w9

_modules/week-09.md

@@ -1,39 +1,23 @@
 ---
 title: Week 9
-class: DSC204A
-status: not Active
+class: DSC291
+status: Active
 ---
 
-Mar 4 
-: **1**{: .label} Guest Lecture - [Stephanie Wang](https://stephanie-wang.github.io/)
-  : [Slides](assets/slides/UCSD_3_3_24_A_brief_history_of_the_Ray_ecosystem.pdf) • [Recording](https://drive.google.com/file/d/1KB5LWGNNkgOTWk_shgM4brYGGm7TsS0w/view?usp=sharing) • [Scribe Notes](assets/scribe_notes/Mar_4_scribe_note.pdf)
+May 28 
+: **1**{: .label} LLM - 2
+  : [Slides](assets/slides/15_llm-2.pdf) • [Recording](#) • 
 : *Reading:*
-* [TensorFlow: A system for large-scale machine learning (required)](https://arxiv.org/pdf/1605.08695.pdf)
-* [Petuum: A New Platform for Distributed Machine Learning on Big Data (required)](https://arxiv.org/pdf/1312.7651.pdf)
-* [Scaling Distributed Machine Learning with the Parameter Server (required)](https://www.usenix.org/system/files/conference/osdi14/osdi14-paper-li_mu.pdf)
-* [PipeDream: Generalized Pipeline Parallelism for DNN Training (optional)](https://people.eecs.berkeley.edu/~matei/papers/2019/sosp_pipedream.pdf)
-* [PyTorch Distributed: Experiences on Accelerating Data Parallel Training (optional)](https://arxiv.org/pdf/2006.15704.pdf)
 
 
 
-Mar 6
-: **2**{: .label} ML System - 1
-  : [Slides](assets/slides/21_ml-system-1.pdf) • [Recording](https://podcast.ucsd.edu/watch/wi24/dsc204a_a00/24) • [Scribe Notes](assets/scribe_notes/Mar_6_scribe_note.pdf)
+
+May 30
+: **2**{: .label}
+  : [Slides](#) • [Recording](h#) •
 : *Reading:* 
-* [TensorFlow: A system for large-scale machine learning (required)](https://arxiv.org/pdf/1605.08695.pdf)
-* [Petuum: A New Platform for Distributed Machine Learning on Big Data (required)](https://arxiv.org/pdf/1312.7651.pdf)
-* [Scaling Distributed Machine Learning with the Parameter Server (required)](https://www.usenix.org/system/files/conference/osdi14/osdi14-paper-li_mu.pdf)
-* [PipeDream: Generalized Pipeline Parallelism for DNN Training (optional)](https://people.eecs.berkeley.edu/~matei/papers/2019/sosp_pipedream.pdf)
-* [PyTorch Distributed: Experiences on Accelerating Data Parallel Training (optional)](https://arxiv.org/pdf/2006.15704.pdf)
 
 
 
-Mar 8
-: **3**{: .label} Guest Lecture - [Prof. Ion Stoica](https://people.eecs.berkeley.edu/~istoica/)
-  : [Slides](#) • [Recording](https://drive.google.com/file/d/1wp0pcSAZtmE3TQQ7vzn1_qBuCfNchzM9/view) • [Scribe Notes](assets/scribe_notes/Mar_8_scribe_note.pdf)
-: *Reading:* 
-* [TensorFlow: A system for large-scale machine learning (required)](https://arxiv.org/pdf/1605.08695.pdf)
-* [Petuum: A New Platform for Distributed Machine Learning on Big Data (required)](https://arxiv.org/pdf/1312.7651.pdf)
-* [Scaling Distributed Machine Learning with the Parameter Server (required)](https://www.usenix.org/system/files/conference/osdi14/osdi14-paper-li_mu.pdf)
-* [PipeDream: Generalized Pipeline Parallelism for DNN Training (optional)](https://people.eecs.berkeley.edu/~matei/papers/2019/sosp_pipedream.pdf)
-* [PyTorch Distributed: Experiences on Accelerating Data Parallel Training (optional)](https://arxiv.org/pdf/2006.15704.pdf)
+
+