Week1 9.4/6 |
Introduction. Resource Manager: YARN, Mesos, Borg |
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Week2 9.11/13 |
Meta-framework: REEF, Dataflow processing: MR, Dryad |
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Week3 9.18/20 |
Dataflow processing: Spark, Tez, Vortex, Naiad |
HW1 out |
Week4 9.25(추석)/27 |
Programming: Hive, DryadLINQ, Spark/Shark, Pig, FlumeJava, Beam |
Team formation & project proposal due |
Week5 10.2/4 |
Stream processing: SparkStreaming, Storm, Heron, Flink, MIST |
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Week6 10.9/11 |
Stream processing: SparkStreaming, Storm, Heron, Flink, MIST |
HW1 due, HW2 out |
Week7 10.16/18 |
ML/DL framework: Parameter server/Tensorflow |
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Week8 10.23/10.25 |
DL framework - Tensorflow/Caffe2/Torch |
Project progress presentation (11.1) |
Week9 10.30/11.1 |
DL framework - Tensorflow/Caffe2/Torch |
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Week10 11.6/8 |
DL framework - Tensorflow/Caffe2/Torch |
HW2 due |
Week11 11.13/15 |
Graph processing - Pregel, GraphLab, X-Stream, Arabesque |
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Week12 11.20/22 |
Graph processing - Pregel, GraphLab, X-Stream, Arabesque |
Survey paper due (covering >= 5 papers) |
Week13 11.27/29 |
DS - GFS, Bigtable, Dynamo |
Week14 12.4/6 |
Coordination - Chubby, Zookeeper |
Week15 12.11/13 |
TBD, Project presentation |
Week16 12.18 |
Project presentation |
Project report due - 12.20 |