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CS226 Big-Data Management
Instructor: Ahmed Eldawy
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Welcome (back) to UCR!
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CS226 Big-Data Management Instructor: Ahmed Eldawy 09/28/2018 1 - - PowerPoint PPT Presentation
CS226 Big-Data Management Instructor: Ahmed Eldawy 09/28/2018 1 - - PowerPoint PPT Presentation
CS226 Big-Data Management Instructor: Ahmed Eldawy 09/28/2018 1 Welcome (back) to UCR! 09/28/2018 2 Class information Classes: Monday, Wednesday, Friday 2:10 3:00 PM at WCH 142 Instructor: Ahmed Eldawy Office hours: Monday &
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Class information
Classes: Monday, Wednesday, Friday 2:10 – 3:00 PM at WCH 142 Instructor: Ahmed Eldawy Office hours: Monday & Wednesday 4:00-5:00 PM @357 WCH. Conflicts? Website:
http://www.cs.ucr.edu/~eldawy/18FCS226/ iLearn (Any UCRX students?)
Email: eldawy@ucr.edu
Subject: “[CS226] …”
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Course work
Active participation in the class (5%) Reading and review tasks (10%) Class presentation (15%) Assignments (20%) Project (50%)
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Project
Groups of 3-4 students Group Selection Project proposal Literature survey Report outline Final report Project presentation
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Course goals
What are your goals? Understand what big data means Identify the internal components of big data platforms Recognize the differences between different big data platforms Explain how a distributed query runs on big data
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Super Hero
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Big-data Expert
Understand how the big-data platforms really work Control those thousands of processors efficiently to carry out your task
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Syllabus
Overview of big data Big-data storage Big-data processing Big-data indexing Big-SQL processing Programming packages
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Introduction
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Jan 2012: World Economic Forum Report
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Interest in Big Data in the US
■ March 2012: Obama administration
unveils BIG DATA initiative: $200 Million in R&D investment
■ June 2013:
Washington Post is calling Obama “The Big Data President”
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Interest in Big Data in Europe
March 2014: David Cameron and Angela Merkel talking about Big Data in a Computer Expo in Hannover, Germany
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The Market of Big Data
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Four Three V’s of Big Data
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Big Data Vs Big Computation
Full scans (e.g., log processing) Range scans Point lookups Iterations Joins (self, binary, or multiway) Proximity queries Closures and graph traversals
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Big Data Applications
Web search Marketing and advertising Data cleaning Knowledge base Information retrieval Internet of Things (IoT) Visualization Behavioral studies
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Publicly Available Datasets
Data.gov Data.gov.uk Twitter Streaming API Yahoo! Webscope [http://webscope.sandbox.yahoo.com/] GDELT [http://www.gdeltproject.org/] Instagram API
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Big Data Landscape 2012
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http://mattturck.com/2012/06/29/a-chart-of-the-big-data-ecosystem/
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Big Data Landscape 2014
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http://mattturck.com/2014/05/11/the-state-of-big-data-in-2014-a-chart/
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Big Data Landscape 2016
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http://mattturck.com/2016/02/01/big-data-landscape/
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Big Data Landscape 2018
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