133 citations · 216 across the 10 of their papers we have counts for
8 papers · 1 filter
The Cambridge Report on Database Research
Anastasia Ailamaki, Samuel Madden, Daniel Abadi +43
On October 19 and 20, 2023, the authors of this report convened in Cambridge, MA, to discuss the state of the database research field, its recent accomplishments and ongoing challe…
Fine-Grained Modeling and Optimization for Intelligent Resource Management in Big Data Processing
Chenghao Lyu, Qi Fan, Fei Song +8
Big data processing at the production scale presents a highly complex environment for resource optimization (RO), a problem crucial for meeting performance goals and budgetary cons…
Efficient Exploration of Interesting Aggregates in RDF Graphs
Yanlei Diao, Paweł Guzewicz, Ioana Manolescu +1
As large Open Data are increasingly shared as RDF graphs today, there is a growing demand to help users discover the most interesting facets of a graph, which are often hard to gra…
Boosting Cloud Data Analytics using Multi-Objective Optimization
Fei Song, Khaled Zaouk, Chenghao Lyu +4
Data analytics in the cloud has become an integral part of enterprise businesses. Big data analytics systems, however, still lack the ability to take user performance goals and bud…
AIDE: An Automated Sample-based Approach for Interactive Data Exploration
Kyriaki Dimitriadou, Olga Papaemmanouil, Yanlei Diao
In this paper, we argue that database systems be augmented with an automated data exploration service that methodically steers users through the data in a meaningful way. Such an a…
Distributed Inference and Query Processing for RFID Tracking and Monitoring
Zhao Cao, Charles Sutton, Yanlei Diao +1
In this paper, we present the design of a scalable, distributed stream processing system for RFID tracking and monitoring. Since RFID data lacks containment and location informatio…