From 77549ae6c8cf31c7ac4c8b88180a8708a8683da4 Mon Sep 17 00:00:00 2001
From: Haicheng Wu <57973641+hwu36@users.noreply.github.com>
Date: Sat, 25 Mar 2023 21:17:05 -0400
Subject: [PATCH] Update PUBLICATIONS.md

msft moe paper
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 PUBLICATIONS.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/PUBLICATIONS.md b/PUBLICATIONS.md
index a2b2d90a..e8959f8f 100644
--- a/PUBLICATIONS.md
+++ b/PUBLICATIONS.md
@@ -8,6 +8,8 @@
 
 - ["GPU Load Balancing"](https://arxiv.org/abs/2212.08964). Muhammad Osama. _Doctoral dissertation, University of California, Davis_, December 2022.
 
+- ["Who Says Elephants Can't Run: Bringing Large Scale MoE Models into Cloud Scale Production"](https://arxiv.org/abs/2211.10017). Young Jin Kim, Rawn Henry, Raffy Fahim, Hany Hassan Awadalla. _Proceedings of the Third Workshop on Simple and Efficient Natural Language Processing_, December 2022.
+
 - ["Bolt: Bridging the Gap between Auto-tuners and Hardware-native Performance"](https://arxiv.org/abs/2110.15238). Jiarong Xing, Leyuan Wang, Shang Zhang, Jack Chen, Ang Chen, Yibo Zhu. _Proceedings of the 5th MLSys Conference_, August 2022.
 
 - ["Recovering single precision accuracy from Tensor Cores while surpassing the FP32 theoretical peak performance"](https://arxiv.org/abs/2203.03341). Hiroyuki Ootomo, Rio Yokota. _International Journal of High Performance Computing_, March 2022.