User-defined functions in modern data engines

Y Foufoulas, A Simitsis - 2023 IEEE 39th International …, 2023 - ieeexplore.ieee.org
Modern data management applications involve complex processing tasks over large
volumes of data. Although this falls naturally within the scope of relational databases, many …

[PDF][PDF] Bifrost: A future graph database runtime

J Clarkson, G Theodorakis, J Webber - ICDE, 2024 - researchgate.net
BIFROST is a novel query engine for graph databases that supports high-fidelity data
modeling on arbitrary and evolving graph topologies. It dynamically optimizes queries …

The need for tabular representation learning: An industry perspective

J Cahoon, A Savelieva, AC Mueller… - NeurIPS 2022 First …, 2022 - openreview.net
The total addressable market for data applications has been estimated at\$70 B. This
includes the\$11 B market for data integration, which is estimated to grow at 25% in the …

Efficient Feature Extraction for Image Analysis through Adaptive Caching in Vector Databases

SS Monir, D Zhao - 2024 7th International Conference on …, 2024 - ieeexplore.ieee.org
For popular machine learning (ML) models like MobileNetV3 and ResNet, the extraction and
storage of image features serve as a critical step for both the training and inference stages …

[图书][B] Query Compilation for Modern Data Processing Environments

PM Grulich - 2023 - search.proquest.com
Over the last decades, the data processing environment significantly changed. Nowadays,
data-centric applications process ever-growing volumes of data with increasing velocity. At …

[PDF][PDF] Query Processing On Heterogeneous Systems

DIV Rosenfeld - 2023 - viktor-rosenfeld.com
Today's computing systems are highly heterogeneous, both in terms of the hardware that
they are built from and the software that they run. This heterogeneity provides key benefits …

[PDF][PDF] BabelMR: A Polyglot Framework for Serverless MapReduce.

F Mahling, P Rößler, T Bodner, T Rabl - VLDB Workshops, 2023 - hpi.de
The MapReduce programming model and its open-source implementation Hadoop have
democratized large-scale data processing by providing ease-of-use and scalability …

[PDF][PDF] Query Compilation for Modern Data Processing Environments

PM Grulich - depositonce.tu-berlin.de
Over the last decades, the data processing environment significantly changed. Nowadays,
data-centric applications process ever-growing volumes of data with increasing velocity. At …