F Faerber, A Kemper, PÅ Larson… - … and Trends® in …, 2017 - nowpublishers.com
This article provides an overview of recent developments in mainmemory database systems. With growing memory sizes and memory prices dropping by a factor of 10 every 5 years …
Analytics is moving to the cloud and data is moving into data lakes. These reside on object storage services like S3 and enable seamless data sharing and system interoperability. To …
Columnar databases rely on specialized encoding schemes to reduce storage requirements. These encodings also enable efficient in-situ data processing. Nevertheless …
C Jaranilla, J Choi - Electronics, 2023 - mdpi.com
The prevalence of big data has caused a notable surge in both the diversity and magnitude of data. Consequently, this has prompted the emergence and advancement of two distinct …
Strings are prevalent in real-world data sets. They often occupy a large fraction of the data and are slow to process. In this work, we present Fast Static Symbol Table (FSST), a …
H Funke, J Teubner - Proceedings of the VLDB Endowment, 2020 - dl.acm.org
Graphics processing units (GPUs) promise spectacular performance advantages when used as database coprocessors. Their massive compute capacity, however, is often hampered by …
A retrieval data structure for a static function $ f: S\rightarrow\{0, 1\}^ r $ supports queries that return $ f (x) $ for any $ x\in S $. Retrieval data structures can be used to implement a static …
Index join performance is determined by the efficiency of the lookup operation on the involved index. Although database indexes are highly optimized to leverage processor …
T Vogelgesang, J Ambrosy, D Becher… - Process querying …, 2021 - Springer
Process mining studies data-driven methods to discover, enhance, and monitor business processes by gathering knowledge from event logs recorded by modern IT systems. To gain …