1 citations · 1 across the 7 of their papers we have counts for
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MICRO: A Lightweight Middleware for Optimizing Cross-store Cross-model Graph-Relation Joins [Technical Report]
Xiuwen Zheng, Arun Kumar, Amarnath Gupta
Modern data applications increasingly involve heterogeneous data managed in different models and stored across disparate database engines, often deployed as separate installs. Limi…
An Optimized Tri-store System for Multi-model Data Analytics
Xiuwen Zheng, Subhasis Dasgupta, Arun Kumar +1
Data science applications increasingly rely on heterogeneous data sources and analytics. This has led to growing interest in polystore systems, especially analytical polystores. In…
AWESOME: Empowering Scalable Data Science on Social Media Data with an Optimized Tri-Store Data System
Xiuwen Zheng, Subhasis Dasgupta, Arun Kumar +1
Modern data science applications increasingly use heterogeneous data sources and analytics. This has led to growing interest in polystore systems, especially analytical polystores.…
An Algebraic Approach for High-level Text Analytics
Xiuwen Zheng, Amarnath Gupta
Text analytical tasks like word embedding, phrase mining, and topic modeling, are placing increasing demands as well as challenges to existing database management systems. In this…
Scalable Community Detection over Geo-Social Network
Xiuwen Zheng, Qiyu Liu, Amarnath Gupta
We consider a community finding problem called Co-located Community Detection (CCD) over geo-social networks, which retrieves communities that satisfy both high structural tightnes…