Popularity Prediction for Social Media over Arbitrary Time Horizons
Daniel Haimovich, Dima Karamshuk, Thomas Leeper, Evgeniy Riabenko, Milan Vojnovic
IEEE International Conference on Data Engineering (ICDE)
Facebook Messages, which combines messages, chat and email into a real-time conversation, is the first application in Facebook to use HBase in production.
In this article, we will discuss why we chose HBase for this use case, the early improvements we did to make HBase production ready, engineering and operational challenges encountered along the way, and the continued work we have had to do once in production, to improve HBase’s efficiency and reliability. We will also describe some of the other use cases of HBase at Facebook.
Daniel Haimovich, Dima Karamshuk, Thomas Leeper, Evgeniy Riabenko, Milan Vojnovic
Liqi Yan, Qifan Wang, Yiming Cu, Fuli Feng, Xiaojun Quan, Xiangyu Zhang, Dongfang Liu
Barlas Oğuz, Xilun Chen, Vladimir Karpukhin, Stan Peshterliev, Dmytro Okhonko, Michael Schlichtkrull, Sonal Gupta, Yashar Mehdad, Wen-tau Yih