Difference between revisions of "CSC352 Class Page 2017"

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* [[Media:ApacheSparkUnifiedEngine.pdf| Apache Spark: A Unified Engine for Big Data Processing]], Zaharia Matei et al, CACM, Nov 2016, Vol. 59, No. 11.
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* [[Media:ApacheSparkUnifiedEngine.pdf| Apache Spark: A Unified Engine for Big Data Processing]], Zaharia Matei et al, CACM, Nov 2016, Vol. 59, No. 11.<br />See also [http://cacm.acm.org/magazines/2016/11/209116-apache-spark/fulltext this page for video].
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<br />See also [http://cacm.acm.org/magazines/2016/11/209116-apache-spark/fulltext this page for video].
 
 
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* Metz, Cade, [https://www.wired.com/2016/09/microsoft-bets-future-chip-reprogram-fly/ Microsoft bets future chips reprogram fly], ''Wired Magazine,'' 9/25/16. ([[Media:MicrosoftBetsFutureChipReprogramFly.pdf|pdf]])
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* [[Comments on Burger's FPGA Paper| Comments on Microsoft bets future paper]]
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Revision as of 10:55, 12 December 2016

--D. Thiebaut (talk) 10:37, 2 December 2016 (EST)


Home | Syllabus | Schedule | Links & Resources


Topics to be covered: Week (approx)
  • Syllabus
  • Parallelism
  • Interrupts
  • Processes/Threads
  • Latex

Week 1

  • Performance
  • Speedup
  • Amdhal's Law
  • Java threads + Synchronization

Week 2

  • Java Thread-Safe Libraries
  • Static Variables

Week 3

  • Introduction to C

Week 4
Week 5

  • MPI

Week 6
Week 7

  • AWS
  • MySQL + MPI
  • MPI Clusters on AWS

Week 8
Week 9

  • MapReduce
  • Hadoop, Java
  • Hadoop, Python
  • Hadoop AWS

Week 10
Week 11

  • Apache Spark

Week 12

  • GPU

Week 13


 

Week 1 Jan 26, 27    


Topics: Lab/Hw Reading
  • Tuesday/Thursday


 

Week 2 Jan 31, Feb 2    


Topics: Lab/Hw Reading
  • Tuesday/Thursday


 

Week 3 Feb 7, 9    


Topics: Lab/Hw Reading
  • Tuesday/Thursday


 

Week 4 Feb 14, 16    


Topics: Lab/Hw Reading
  • Tuesday/Thursday


 

Week 5 Feb 21    


Topics: Lab/Hw Reading
  • Tuesday
  • Thursday: Rally Day


 

Week 6 Feb 28, Mar 2    


Topics: Lab/Hw Reading
  • Tuesday/Thursday


 

Week 7 Mar 7, 9    


Topics: Lab/Hw Reading
  • Tuesday/Thursday


SPRING BREAK


 

Week 8 Mar 21, 23    


Topics: Lab/Hw Reading
  • Tuesday/Thursday


 

Week 9 Mar 28, 30    


Topics: Lab/Hw Reading
  • Tuesday/Thursday


 

Week 10 Apr 4, 6    


Topics: Lab/Hw Reading
  • Tuesday/Thursday


 

Week 11 Apr 11, 13    


Topics: Lab/Hw Reading
  • Tuesday/Thursday


 

Week 12 Apr 18, 20    


Topics: Lab/Hw Reading
  • Tuesday/Thursday


 

Week 13 Apr 25, 27    


Topics: Lab/Hw Reading
  • Tuesday/Thursday


 

Week 14 May 2, 4    


Topics: Lab/Hw Reading
  • Tuesday/Thursday


Links and Resources


Latex


Here are some nice video tutorials on using Latex to write papers.


Smith Elements of Style



On-Line Resources

MPI

  • Introduction to MPI, by Blaise Barney, Lawrence Livermore National Laboratory. Another short but excellent coverage of a topic in parallel processing, this time MPI.

Hadoop

Microprocessors



Papers

This is a tentative and non exhaustive list of papers scheduled for reading this semester.

Introduction

Paper Pages

50

2

General/Parallelism

Paper Pages

5

7

5

MPI

Paper Pages
  • Learning from the Success of MPI, by WIlliam D. Gropp, Argonne National Lab, 2002.                                             

11

GPUs

Paper Pages

6

Virtualization

Paper Pages

5

Cloud

Paper Pages

1.5

  • A View of Cloud Computing, 2010, By Armbrust, Michael and Fox, Armando and Griffith, Rean and Joseph, Anthony D. and Katz, Randy and Konwinski, Andy and Lee, Gunho and Patterson, David and Rabkin, Ariel and Stoica, Ion and Zaharia, Matei.

9

13

5

2

10

19














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