added lecture 3 how to read a paper

pooyanjamshidi · Sep 14, 2024 · ac60b14 · ac60b14
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diff --git a/_data/lectures.yml b/_data/lectures.yml
@@ -1,13 +1,18 @@
-- title: "Lecture 0: Reconciling Accuracy, Cost, and Latency of Inference Serving Systems"
+- title: "Lecture 1: Reconciling Accuracy, Cost, and Latency of Inference Serving Systems"
   filename: InfAdapter-IPA-Sponge-complete
   dirname: lectures
-  tldr: "This lecture reviews a brief overview of the course, its requirements, learning goals, policies, and expectations."
+  tldr: "This lecture reviews three related works out of AISys lab to set the context for the course and will be served as an example of MLSys research."
 
-- title: "Lecture 1: Machine Learning Systems: Course Overview"
+- title: "Lecture 2: Machine Learning Systems: Course Overview"
   filename: csce585_2024_01_slides_mlsys_course_overview
   dirname: lectures
   tldr: "This lecture reviews a brief overview of the course, its requirements, learning goals, policies, and expectations."
 
+- title: "Lecture 3: How to Read an MLSys Paper?"
+  filename: csce585_2024_03_slides_mlsys_how-to-read-mlsys-papers
+  dirname: lectures
+  tldr: "In this lecture, we discuss a systematic approach for understanding, both high-level ideas and technical details in MLSys papers."
+
 # - title: "Lecture 2: Machine Learning Systems: ML in Production"
 #   filename: csce585_2023_02_slides_ml_in_production
 #   dirname: lectures

diff --git a/lectures/csce585_2024_03_slides_mlsys_how-to-read-mlsys-papers.pdf b/lectures/csce585_2024_03_slides_mlsys_how-to-read-mlsys-papers.pdf