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 …
volumes of data. Although this falls naturally within the scope of relational databases, many …
[PDF][PDF] Bifrost: A future graph database runtime
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 …
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 …
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
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 …
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 …
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 …
they are built from and the software that they run. This heterogeneity provides key benefits …
[PDF][PDF] BabelMR: A Polyglot Framework for Serverless MapReduce.
The MapReduce programming model and its open-source implementation Hadoop have
democratized large-scale data processing by providing ease-of-use and scalability …
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 …
data-centric applications process ever-growing volumes of data with increasing velocity. At …