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COMP 6611B: Topics on Cloud Computing and Data Analytics Systems [Fall 2015]
The lecture schedule will be updated over weeks. Please check it one week before the lecture begins.
| Lecture Date | Topic | Speaker(s) | Papers |
| Sep. 4 | Introduction (slides) | Wei Wang | Keshav’07, Kschischang’00 |
| Sep. 7 | Cloud Overview (Slides) | Wei Wang | Armbrust’09, Barroso’09 |
| Sep. 11 | Data Analytics Frameworks | Sathish, Shengkai | MapReduce, Spark |
| Sep. 14 | Data Analytics Frameworks | Yaofeng, Zuozhuo | SparkStreaming, Tez |
| Sep. 18 | RDD and Spark | Wei Wang | Spark |
| Sep. 21 | Distributed File System | Wei Wang | HDFS |
| Sep. 25 | Structured Storage System | Sam | Cassandra |
| Oct. 2 | In-memory Storage System | Qingkai | Tachyon |
| Oct. 5 | Datacenter Workload Characterization | Eric | Placement Constraints |
| Oct. 9 | Datacenter Workload Characterization | Shengkai | GoogleTraces |
| Oct. 12 | Cluster Resource Management Systems | Wei Wang | YARN |
| Oct. 16 | Cluster Resource Management Systems | Zuozhuo | Borg |
| Oct. 19 | Cluster Resource Management Systems | Sam | Mesos |
| Oct. 23 | Resource Management & Scheduling Policies | Jiayue | Delay Scheduling |
| Oct. 26 | Resource Management & Scheduling Policies | Sathish | DRF |
| Oct. 30 | Resource Management & Scheduling Policies | Yaofeng | Choosy |
| Nov. 2 | Resource Management & Scheduling Policies | Jiayue | Tetris |
| Nov. 6 | Cluster Scheduler Design | Wei Wang | Sparrow |
| Nov. 9 | Cluster Scheduler Design | Wei Wang | Revisiting resource management |
| Nov. 13 | Cluster Scheduler Design | Wei Wang | Omega |
| Nov. 16 | Cluster Scheduler Design | Wei Wang | The Tail at Scale |
| Nov. 20 | Cluster Scheduler Design | Qingkai Shi | Attack of Clones |
| Nov. 23 | Cluster Scheduler Design | Wei Wang | Hopper |
| Nov. 27 | Final Presentation | TBA | TBA |
| Nov. 30 | Final Presentation | TBA | TBA
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Notes:
The 3-page midterm report is due on Oct. 31, 2015.
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