39 citations · 73 across the 11 of their papers we have counts for
11 papers
Optimizing Big Active Data Management Systems
Shahrzad Haji Amin Shirazi, Xikui Wang, Michael J. Carey +1
Within the dynamic world of Big Data, traditional systems typically operate in a passive mode, processing and responding to user queries by returning the requested data. However, t…
EBV: Electronic Bee-Veterinarian for Principled Mining and Forecasting of Honeybee Time Series
Mst. Shamima Hossain, Christos Faloutsos, Boris Baer +2
Honeybees are vital for pollination and food production. Among many factors, extreme temperature (e.g., due to climate change) is particularly dangerous for bee health. Anticipatin…
Reachability and Top-k Reachability Queries with Transfer Decay
Elena V. Strzheletska, Vassilis J. Tsotras
The prevalence of location tracking systems has resulted in large volumes of spatiotemporal data generated every day. Addressing reachability queries on such datasets is important…
Bridging BAD Islands: Declarative Data Sharing at Scale
Xikui Wang, Michael J. Carey, Vassilis J. Tsotras
In many Big Data applications today, information needs to be actively shared between systems managed by different organizations. To enable sharing Big Data at scale, developers wou…
Revisiting Runtime Dynamic Optimization for Join Queries in Big Data Management Systems
Christina Pavlopoulou, Michael J. Carey, Vassilis J. Tsotras
Query Optimization remains an open problem for Big Data Management Systems. Traditional optimizers are cost-based and use statistical estimates of intermediate result cardinalities…
Subscribing to Big Data at Scale
Xikui Wang, Michael J. Carey, Vassilis J. Tsotras
Today, data is being actively generated by a variety of devices, services, and applications. Such data is important not only for the information that it contains, but also for its…