CS 744: Big Data Systems
Spring '19: Course Home Page

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Lec # Date Topic Notes/additional material Papers to review Checkpoints/Other refs
1 1/23 Course Introduction Course Logistics How to read 1; 2 Did you get the Piazza welcome email? (check your wisc ID) And group signup.
2 2/1 Data Center Architecture, Storage B+09 (skim); G+09 (skim); S+10 Assignment 1 released
3 2/4 MapReduce G+04
4 2/6 Spark A+10
5 2/8 Stragglers V+13
6 2/11 YARN G+11
7 2/13 DRF ZC+10
8 2/15 Spark SQL A+15, H+14(Hive, optional) Assignment 1 Due
9 2/18 Spark SQL and GDA VA+16, VCB+15, KM+18
10 2/20 Streaming Analytics T+14, KB+15
11 2/22 Project meetings, discussion
12 2/25 Streaming: Spark Streaming, Flink ZD+13; C+15
13 2/27 In class review
3/1 In class midterm In Class; Closed Book
14 3/4 rStreams, Flink(optional) L+16; C+15
15 3/6 Pregel M+10
16 3/8 PowerGraph GL+12
17 3/15 GraphX G+14
18 3/29 Paramter Server LA+14
19 4/1 Strads K+16
20 4/3 SLAQ Z+17
21 4/5 Tensorflow AB+16
22 4/8 Gandiva X+18
4/10 No lecture
23 4/12 Serverless J+17
24 4/15 Clipper C+17
25 4/17 Blinkdb AM+13
4/19 Assignment 2 Due
26 4/22 Review