Added OSDI paper and citation info.

vavanade · Nov 23, 2023 · d0d39c5 · d0d39c5
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diff --git a/README.md b/README.md
@@ -449,10 +449,32 @@ How do I use Scalene with PyTorch on the Mac?
 
 For details about how Scalene works, please see the following paper, which won the Jay Lepreau Best Paper Award at [OSDI 2023](https://www.usenix.org/conference/osdi23/presentation/berger): [Triangulating Python Performance Issues with Scalene](https://arxiv.org/pdf/2212.07597). (Note that this paper does not include information about the AI-driven proposed optimizations.)
 
+<details>
+<summary>
+To cite Scalene in an academic paper, please use the following:
+</summary>
+```latex
+@inproceedings{288540,
+author = {Emery D. Berger and Sam Stern and Juan Altmayer Pizzorno},
+title = {Triangulating Python Performance Issues with {S}calene}},
+booktitle = {{17th USENIX Symposium on Operating Systems Design and Implementation (OSDI 23)}},
+year = {2023},
+isbn = {978-1-939133-34-2},
+address = {Boston, MA},
+pages = {51--64},
+url = {https://www.usenix.org/conference/osdi23/presentation/berger},
+publisher = {USENIX Association},
+month = jul
+}
+```
+</details>
+
+
 # Success Stories
 
 If you use Scalene to successfully debug a performance problem, please [add a comment to this issue](https://github.com/plasma-umass/scalene/issues/58)!
 
+
 # Acknowledgements
 
 Logo created by [Sophia Berger](https://www.linkedin.com/in/sophia-berger/).

diff --git a/scalene/scalene_profiler.py b/scalene/scalene_profiler.py
@@ -2,9 +2,8 @@
 
     https://github.com/plasma-umass/scalene
 
-    See the paper "docs/scalene-paper.pdf" in this repository for technical
-    details on an earlier version of Scalene's design; note that a
-    number of these details have changed.
+    See the paper "docs/osdi23-berger.pdf" in this repository for technical
+    details on Scalene's design.
 
     by Emery Berger
     https://emeryberger.com