413 citations · 3.1k across the 143 of their papers we have counts for
6 papers · 1 filter
Sapphire: Querying RDF Data Made Simple
Ahmed El-Roby, Khaled Ammar, Ashraf Aboulnaga +1
RDF data in the linked open data (LOD) cloud is very valuable for many different applications. In order to unlock the full value of this data, users should be able to issue complex…
In-Browser Split-Execution Support for Interactive Analytics in the Cloud
Kareem El Gebaly, Jimmy Lin
The canonical analytics architecture today consists of a browser connected to a backend in the cloud. In all deployments that we are aware of, the browser is simply a dumb renderin…
Afterburner: The Case for In-Browser Analytics
Kareem El Gebaly, Jimmy Lin
This paper explores the novel and unconventional idea of implementing an analytical RDBMS in pure JavaScript so that it runs completely inside a browser with no external dependenci…
NScale: Neighborhood-centric Large-Scale Graph Analytics in the Cloud
Abdul Quamar, Amol Deshpande, Jimmy Lin
There is an increasing interest in executing complex analyses over large graphs, many of which require processing a large number of multi-hop neighborhoods or subgraphs. Examples i…
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…
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…