20 citations · 24 across the 4 of their papers we have counts for
4 papers
First Past the Post: Evaluating Query Optimization in MongoDB
Dawei Tao, Enqi Liu, Sidath Randeni Kadupitige +3
Query optimization is crucial for every database management system (DBMS) to enable fast execution of declarative queries. Most DBMS designs include cost-based query optimization.…
Learning a Partitioning Advisor with Deep Reinforcement Learning
Benjamin Hilprecht, Carsten Binnig, Uwe Roehm
Commercial data analytics products such as Microsoft Azure SQL Data Warehouse or Amazon Redshift provide ready-to-use scale-out database solutions for OLAP-style workloads in the c…
Technical Report: On the Usability of Hadoop MapReduce, Apache Spark & Apache Flink for Data Science
Bilal Akil, Ying Zhou, Uwe Röhm
Distributed data processing platforms for cloud computing are important tools for large-scale data analytics. Apache Hadoop MapReduce has become the de facto standard in this space…
Data Management for High-Throughput Genomics
Uwe Roehm, Jose Blakeley
Today's sequencing technology allows sequencing an individual genome within a few weeks for a fraction of the costs of the original Human Genome project. Genomics labs are faced wi…