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diff --git a/_bibliography/big-data.bib b/_bibliography/big-data.bib
index 85679e2..7e4cb88 100644
--- a/_bibliography/big-data.bib
+++ b/_bibliography/big-data.bib
@@ -226,3 +226,14 @@
   year={2011},
   organization={ACM}
 }
+
+@article{armbrust2015scaling,
+  title={Scaling spark in the real world: performance and usability},
+  author={Armbrust, Michael and Das, Tathagata and Davidson, Aaron and Ghodsi, Ali and Or, Andrew and Rosen, Josh and Stoica, Ion and Wendell, Patrick and Xin, Reynold and Zaharia, Matei},
+  journal={Proceedings of the VLDB Endowment},
+  volume={8},
+  number={12},
+  pages={1840--1843},
+  year={2015},
+  publisher={VLDB Endowment}
+}