413 citations · 3.1k across the 143 of their papers we have counts for
4 papers · 1 filter
Runtime Optimizations for Prediction with Tree-Based Models
Nima Asadi, Jimmy Lin, Arjen P. de Vries
Tree-based models have proven to be an effective solution for web ranking as well as other problems in diverse domains. This paper focuses on optimizing the runtime performance of…
Fast Data in the Era of Big Data: Twitter's Real-Time Related Query Suggestion Architecture
Gilad Mishne, Jeff Dalton, Zhenghua Li +2
We present the architecture behind Twitter's real-time related query suggestion and spelling correction service. Although these tasks have received much attention in the web search…
MapReduce is Good Enough? If All You Have is a Hammer, Throw Away Everything That's Not a Nail!
Jimmy Lin
Hadoop is currently the large-scale data analysis "hammer" of choice, but there exist classes of algorithms that aren't "nails", in the sense that they are not particularly amenabl…
The Unified Logging Infrastructure for Data Analytics at Twitter
George Lee, Jimmy Lin, Chuang Liu +2
In recent years, there has been a substantial amount of work on large-scale data analytics using Hadoop-based platforms running on large clusters of commodity machines. A less-expl…