

Issue date

February 21, 2015

Language

English

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Article Matrices

Total Score: 162

Country: United Arab Emirates

Subject: Global Journal of Computer Science and Technology

Authors: Abdul Ghaffar Shoro, Tariq Rahim Soomro (PhD/Dr. count: 0)

View Count (all-time): 389

Total Views (Real + Logic): 2722

Total Downloads (simulated): 224

Publish Date: 2015 01, Thu

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Total Views: 2.7K

Total Downloads: 224

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