| 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 |
|
|
|