CS585/DS503: Big Data Management

Syllabus. Reading
Grading
Projects
Topics + Schedule Additional Resources



All Material will be Posted on Canvas. Schedule may be adjusted, as we proceed through semester.

Week
Day
Topics
Misc.
Week 1
R: 08/24/2017
Introduction and Logistics. (On a thursday).

(ppt). (pdf).
Week 2 Mo: 08/28/2017
Review of Relational Database Systems.
We: 08/30/2017
Review of Relational Database Systems.

Week 3 Mo: 09/04/2017
NO CLASS ON LABOR DAY.
We: 09/06/2017
MapReduce EcoSystem- Part1 (Platform)
Week 4
Mo: 09/11/2017
MapReduce EcoSystem- Part2 (Platform)
We: 09/13/2017
MapReduce EcoSystem- Part3
Week 5
Mo: 09/18/2017
MapReduce EcoSystem - Part4.

We: 09/20/2017 Apache Pig.  
Week 6
Mo: 09/25/2017 Hive/HBase ; MapReduce Analytics.

We: 09/27/2017 MapReduce Analytics.
Week 7
Mo: 10/02/2017 Spark- Part 1
We: 10/04/2017 Spark- Part 2

Week 8
Mo: 10/09/2017 Distributed DB (Pivotal)
We: 10/11/2017 Distributed DB (Pivotal).


Week 9
Mo: 10/16/2017 MID-SEMESTER BREAK

We: 10/18/2017 MID-SEMESTER BREAK

Week 10
Mo: 10/23/2017 MID-SEMESTER BREAK.

We: 10/25/2017 MIDTERM.   
Week 11
Mo: 10/30/2017 Solutions to Midterm; Class Feedback.
We: 11/01/2017 Team A Presentation: Iterations in Hadoop.  
Week 12
Mo: 11/06/2017 No-SQL DBs.
We: 11/08/2017 Team B Presentation: Mobile Sensor Analytics.  

Week 13
Mo: 11/13/2017 No-SQL DBs.  

We: 11/15/2017 Team C Presentation: Web/Text Analytics.  
Week 14
Mo: 11/20/2017 No-SQL DBs.

We: 11/22/2017 NO CLASS: THANKSGIVING BREAK.
Week 15
Mo: 11/27/2017 Team D Presentation: Scalable Graph Analytics.
We: 11/29/2017 Misc.

Week 16
Mo: 12/04/2017 Team E Presentation: Scalable Machine Learning.
We: 12/06/2017 Team F Presentation: High-performance Stream Processing.
Week 17
Mo: 12/11/2017 Final Exam.
We: 12/13/2017
Final Projects.