BIG DATA ANALYTICS: PLATFORMS, AND APPLICATIONS

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Sohangir Sina

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Seminar Paper

Paper Information

Seminar: CONFERENCE BIG DATA
Year:2015 | Issue:1

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Information Seminar Paper

Title

BIG DATA ANALYTICS: PLATFORMS, AND APPLICATIONS

Author(s)

Sohangir Sina | Issue Writer Certificate

Keywords

BIG DATA

MAPREDUCE

DISTRIBUTED SYSTEMS

HDFS

HADOOP

SPARK

MACHINE LEARNING

Abstract

BIG DATA HAS BEEN ONE OF HOTTEST TERMS OF THE PAST FEW YEARS. YET, BIG DATA AND BIG DATA ANALYTICS ARE USED IN SEVERAL DIFFERENT CONTEXTS TO REFER TO A WIDE RANGE OF SOLUTIONS AND TECHNOLOGIES. IN THIS ARTICLE, I WILL GO OVER THE HISTORY AND THE CURRENT TRENDS OF OPEN SOURCE BIG DATA TECHNOLOGIES AND ECOSYSTEMS STARTING FROM HADOOP AND HDFS TO RECENT DEVELOPMENT OF SPARK AND BLINKDB. I WILL EXPLAIN THE ADVANTAGES AND DISADVANTAGES OF SEVERAL KEY TECHNOLOGIES AND ALSO HOW THESE DIFFERENT TECHNOLOGIES FIT TOGETHER TO PROVIDE AN END-TO-END BIG DATA SOLUTION. I WILL GO OVER SOLUTIONS PROVIDED BY A FEW COMPANIES THAT PROVIDE ENTERPRISE BIG DATA SOLUTIONS BASED ON OPEN SOURCE PLATFORMS AS WELL. NEXT I WILL TALK ABOUT A COUPLE OF APPLICATIONS OF DATA MINING AND DATA ANALYTICS THAT ARE ENABLED BY THESE TECHNOLOGIES AND WILL INTRODUCE FEW SOLUTIONS THAT USE HADOOP AND SPARK TO PROVIDE BIG DATA MACHINE LEARNING AND DATA MINING TOOLS.

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APA: Copy

Sohangir, Sina. (2015). BIG DATA ANALYTICS: PLATFORMS, AND APPLICATIONS. CONFERENCE BIG DATA. SID. https://sid.ir/paper/938504/en

Vancouver: Copy

Sohangir Sina. BIG DATA ANALYTICS: PLATFORMS, AND APPLICATIONS. 2015. Available from: https://sid.ir/paper/938504/en

IEEE: Copy

Sina Sohangir, “BIG DATA ANALYTICS: PLATFORMS, AND APPLICATIONS,” presented at the CONFERENCE BIG DATA. 2015, [Online]. Available: https://sid.ir/paper/938504/en

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