readings for w8

_modules/week-07.md

@@ -13,6 +13,6 @@ May 14
 
 May 16 
 : **2**{: .label} Parallelization - 4
-  : [Slides](assets/slides/12_parallelization-4.pdf) • [Recording](#) •
+  : [Slides](assets/slides/12_parallelization-4.pdf) • [Recording](https://podcast.ucsd.edu/watch/sp24/dsc291_d00/14) •
 : *Reading:* 
 * [Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning (required)](https://www.usenix.org/system/files/osdi22-zheng-lianmin.pdf)

_modules/week-08.md

@@ -1,38 +1,22 @@
 ---
 title: Week 8
-class: DSC204A
-status: not Active
+class: DSC291
+status: Active
 ---
 
 Feb 26
-: **1**{: .label} Batch processing - 2
-  : [Slides](assets/slides/18_batch-processing-2.pdf) • [Recording](https://podcast.ucsd.edu/watch/wi24/dsc204a_a00/20) • [Scribe Notes](#)
-: *Reading:*
-* [Discretized Streams: An Efficient and Fault-Tolerant Model for Stream Processing on Large Clusters (Required)](https://www.usenix.org/system/files/conference/hotcloud12/hotcloud12-final28.pdf)
-* [Ray: A Distributed Framework for Emerging AI Applications (Required)](https://arxiv.org/pdf/1712.05889.pdf)
-* [Spark SQL: Relational Data Processing in Spark (Required)](https://dl.acm.org/doi/pdf/10.1145/2723372.2742797)
-* [Delay Scheduling: A Simple Technique for Achieving Locality and Fairness in Cluster Scheduling (Optional)](https://people.eecs.berkeley.edu/~matei/papers/2010/eurosys_delay_scheduling.pdf)
-* [PowerGraph: Distributed Graph-Parallel Computation on Natural Graphs (Optional)](https://www.usenix.org/system/files/conference/osdi12/osdi12-final-167.pdf)
+: **1**{: .label} 
+  : [Slides]() • [Recording]() •
+: *Reading:* 
+* [The Illustrated Transformer (required)](https://jalammar.github.io/illustrated-transformer/)
+
 
 
 Feb 28
-: **2**{: .label} Streaming processing - 1
-  : [Slides](assets/slides/19_stream-processing-1.pdf) • [Recording](https://podcast.ucsd.edu/watch/wi24/dsc204a_a00/21) • [Scribe Notes](assets/scribe_notes/Feb_28_scribe_note.pdf)
+: **2**{: .label} 
+  : [Slides]() • [Recording]() • [Scribe Notes](assets/scribe_notes/Feb_28_scribe_note.pdf)
 : *Reading:* 
-* [Discretized Streams: An Efficient and Fault-Tolerant Model for Stream Processing on Large Clusters (Required)](https://www.usenix.org/system/files/conference/hotcloud12/hotcloud12-final28.pdf)
-* [Ray: A Distributed Framework for Emerging AI Applications (Required)](https://arxiv.org/pdf/1712.05889.pdf)
-* [Spark SQL: Relational Data Processing in Spark (Required)](https://dl.acm.org/doi/pdf/10.1145/2723372.2742797)
-* [Delay Scheduling: A Simple Technique for Achieving Locality and Fairness in Cluster Scheduling (Optional)](https://people.eecs.berkeley.edu/~matei/papers/2010/eurosys_delay_scheduling.pdf)
-* [PowerGraph: Distributed Graph-Parallel Computation on Natural Graphs (Optional)](https://www.usenix.org/system/files/conference/osdi12/osdi12-final-167.pdf)
+* [The Illustrated Transformer (required)](https://jalammar.github.io/illustrated-transformer/)
 
 
 
-Mar 1
-: **3**{: .label} Streaming processing - 2
-  : [Slides](assets/slides/20_stream-processing-2.pdf) • [Recording](https://podcast.ucsd.edu/watch/wi24/dsc204a_a00/22) • [Scribe Notes](assets/scribe_notes/Mar_1_scribe_note.pdf)
-: *Reading:* 
-* [Discretized Streams: An Efficient and Fault-Tolerant Model for Stream Processing on Large Clusters (Required)](https://www.usenix.org/system/files/conference/hotcloud12/hotcloud12-final28.pdf)
-* [Ray: A Distributed Framework for Emerging AI Applications (Required)](https://arxiv.org/pdf/1712.05889.pdf)
-* [Spark SQL: Relational Data Processing in Spark (Required)](https://dl.acm.org/doi/pdf/10.1145/2723372.2742797)
-* [Delay Scheduling: A Simple Technique for Achieving Locality and Fairness in Cluster Scheduling (Optional)](https://people.eecs.berkeley.edu/~matei/papers/2010/eurosys_delay_scheduling.pdf)
-* [PowerGraph: Distributed Graph-Parallel Computation on Natural Graphs (Optional)](https://www.usenix.org/system/files/conference/osdi12/osdi12-final-167.pdf)